Provides a wrapper for the bootstrap function boot
from the
boot
R package.
Implements non-parametric bootstrap for PLS beta
regression models by case resampling.
Usage
bootplsbeta(
object,
typeboot = "plsmodel",
R = 250,
statistic = NULL,
sim = "ordinary",
stype = "i",
stabvalue = 1e+06,
...
)
Arguments
- object
An object of class
plsRbetamodel
to bootstrap- typeboot
The type of bootstrap. Either (Y,X) boostrap (
typeboot="plsmodel"
) or (Y,T) bootstrap (typeboot="fmodel_np"
). Defaults to (Y,T) resampling.- R
The number of bootstrap replicates. Usually this will be a single positive integer. For importance resampling, some resamples may use one set of weights and others use a different set of weights. In this case
R
would be a vector of integers where each component gives the number of resamples from each of the rows of weights.- statistic
A function which when applied to data returns a vector containing the statistic(s) of interest.
statistic
must take at least two arguments. The first argument passed will always be the original data. The second will be a vector of indices, frequencies or weights which define the bootstrap sample. Further, if predictions are required, then a third argument is required which would be a vector of the random indices used to generate the bootstrap predictions. Any further arguments can be passed to statistic through the...
argument.- sim
A character string indicating the type of simulation required. Possible values are
"ordinary"
(the default),"balanced"
,"permutation"
, or"antithetic"
.- stype
A character string indicating what the second argument of
statistic
represents. Possible values of stype are"i"
(indices - the default),"f"
(frequencies), or"w"
(weights).- stabvalue
A value to hard threshold bootstrap estimates computed from atypical resamplings.
- ...
Other named arguments for
statistic
which are passed unchanged each time it is called. Any such arguments tostatistic
should follow the arguments whichstatistic
is required to have for the simulation. Beware of partial matching to arguments ofboot
listed above.
Value
An object of class "boot"
. See the Value part of the help of
the function boot
.
Details
More details on bootstrap techniques are available in the help of the
boot
function.
References
Frédéric Bertrand, Nicolas Meyer, Michèle Beau-Faller, Karim El Bayed, Izzie-Jacques Namer, Myriam Maumy-Bertrand (2013). Régression Bêta PLS. Journal de la Société Française de Statistique, 154(3):143-159. https://ojs-test.apps.ocp.math.cnrs.fr/index.php/J-SFdS/article/view/215
Author
Frédéric Bertrand
frederic.bertrand@lecnam.net
https://fbertran.github.io/homepage/
Examples
# \donttest{
data("GasolineYield",package="betareg")
# Std coefficients
modplsbeta <- plsRbeta(yield~., data=GasolineYield, nt=3, modele="pls-beta")
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ____Predicting X without NA neither in X or Y____
#> ****________________________________________________****
#>
GazYield.boot <- bootplsbeta(modplsbeta, sim="ordinary", stype="i", R=250)
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 11 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 11 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 11 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 11 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
boot::boot.ci(GazYield.boot, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=1)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 159 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 1)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-1.756, -1.347 ) (-1.745, -1.335 )
#> 95% (-1.796, -1.308 ) (-1.777, -1.311 )
#>
#> Level Percentile BCa
#> 90% (-1.770, -1.360 ) (-1.754, -1.346 )
#> 95% (-1.795, -1.328 ) (-1.790, -1.273 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=2)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 159 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 2)
#>
#> Intervals :
#> Level Normal Basic
#> 90% ( 0.0190, 0.1842 ) ( 0.0254, 0.1920 )
#> 95% ( 0.0032, 0.2000 ) ( 0.0048, 0.2077 )
#>
#> Level Percentile BCa
#> 90% (-0.0148, 0.1518 ) ( 0.0233, 0.1950 )
#> 95% (-0.0305, 0.1724 ) ( 0.0137, 0.2323 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=3)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 159 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 3)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.1045, 0.1977 ) (-0.0706, 0.2349 )
