PLS.GLM: Partial Least Squares-Generalized Linear Model (PLS-GLM)...

Description Usage Arguments Value Author(s)

View source: R/AllFunctions.R

Description

Takes in a set of predictor variables and a set of response variables and gives the PLS-GLM parameters.

Usage

1
PLS.GLM(X, y, A, PLS_algorithm = NULL, eps = 1e-04, ...)

Arguments

X

A (NxP) predictor matrix

y

A (Nx1) Poisson-distributed response vector

A

The number of PLS components

PLS_algorithm

The mod.NIPALS algorithm

eps

Cut off value for convergence step

...

Other arguments. Currently ignored

Value

The PLS-GLM parameters of D=[X y]

Author(s)

Opeoluwa F. Oyedele and Sugnet Gardner-Lubbe


PLSbiplot1 documentation built on May 2, 2019, 9:41 a.m.