svdpls1c {pdmclass}R Documentation

Classify Microarray Data by Partial Least Squares

Description

This function is used by pdmClass and pdmGenes to classify microarray data by partial least squares. It is an internal function and not intended to be called by the end user.

Usage

svdpls1c(X, y, ...)

Arguments

X A numeric matrix assumed to be centred so columns sum to zero.
y A numeric vector assumed to sum to zero.
... Further arguments to the function

Value

An object of class pls, containing the following items:

fitted.values The fitted values.
coefficients The model coefficients.
dimension The number of PLS factors in the model.
xmeans The sample means.

Author(s)

Mike Denham

References

http://www.sph.umich.edu/~ghoshd/COMPBIO/POPTSCORE


[Package pdmclass version 1.6.0 Index]