mdatools (version 0.8.2)

selectCompNum.pls: Select optimal number of components for PLS model

Description

Allows user to select optimal number of components for PLS model

Usage

# S3 method for pls
selectCompNum(model, ncomp = NULL)

Arguments

model

PLS model (object of class pls)

ncomp

number of components to select

Value

the same model with selected number of components

Details

If number of components is not specified, the Wold's R criterion is used. See examples in help for pls function.