pls v2.7-0


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


Date 2018-08-20
Encoding UTF-8
LazyData yes
License GPL-2
NeedsCompilation no
Packaged 2018-08-20 18:36:26 UTC; bhm
Repository CRAN
Date/Publication 2018-08-21 05:10:11 UTC

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