plsdepot: Partial Least Squares (PLS) Data Analysis Methods

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plsdepot contains different methods for PLS analysis of one or two data tables such as Tucker's Inter-Battery, NIPALS, SIMPLS, SIMPLS-CA, PLS Regression, and PLS Canonical Analysis. The main reference for this software is the awesome book (in French) 'La Regression PLS: Theorie et Pratique' by Michel Tenenhaus.

Author
Gaston Sanchez
Date of publication
2012-11-13 07:01:32
Maintainer
Gaston Sanchez <gaston.stat@gmail.com>
License
GPL-3
Version
0.1.17
URLs

View on CRAN

Man pages

carscomplete
carscomplete data set
carsmissing
carsmissing data set
cornell
Cornell data set
interbat
Tucker's Inter-Battery Method of Factor Analysis
linnerud
Linnerud data set
nipals
NIPALS: Non-linear Iterative Partial Least Squares
plot.interbat
Plot inter-battery basic results
plot.nipals
Plot NIPALS basic results
plot.plsca
Plot PLS-CA basic results
plot.plsreg1
Plot PLS-R1 basic results
plot.plsreg2
Plot PLS-R2 basic results
plot.simpls
Plot simpls basic results
plot.simplsca
Plot SIMPLS-CA basic results
plsca
PLS-CA: Partial Least Squares Canonical Analysis
plsreg1
PLS-R1: Partial Least Squares Regression 1
plsreg2
PLS-R2: Partial Least Squares Regression 2
ropes
Climbing Ropes data set
simpls
SIMPLS: Alternative Approach to PLS Regression
simplsca
SIMPLS-CA: SIMPLS Canonical Analysis
vehicles
Vehicles data set

Files in this package

plsdepot
plsdepot/MD5
plsdepot/README.md
plsdepot/R
plsdepot/R/simplsca.R
plsdepot/R/simpls.R
plsdepot/R/print.simplsca.R
plsdepot/R/print.simpls.R
plsdepot/R/print.plsreg2.R
plsdepot/R/print.plsreg1.R
plsdepot/R/print.plsca.R
plsdepot/R/print.nipals.R
plsdepot/R/print.interbat.R
plsdepot/R/plsreg2.R
plsdepot/R/plsreg1.R
plsdepot/R/plsca.R
plsdepot/R/plot.simplsca.R
plsdepot/R/plot.simpls.R
plsdepot/R/plot.plsreg2.R
plsdepot/R/plot.plsreg1.R
plsdepot/R/plot.plsca.R
plsdepot/R/plot.nipals.R
plsdepot/R/plot.interbat.R
plsdepot/R/nipals.R
plsdepot/R/interbat.R
plsdepot/NEWS
plsdepot/NAMESPACE
plsdepot/man
plsdepot/man/vehicles.Rd
plsdepot/man/simplsca.Rd
plsdepot/man/simpls.Rd
plsdepot/man/ropes.Rd
plsdepot/man/plsreg2.Rd
plsdepot/man/plsreg1.Rd
plsdepot/man/plsca.Rd
plsdepot/man/plot.simplsca.Rd
plsdepot/man/plot.simpls.Rd
plsdepot/man/plot.plsreg2.Rd
plsdepot/man/plot.plsreg1.Rd
plsdepot/man/plot.plsca.Rd
plsdepot/man/plot.nipals.Rd
plsdepot/man/plot.interbat.Rd
plsdepot/man/nipals.Rd
plsdepot/man/linnerud.Rd
plsdepot/man/interbat.Rd
plsdepot/man/cornell.Rd
plsdepot/man/carsmissing.Rd
plsdepot/man/carscomplete.Rd
plsdepot/DESCRIPTION
plsdepot/data
plsdepot/data/vehicles.rda
plsdepot/data/ropes.rda
plsdepot/data/linnerud.rda
plsdepot/data/cornell.rda
plsdepot/data/carsmissing.rda
plsdepot/data/carscomplete.rda