mdatools (version 0.7.0)

pls.cal: PLS model calibration

Description

Calibrates (builds) a PLS model for given data and parameters

Usage

pls.cal(x, y, ncomp, center, scale, method = "simpls", cv = FALSE, light = FALSE)

Arguments

x

a matrix with x values (predictors)

y

a matrix with y values (responses)

ncomp

number of components to calculate

center

logical, do mean centering or not

scale

logical, do standardization or not

method

algorithm for compiting PC space (only 'simpls' is supported so far)

cv

logical, does calibration for cross-validation or not

light

logical, calculate a "light" model or normal one

Value

model an object with calibrated PLS model