pls.simpls {mdatools}

SIMPLS algorithm

Description

SIMPLS algorithm for calibration of PLS model

Usage

pls.simpls(x, y, ncomp, cv = FALSE)

Arguments

x

a matrix with x values (predictors)

y

a matrix with y values (responses)

ncomp

number of components to calculate

cv

logical, is model calibrated during cross-validation or not

Value

a list with computed regression coefficients, loadings and scores for x and y matrices, and weights.

References

[1]. S. de Jong. SIMPLS: An Alternative approach to partial least squares regression. Chemometrics and Intelligent Laboratory Systems, 18, 1993 (251-263).