#> 95% (-0.1335, 0.2266 ) (-0.0909, 0.3323 )
#>
#> Level Percentile BCa
#> 90% (-0.0750, 0.2305 ) (-0.2290, 0.1589 )
#> 95% (-0.1724, 0.2508 ) (-0.2290, 0.1758 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=4)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 159 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 4)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.4796, -0.1926 ) (-0.4882, -0.2100 )
#> 95% (-0.5071, -0.1652 ) (-0.5249, -0.1945 )
#>
#> Level Percentile BCa
#> 90% (-0.3468, -0.0687 ) (-0.4116, -0.1708 )
#> 95% (-0.3624, -0.0320 ) (-0.4116, -0.1409 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=5)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 159 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 5)
#>
#> Intervals :
#> Level Normal Basic
#> 90% ( 0.6603, 0.9439 ) ( 0.6600, 0.9485 )
#> 95% ( 0.6331, 0.9711 ) ( 0.6419, 0.9634 )
#>
#> Level Percentile BCa
#> 90% ( 0.5590, 0.8475 ) ( 0.6707, 0.9394 )
#> 95% ( 0.5441, 0.8656 ) ( 0.6375, 0.9394 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=6)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 159 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 6)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.0796, 0.0916 ) (-0.0677, 0.0883 )
#> 95% (-0.0960, 0.1080 ) (-0.1014, 0.0946 )
#>
#> Level Percentile BCa
#> 90% (-0.0271, 0.1289 ) (-0.1200, 0.1014 )
#> 95% (-0.0334, 0.1626 ) (-0.1293, 0.1116 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
plsRglm::boxplots.bootpls(GazYield.boot)
plsRglm::confints.bootpls(GazYield.boot)
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#>
#> Intercept -1.795666103 -1.30822902 -1.777083147 -1.31062595 -1.79473184
#> gravity 0.003190601 0.20003577 0.004762147 0.20772580 -0.03053813
#> pressure -0.133468631 0.22664854 -0.090926341 0.33225412 -0.17236087
#> temp10 -0.507059875 -0.16515293 -0.524860011 -0.19445427 -0.36241771
#> temp 0.633138643 0.97110768 0.641908866 0.96341009 0.54412708
#> batch1 -0.096025866 0.10798710 -0.101437320 0.09458794 -0.03341484
#> batch2 -0.042573908 0.12036132 -0.071027727 0.11654000 -0.03370614
#> batch3 -0.055379381 0.15173132 -0.051163246 0.18097126 -0.04551056
#> batch4 -0.071256289 0.07793523 -0.098774838 0.11043585 -0.11098182
#> batch5 -0.050087311 0.08159064 -0.052863859 0.08709442 -0.02675916
#> batch6 -0.035115397 0.08866164 -0.036008227 0.09065308 -0.02265994
#> batch7 -0.131252811 0.09262879 -0.110859970 0.12486158 -0.19243130
#> batch8 -0.119687054 0.11253096 -0.098447348 0.14456681 -0.17109588
#> batch9 -0.066047918 0.02191312 -0.064825749 0.03170941 -0.06644977
#> batch10 -0.150355239 0.02550847 -0.138694780 0.03374529 -0.15129712
#>
#> Intercept -1.32827465 -1.79003641 -1.27290351
#> gravity 0.17242553 0.01374745 0.23232124
#> pressure 0.25081960 -0.22904919 0.17575108
#> temp10 -0.03201197 -0.41159719 -0.14089043
#> temp 0.86562831 0.63752440 0.93938405
#> batch1 0.16261042 -0.12926642 0.11155144
#> batch2 0.15386158 -0.03371784 0.15067863
#> batch3 0.18662395 -0.10736579 0.12573758
#> batch4 0.09822887 -0.06739647 0.11711929
#> batch5 0.11319911 -0.05081559 0.07810912
#> batch6 0.10400136 -0.03073536 0.09868758
#> batch7 0.04329025 -0.17261179 0.04637555
#> batch8 0.07191828 -0.14987526 0.07304114
#> batch9 0.03008539 -0.08720642 0.01987707
#> batch10 0.02114295 -0.16638364 0.01520956
#> attr(,"typeBCa")
#> [1] TRUE
plsRglm::plots.confints.bootpls(plsRglm::confints.bootpls(GazYield.boot))
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#Raw coefficients
modplsbeta <- plsRbeta(yield~.,data=GasolineYield,nt=3, modele="pls-beta")
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ____Predicting X without NA neither in X or Y____
#> ****________________________________________________****
#>
GazYield.boot.raw <- bootplsbeta(modplsbeta, sim="ordinary", stype="i",
R=250, statistic=coefs.plsRbeta.raw)
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 13 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 11 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 11 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
