Variable Selection in Partial Least Squares

Interfaces and methods for variable selection in Partial Least Squares. The methods include filter methods, wrapper methods and embedded methods. Both regression and classification is supported.


Variable selection methods for Partial Least Squares

News

NEWS file for package plsVarSel Interfaces and methods for variable selection in Partial Least Squares. Kristian Hovde Liland, Tahir Mehmood, and Solve Sæbø, Norway

Version 0.9.3

Date: 22 November 2017

Fixed bug with 1 component VIP introduced with 0.9.2.

Version 0.9.2

Date: 09 November 2017

Corrected a grave error in the VIP method. Fixed issues concerning new testing routines with CRAN.

Reference manual

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install.packages("plsVarSel")

0.9.4 by Kristian Hovde Liland, a year ago


Browse source code at https://github.com/cran/plsVarSel


Authors: Kristian Hovde Liland , Tahir Mehmood , Solve Sæbø


Documentation:   PDF Manual  


GPL (>= 2) license


Imports grDevices, graphics, genalg, mvtnorm, bdsmatrix, MASS, progress, parallel, stats

Depends on pls

Suggests Rmpi


See at CRAN