pls v2.7-3


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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
gasoline Octane numbers and NIR spectra of gasoline
cvsegments Generate segments for cross-validation
jack.test Jackknife approximate t tests of regression coefficients
delete.intercept Delete intercept from model matrix
crossval Cross-validation of PLSR and PCR models Kernel PLS (Dayal and MacGregor)
biplot.mvr Biplots of PLSR and PCR Models.
coef.mvr Extract Information From a Fitted PLSR or PCR Model CPPLS (Indahl et al.)
coefplot Plot Regression Coefficients of PLSR and PCR models
mvrVal MSEP, RMSEP and R2 of PLSR and PCR models
naExcludeMvr Adjust for Missing Values
pls.options Set or return options for the pls package
plot.mvr Plot Method for MVR objects
mayonnaise NIR measurements and oil types of mayonnaise
msc Multiplicative Scatter Correction
mvrCv Cross-validation
mvr Partial Least Squares and Principal Component Regression
validationplot Validation Plots Principal Component Regression
selectNcomp Suggestions for the optimal number of components in PCR and PLSR models Sijmen de Jong's SIMPLS
summary.mvr Summary and Print Methods for PLSR and PCR objects
yarn NIR spectra and density measurements of PET yarns
stdize Standardization of Data Matrices Orthogonal scores PLSR
oliveoil Sensory and physico-chemical data of olive oils
scores Extract Scores and Loadings from PLSR and PCR Models
scoreplot Plots of Scores, Loadings and Correlation Loadings
predplot Prediction Plots
predict.mvr Predict Method for PLSR and PCR Wide Kernel PLS (R<U+00E4>nnar et al.)
var.jack Jackknife Variance Estimates of Regression Coefficients
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Vignettes of pls

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Last month downloads


Date 2020-08-04
Encoding UTF-8
LazyData yes
License GPL-2
NeedsCompilation no
Packaged 2020-08-04 20:06:07 UTC; bhm
Repository CRAN
Date/Publication 2020-08-07 09:10:05 UTC

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