bootPLS-package
|
bootPLS-package |
coefs.plsR.CSim()
|
Bootstrap (Y,T) functions for PLSR |
coefs.plsR.adapt.ncomp()
|
Bootstrap (Y,X) for the coefficients with number of components updated
for each resampling. |
coefs.plsRglm.CSim()
|
Bootstrap (Y,T) function for PLSGLR
A function passed to boot to perform bootstrap. |
coefs.sgpls.CSim()
|
Bootstrap (Y,T) function for plsRglm
A function passed to boot to perform bootstrap. |
datasim
|
Simulated dataset for gamma family based PLSR |
nbcomp.bootplsR()
|
Non-parametric (Y,T) Bootstrap for selecting the number of components in PLSR
models |
nbcomp.bootplsRglm()
|
Non-parametric (Y,T) Bootstrap for selecting the number of components in PLS
GLR models |
nbcomp.bootsgpls()
|
Number of components for SGPLS using (Y,T) bootstrap |
nbcomp.bootsgpls.para()
|
Number of components for SGPLS using (Y,T) bootstrap
(parallel version) |
nbcomp.bootspls()
|
Title |
nbcomp.bootspls.para()
|
Title |
permcoefs.plsR.CSim()
|
Permutation bootstrap (Y,T) function for PLSR |
permcoefs.plsRglm.CSim()
|
Permutation bootstrap (Y,T) function for PLSGLR
A function passed to boot to perform bootstrap. |
permcoefs.sgpls.CSim()
|
Permutation Bootstrap (Y,T) function for plsRglm |
signpred2()
|
Graphical assessment of the stability of selected variables |
simul_data_UniYX_gamma()
|
Data generating function for univariate gamma plsR models |