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2.7-3
2.7-2
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Install
install.packages('pls')
Monthly Downloads
40,030
Version
2.7-3
License
GPL-2
Issues
3
Pull Requests
0
Stars
22
Forks
2
Repository
https://github.com/bhmevik/pls
Homepage
https://mevik.net/work/software/pls.html
Maintainer
Bj<c3><b8>rn-Helge Mevik
Last Published
August 7th, 2020
Functions in pls (2.7-3)
Search functions
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
kernelpls.fit
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.fit
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
svdpc.fit
Principal Component Regression
selectNcomp
Suggestions for the optimal number of components in PCR and PLSR models
simpls.fit
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
oscorespls.fit
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
widekernelpls.fit
Wide Kernel PLS (R<U+00E4>nnar et al.)
var.jack
Jackknife Variance Estimates of Regression Coefficients