sNPLS: NPLS Regression with L1 Penalization

Tools for performing variable selection in three-way data using N-PLS in combination with L1 penalization.

Author
David Hervas
Date of publication
2016-11-08 00:57:39
Maintainer
David Hervas <ddhervas@yahoo.es>
License
GPL (>= 2)
Version
0.1.3

View on CRAN

Man pages

coef.sNPLS
Coefficients from a sNPLS model
cv_fit
Internal function for 'cv_snpls'
cv_snpls
Cross-validation for a sNPLS model
plot.cvsNPLS
Plot cross validation results for sNPLS objects
plot.sNPLS
Plots for sNPLS model fits
plot_T
Internal function for 'plot.sNPLS'
plot_time
Internal function for 'plot.sNPLS'
plot_U
Internal function for 'plot.sNPLS'
plot_Wj
Internal function for 'plot.sNPLS'
plot_Wk
Internal function for 'plot.sNPLS'
predict.sNPLS
Predict for sNPLS models
repeat_cv
Repeated cross-validation for sNPLS models
Rmatrix
R-matrix from a sNPLS model fit
sNPLS
Fit a sNPLS model
unfold3w
Unfolding of three-way arrays

Files in this package

sNPLS
sNPLS/NAMESPACE
sNPLS/R
sNPLS/R/sNPLS_fit.R
sNPLS/MD5
sNPLS/DESCRIPTION
sNPLS/man
sNPLS/man/plot_Wk.Rd
sNPLS/man/unfold3w.Rd
sNPLS/man/plot.sNPLS.Rd
sNPLS/man/repeat_cv.Rd
sNPLS/man/plot_U.Rd
sNPLS/man/coef.sNPLS.Rd
sNPLS/man/plot_time.Rd
sNPLS/man/sNPLS.Rd
sNPLS/man/Rmatrix.Rd
sNPLS/man/cv_fit.Rd
sNPLS/man/predict.sNPLS.Rd
sNPLS/man/plot_Wj.Rd
sNPLS/man/plot.cvsNPLS.Rd
sNPLS/man/cv_snpls.Rd
sNPLS/man/plot_T.Rd