rchemo (version 0.1-3)

transform: Generic transform function

Description

Transformation of the X-data by a fitted model.

Usage

transform(object, X, ...)

Value

the transformed X-data

Arguments

object

A fitted model, output of a call to a fitting function.

X

New X-data to consider.

...

Optional arguments.

Examples

## EXAMPLE 1

n <- 6 ; p <- 4
X <- matrix(rnorm(n * p), ncol = p)
y <- rnorm(n)

fm <- pcaeigen(X, nlv = 3)

fm$T
transform(fm, X[1:2, ], nlv = 2)

## EXAMPLE 2

n <- 6 ; p <- 4
X <- matrix(rnorm(n * p), ncol = p)
y <- rnorm(n)

fm <- plskern(X, y, nlv = 3)
fm$T
transform(fm, X[1:2, ], nlv = 2)