Package index

All functions

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

coefs.sgpls.CSim()

Bootstrap (Y,T) function for plsRglm

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

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