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sNPLS (version 0.1.3)

NPLS Regression with L1 Penalization

Description

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

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Version

Install

install.packages('sNPLS')

Monthly Downloads

265

Version

0.1.3

License

GPL (>= 2)

Maintainer

David Hervas

Last Published

November 8th, 2016

Functions in sNPLS (0.1.3)

coef.sNPLS

Coefficients from a sNPLS model
plot_time

Internal function for plot.sNPLS
plot.cvsNPLS

Plot cross validation results for sNPLS objects
plot.sNPLS

Plots for sNPLS model fits
cv_fit

Internal function for cv_snpls
plot_Wj

Internal function for plot.sNPLS
plot_T

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
plot_U

Internal function for plot.sNPLS
cv_snpls

Cross-validation for a sNPLS model
plot_Wk

Internal function for plot.sNPLS