Partial Least Squares-Generalized Linear Model (PLS-GLM) fitted for Binomial y

Description

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

Usage

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

Arguments

X

A (NxP) predictor matrix

y

A (Nx1) Binomial-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

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