pls v2.7-1


Monthly downloads



Partial Least Squares and Principal Component Regression

Multivariate regression methods Partial Least Squares Regression (PLSR), Principal Component Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS).

Functions in pls

Name Description
mvrVal MSEP, RMSEP and R2 of PLSR and PCR models
plot.mvr Plot Method for MVR objects
mvrCv Cross-validation Sijmen de Jong's SIMPLS
selectNcomp Suggestions for the optimal number of components in PCR and PLSR models Principal Component Regression
validationplot Validation Plots
naExcludeMvr Adjust for Missing Values
mvr Partial Least Squares and Principal Component Regression CPPLS (Indahl et al.)
var.jack Jackknife Variance Estimates of Regression Coefficients
mayonnaise NIR measurements and oil types of mayonnaise
msc Multiplicative Scatter Correction Wide Kernel PLS (R<U+00E4>nnar et al.) Orthogonal scores PLSR
stdize Standardization of Data Matrices
oliveoil Sensory and physico-chemical data of olive oils
summary.mvr Summary and Print Methods for PLSR and PCR objects
pls.options Set or return options for the pls package
scoreplot Plots of Scores, Loadings and Correlation Loadings
predict.mvr Predict Method for PLSR and PCR
predplot Prediction Plots
yarn NIR spectra and density measurements of PET yarns
scores Extract Scores and Loadings from PLSR and PCR Models
delete.intercept Delete intercept from model matrix
coefplot Plot Regression Coefficients of PLSR and PCR models
gasoline Octane numbers and NIR spectra of gasoline
coef.mvr Extract Information From a Fitted PLSR or PCR Model
biplot.mvr Biplots of PLSR and PCR Models.
cvsegments Generate segments for cross-validation
crossval Cross-validation of PLSR and PCR models Kernel PLS (Dayal and MacGregor)
jack.test Jackknife approximate t tests of regression coefficients
No Results!

Vignettes of pls

No Results!

Last month downloads


Date 2019-03-23
Encoding UTF-8
LazyData yes
License GPL-2
NeedsCompilation no
Packaged 2019-03-23 17:32:09 UTC; bhm
Repository CRAN
Date/Publication 2019-03-23 18:00:03 UTC

Include our badge in your README