coef.plsRmodel: coef method for plsR models

In fbertran/plsRglm: Partial Least Squares Regression for Generalized Linear Models

coef method for plsR models

Description

This function provides a coef method for the class "plsRmodel"

Usage

## S3 method for class 'plsRmodel'
coef(object, type = c("scaled", "original"), ...)

Arguments

object	an object of the class "plsRmodel"
type	if scaled, the coefficients of the predictors are given for the scaled predictors, if original the coefficients are to be used with the predictors on their original scale.
...	not used

Value

An object of class coef.plsRmodel.

CoeffC	Coefficients of the components.
Std.Coeffs	Coefficients of the scaled predictors.
Coeffs	Coefficients of the untransformed predictors (on their original scale).

Author(s)

Frédéric Bertrand
[e-mail]
https://fbertran.github.io/homepage/

See Also

coef

Examples

data(Cornell)
XCornell<-Cornell[,1:7]
yCornell<-Cornell[,8]
modpls <- plsRglm(yCornell,XCornell,3,modele="pls")
class(modpls)
coef(modpls)
coef(modpls,type="scaled")
rm(list=c("XCornell","yCornell","modpls"))

fbertran/plsRglm documentation built on March 23, 2023, 2:14 a.m.