boot::boot.ci(GazYield.boot.raw, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=1)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.raw, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 1)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-5.096, -2.785 ) (-4.976, -2.763 )
#> 95% (-5.318, -2.564 ) (-5.347, -2.538 )
#>
#> Level Percentile BCa
#> 90% (-5.479, -3.266 ) (-5.184, -2.844 )
#> 95% (-5.704, -2.895 ) (-5.451, -2.531 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.raw, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=2)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.raw, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 2)
#>
#> Intervals :
#> Level Normal Basic
#> 90% ( 0.0049, 0.0316 ) ( 0.0053, 0.0305 )
#> 95% ( 0.0023, 0.0341 ) ( 0.0031, 0.0337 )
#>
#> Level Percentile BCa
#> 90% ( 0.0009, 0.0261 ) ( 0.0040, 0.0322 )
#> 95% (-0.0023, 0.0283 ) ( 0.0023, 0.0382 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.raw, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=3)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.raw, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 3)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.0430, 0.0734 ) (-0.0289, 0.0860 )
#> 95% (-0.0542, 0.0845 ) (-0.0492, 0.0972 )
#>
#> Level Percentile BCa
#> 90% (-0.0249, 0.0899 ) (-0.1367, 0.0559 )
#> 95% (-0.0362, 0.1103 ) (-0.1367, 0.0633 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.raw, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=4)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.raw, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 4)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.0122, -0.0055 ) (-0.0120, -0.0057 )
#> 95% (-0.0128, -0.0048 ) (-0.0130, -0.0049 )
#>
#> Level Percentile BCa
#> 90% (-0.0092, -0.0028 ) (-0.0121, -0.0055 )
#> 95% (-0.0099, -0.0018 ) (-0.0121, -0.0047 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.raw, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=5)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.raw, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 5)
#>
#> Intervals :
#> Level Normal Basic
#> 90% ( 0.0099, 0.0126 ) ( 0.0101, 0.0125 )
#> 95% ( 0.0097, 0.0128 ) ( 0.0100, 0.0130 )
#>
#> Level Percentile BCa
#> 90% ( 0.0091, 0.0115 ) ( 0.0098, 0.0122 )
#> 95% ( 0.0087, 0.0117 ) ( 0.0094, 0.0122 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.raw, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=6)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.raw, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 6)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.2422, 0.2895 ) (-0.2487, 0.2902 )
#> 95% (-0.2931, 0.3404 ) (-0.3396, 0.3617 )
#>
#> Level Percentile BCa
#> 90% (-0.1082, 0.4308 ) (-0.3118, 0.2312 )
#> 95% (-0.1796, 0.5217 ) (-0.3118, 0.3009 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
plsRglm::boxplots.bootpls(GazYield.boot.raw)
plsRglm::confints.bootpls(GazYield.boot.raw)
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#>
#> tempConstante -5.317572156 -2.563976140 -5.346735943 -2.538309878 -5.703803337
#> 0.002316244 0.034139664 0.003129924 0.033731154 -0.002289419
#> -0.054173794 0.084538180 -0.049249953 0.097210342 -0.036178417
#> -0.012820625 -0.004818938 -0.013048030 -0.004890716 -0.009942837
#> 0.009695751 0.012811101 0.009957111 0.012960821 0.008650768
#> -0.293118982 0.340434106 -0.339636169 0.361672322 -0.179615354
#> -0.183792639 0.434037983 -0.222451070 0.479176207 -0.199468736
#> -0.154322666 0.515219645 -0.095084869 0.644102039 -0.186687946
#> -0.210287859 0.235168398 -0.213905571 0.300548148 -0.302173014
#> -0.186508097 0.282544613 -0.216316860 0.323092642 -0.119356837
#> -0.141761523 0.319399590 -0.164728771 0.364656411 -0.135062019
#> -0.458355939 0.382451783 -0.326841679 0.573594427 -0.774688349
#> -0.494728982 0.487518897 -0.346841700 0.609277108 -0.698858594
#> -0.262239135 0.077670156 -0.263048903 0.079577743 -0.220836206
#> -0.493276192 0.080752044 -0.479348225 0.051663618 -0.448604304
#>
#> tempConstante -2.895377272 -5.451337756 -2.530991147
#> 0.028311811 0.002305527 0.038190917
#> 0.110281878 -0.136712378 0.063299503
#> -0.001785523 -0.012065969 -0.004715432
#> 0.011654478 0.009437387 0.012160540
#> 0.521693138 -0.311788436 0.300851181
#> 0.502158541 -0.246093427 0.415430396
#> 0.552498962 -0.530957332 0.428707630
#> 0.212280706 -0.274189453 0.233821114
