R: Bootstrap Hyperparameter Selection for PLS Models and Extensions

# Bootstrap Hyperparameter Selection for PLS Models and Extensions

## Documentation for package ‘bootPLS’ version 1.2.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

coefs.plsR.adapt.ncomp | Bootstrap (Y,X) for the coefficients with number of components updated for each resampling.
coefs.plsR.CSim | Bootstrap (Y,T) functions for PLSR
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