pls.simpls: SIMPLS algorithm
In mdatools: Multivariate Data Analysis for Chemometrics
pls.simpls R Documentation
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).
mdatools documentation built on Sept. 11, 2024, 7:59 p.m.
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| pls.simpls | R Documentation |
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).
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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