#> 0.420052665 -0.158068919 0.276821026
#> 0.394323162 -0.276105844 0.294993763
#> 0.125747757 -0.641053439 0.196106239
#> 0.257260215 -0.891439786 0.239995780
#> 0.121790440 -0.248640816 0.065670783
#> 0.082407539 -0.506646078 0.037934830
#> attr(,"typeBCa")
#> [1] TRUE
plsRglm::plots.confints.bootpls(plsRglm::confints.bootpls(GazYield.boot.raw))
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
plot(GazYield.boot.raw,index=2)
boot::jack.after.boot(GazYield.boot.raw, index=2, useJ=TRUE, nt=3)
plot(GazYield.boot.raw, index=2,jack=TRUE)
# PLS bootstrap balanced
GazYield.boot.bal <- bootplsbeta(plsRbeta(yield~.,data=GasolineYield,nt=3,
modele="pls-beta"), sim="balanced", stype="i", R=250)
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ____Predicting X without NA neither in X or Y____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 12 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 6 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 8 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 11 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 14 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 11 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 9 13 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 5 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 10 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 7 9 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> Warning : 12 < 10^{-12}
#> Warning only 0 components could thus be extracted
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
boot::boot.ci(GazYield.boot.bal, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=1)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.bal, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 1)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-1.760, -1.338 ) (-1.759, -1.342 )
#> 95% (-1.800, -1.297 ) (-1.790, -1.272 )
#>
#> Level Percentile BCa
#> 90% (-1.763, -1.346 ) (-1.770, -1.349 )
#> 95% (-1.833, -1.316 ) (-1.841, -1.321 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.bal, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=2)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.bal, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 2)
#>
#> Intervals :
#> Level Normal Basic
#> 90% ( 0.0258, 0.1860 ) ( 0.0125, 0.1872 )
#> 95% ( 0.0104, 0.2014 ) (-0.0031, 0.2111 )
#>
#> Level Percentile BCa
#> 90% (-0.0100, 0.1646 ) ( 0.0342, 0.2002 )
#> 95% (-0.0340, 0.1803 ) ( 0.0221, 0.2010 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.bal, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=3)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.bal, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 3)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.1030, 0.1867 ) (-0.0840, 0.2149 )
#> 95% (-0.1307, 0.2145 ) (-0.1201, 0.2659 )
#>
#> Level Percentile BCa
#> 90% (-0.0550, 0.2439 ) (-0.2411, 0.1595 )
#> 95% (-0.1060, 0.2800 ) (-0.2411, 0.1725 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.bal, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=4)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.bal, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 4)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.4837, -0.1961 ) (-0.4904, -0.2132 )
#> 95% (-0.5113, -0.1685 ) (-0.5109, -0.1913 )
#>
#> Level Percentile BCa
#> 90% (-0.3437, -0.0665 ) (-0.4845, -0.1878 )
#> 95% (-0.3655, -0.0460 ) (-0.4845, -0.1534 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.bal, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=5)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.bal, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 5)
#>
#> Intervals :
#> Level Normal Basic
#> 90% ( 0.6652, 0.9308 ) ( 0.6542, 0.9352 )
#> 95% ( 0.6398, 0.9563 ) ( 0.6214, 0.9468 )
#>
#> Level Percentile BCa
#> 90% ( 0.5724, 0.8533 ) ( 0.6783, 0.9260 )
#> 95% ( 0.5608, 0.8862 ) ( 0.6520, 0.9260 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
boot::boot.ci(GazYield.boot.bal, conf = c(0.90,0.95),
type = c("norm","basic","perc","bca"), index=6)
#> Warning: extreme order statistics used as endpoints
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 155 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.bal, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc", "bca"), index = 6)
