Learn R Programming

mdatools (version 0.7.0)

pls.simpls: 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).