#>
#> Intervals :
#> Level Normal Basic
#> 90% (-0.0733, 0.0938 ) (-0.0768, 0.0843 )
#> 95% (-0.0893, 0.1098 ) (-0.0877, 0.1133 )
#>
#> Level Percentile BCa
#> 90% (-0.0231, 0.1380 ) (-0.0786, 0.1033 )
#> 95% (-0.0522, 0.1488 ) (-0.1014, 0.1239 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
#> Warning : BCa Intervals used Extreme Quantiles
#> Some BCa intervals may be unstable
plsRglm::boxplots.bootpls(GazYield.boot.bal)
plsRglm::confints.bootpls(GazYield.boot.bal)
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#>
#> Intercept -1.80013270 -1.29728281 -1.789625506 -1.27186963 -1.83348816
#> gravity 0.01040671 0.20137025 -0.003108463 0.21114384 -0.03395616
#> pressure -0.13072878 0.21445566 -0.120077198 0.26593945 -0.10604620
#> temp10 -0.51125295 -0.16854214 -0.510896526 -0.19134372 -0.36552826
#> temp 0.63979834 0.95626477 0.621357829 0.94675307 0.56078410
#> batch1 -0.08930426 0.10984256 -0.087659925 0.11334911 -0.05217601
#> batch2 -0.04730148 0.12226591 -0.053008994 0.11448702 -0.03165317
#> batch3 -0.06420252 0.16816275 -0.070213451 0.16433117 -0.02887047
#> batch4 -0.05869879 0.07461244 -0.046471033 0.09770315 -0.09824913
#> batch5 -0.04389123 0.08118985 -0.039165982 0.09105151 -0.03071626
#> batch6 -0.03141020 0.08777868 -0.027995517 0.10096013 -0.03296700
#> batch7 -0.12838457 0.07998465 -0.117401426 0.11714847 -0.18471819
#> batch8 -0.10834752 0.08324892 -0.099604303 0.09407003 -0.12059910
#> batch9 -0.06712610 0.02825291 -0.061683702 0.03859454 -0.07333489
#> batch10 -0.13591364 0.01980339 -0.131889607 0.01706083 -0.13461266
#>
#> Intercept -1.31573229 -1.84122520 -1.32066147
#> gravity 0.18029614 0.02209688 0.20096868
#> pressure 0.27997045 -0.24112582 0.17251852
#> temp10 -0.04597546 -0.48445853 -0.15338572
#> temp 0.88617935 0.65201181 0.92595787
#> batch1 0.14883302 -0.10141235 0.12391641
#> batch2 0.13584285 -0.03271830 0.13123994
#> batch3 0.20567416 -0.12463261 0.16047553
#> batch4 0.04592506 -0.05213185 0.08317523
#> batch5 0.09950124 -0.08092131 0.06875122
#> batch6 0.09598865 -0.07535636 0.07960393
#> batch7 0.04983171 -0.17218135 0.05173281
#> batch8 0.07307523 -0.16388287 0.05826268
#> batch9 0.02694335 -0.08694855 0.01895944
#> batch10 0.01433777 -0.13273974 0.01898971
#> attr(,"typeBCa")
#> [1] TRUE
plsRglm::plots.confints.bootpls(plsRglm::confints.bootpls(GazYield.boot.bal))
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
#> Warning: extreme order statistics used as endpoints
plot(GazYield.boot.bal)
boot::jack.after.boot(GazYield.boot.bal, index=1, useJ=TRUE, nt=3)
plot(GazYield.boot.bal,jack=TRUE)
# PLS permutation bootstrap
GazYield.boot.perm <- bootplsbeta(plsRbeta(yield~.,data=GasolineYield,nt=3,
modele="pls-beta"), sim="permutation", stype="i", R=250)
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ____Predicting X without NA neither in X or Y____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
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#>
#> ____************************************************____
#>
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#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#>
#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#>
#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#>
#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Model: pls-beta
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Model: pls-beta
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ____************************************************____
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#>
#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#>
#> Link.phi:
#>
#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
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#>
#> ____************************************************____
#>
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#>
#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
#>
#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ****________________________________________________****
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
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#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
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#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
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#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Model: pls-beta
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
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#> ****________________________________________________****
#>
#> ____************************************************____
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#> Link: logit
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#> Link.phi:
#>
#> Type: ML
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#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
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#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
#> ____************************************************____
#>
#> Model: pls-beta
#>
#> Link: logit
#>
#> Link.phi:
#>
#> Type: ML
#>
#> ____Predicting X without NA neither in X nor in Y____
#> ____Component____ 1 ____
#> ____Component____ 2 ____
#> ____Component____ 3 ____
#> ****________________________________________________****
#>
boot::boot.ci(GazYield.boot.perm, conf = c(0.90,0.95),
type = c("norm","basic","perc"), index=1)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 250 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.perm, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc"), index = 1)
#>
#> Intervals :
#> Level Normal Basic Percentile
#> 90% (-1.676, -1.621 ) (-1.675, -1.618 ) (-1.488, -1.431 )
#> 95% (-1.681, -1.616 ) (-1.678, -1.610 ) (-1.495, -1.427 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
boot::boot.ci(GazYield.boot.perm, conf = c(0.90,0.95),
type = c("norm","basic","perc"), index=2)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 250 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.perm, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc"), index = 2)
#>
#> Intervals :
#> Level Normal Basic Percentile
#> 90% ( 0.1025, 0.2447 ) ( 0.1067, 0.2411 ) (-0.0639, 0.0705 )
#> 95% ( 0.0889, 0.2583 ) ( 0.0734, 0.2507 ) (-0.0735, 0.1037 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
boot::boot.ci(GazYield.boot.perm, conf = c(0.90,0.95),
type = c("norm","basic","perc"), index=3)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 250 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.perm, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc"), index = 3)
#>
#> Intervals :
#> Level Normal Basic Percentile
#> 90% ( 0.0934, 0.2205 ) ( 0.0929, 0.2162 ) (-0.0563, 0.0670 )
#> 95% ( 0.0812, 0.2327 ) ( 0.0829, 0.2337 ) (-0.0738, 0.0770 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
boot::boot.ci(GazYield.boot.perm, conf = c(0.90,0.95),
type = c("norm","basic","perc"), index=4)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 250 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.perm, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc"), index = 4)
#>
#> Intervals :
#> Level Normal Basic Percentile
#> 90% (-0.6586, -0.4754 ) (-0.6579, -0.4812 ) (-0.0756, 0.1010 )
#> 95% (-0.6762, -0.4578 ) (-0.6940, -0.4512 ) (-0.1057, 0.1372 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
boot::boot.ci(GazYield.boot.perm, conf = c(0.90,0.95),
type = c("norm","basic","perc"), index=5)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 250 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.perm, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc"), index = 5)
#>
#> Intervals :
#> Level Normal Basic Percentile
#> 90% ( 1.2950, 1.7370 ) ( 1.2873, 1.7409 ) (-0.2333, 0.2202 )
#> 95% ( 1.2527, 1.7793 ) ( 1.2412, 1.7999 ) (-0.2924, 0.2663 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
boot::boot.ci(GazYield.boot.perm, conf = c(0.90,0.95),
type = c("norm","basic","perc"), index=6)
#> BOOTSTRAP CONFIDENCE INTERVAL CALCULATIONS
#> Based on 250 bootstrap replicates
#>
#> CALL :
#> boot::boot.ci(boot.out = GazYield.boot.perm, conf = c(0.9, 0.95),
#> type = c("norm", "basic", "perc"), index = 6)
#>
#> Intervals :
#> Level Normal Basic Percentile
#> 90% (-0.0808, 0.1922 ) (-0.0722, 0.2067 ) (-0.1455, 0.1333 )
#> 95% (-0.1070, 0.2184 ) (-0.0886, 0.2282 ) (-0.1670, 0.1498 )
#> Calculations and Intervals on Original Scale
#> Some basic intervals may be unstable
#> Some percentile intervals may be unstable
plsRglm::boxplots.bootpls(GazYield.boot.perm)
plot(GazYield.boot.perm)
# }