matrixpls: Matrix-Based Partial Least Squares Estimation
Version 1.0.5

Partial Least Squares Path Modeling algorithm and related algorithms. The algorithm implementations aim for computational efficiency using matrix algebra and covariance data. The package is designed toward Monte Carlo simulations and includes functions to perform simple Monte Carlo simulations.

Browse man pages Browse package API and functions Browse package files

AuthorMikko Rönkkö [aut, cre]
Date of publication2017-05-03 22:51:36 UTC
MaintainerMikko Rönkkö <mikko.ronkko@jyu.fi>
LicenseGPL-3
Version1.0.5
URL https://github.com/mronkko/matrixpls
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("matrixpls")

Man pages

ave: Average Variance Extracted indices for matrixpls results
convCheck: Convergence checks
cr: Composite Reliability indices for matrixpls results
effects.matrixpls: Total, Direct, and Indirect Effects for matrixpls results
estimator: Parameter estimation of a model matrix
fitSummary: Summary of model fit of PLS model
fitted.matrixpls: Model implied covariance matrix based on matrixpls results
gof: Goodness of Fit indices for matrixpls results
GSCA: Generalized structured component analysis (GSCA) weights
htmt: Heterotrait-monotrait ratio
innerEstim: PLS inner estimation
loadings: Factor loadings matrix from matrixpls results
matrixpls: Partial Least Squares and other composite variable models.
matrixplsboot: Bootstrapping of matrixpls function
matrixpls-common: Commonly used arguments
matrixpls.crossvalidate: Cross-validation of predictions from matrixpls results
matrixpls-functions: All estimation function types
matrixpls-package: Matrix-based Partial Least Squares estimation
matrixpls.plspm: A plspm compatibility wrapper for matrixpls
matrixpls.sempls: A semPLS compatibility wrapper for matrixpls
matrixpls.sim: Monte Carlo simulations with matrixpls
optimCrit: Optimization criteria functions
outerEstim: PLS outer estimation
parameterEstim: Parameter estimation of full model
predict.matrixpls: Predict method for matrixpls results
q2: Q2 predictive relevance statistics
r2: R2 for matrixpls results
reliabilityEstim: Reliabilities as products of weights and loadings
residuals.matrixpls: Residual diagnostics for matrixpls results
signChange: Sign change corrections for bootstrap
weightFun: Indicator weigth algoritms
weightSign: Sign ambiquity corrections

Functions

GSCA Man page
_PACKAGE Man page
ave Man page Source code
ave.matrixpls Source code
convCheck Man page
convCheck.absolute Man page Source code
convCheck.relative Man page Source code
convCheck.square Man page Source code
convergenceStatus Source code
cr Man page Source code
cr.matrixpls Source code
defaultWeightModelWithModel Source code
effects.matrixpls Man page Source code
estimatesMatrixToVector Source code
estimator Man page
estimator.cfaLoadings Man page Source code
estimator.efaLoadings Man page Source code
estimator.ols Man page Source code
estimator.plscLoadings Man page Source code
estimator.plsreg Man page Source code
estimator.tsls Man page Source code
fitSummary Man page Source code
fitted.matrixpls Man page Source code
get_bootDataFrame Source code
get_params Source code
get_plsr1 Source code
gof Man page Source code
gof.matrixpls Source code
htmt Man page Source code
innerEstim Man page
innerEstim.centroid Man page Source code
innerEstim.factor Man page Source code
innerEstim.gsca Man page Source code
innerEstim.identity Man page Source code
innerEstim.path Man page Source code
is.lavaancall Source code
is.matrixpls.model Source code
is.partable Source code
lavaanParTableToNativeFormat Source code
loadings Man page Source code
loadings.matrixpls Source code
matrixpls Man page Source code
matrixpls-common Man page
matrixpls-functions Man page
matrixpls-package Man page
matrixpls.boot Man page Source code
matrixpls.crossvalidate Man page Source code
matrixpls.plspm Man page Source code
matrixpls.sempls Man page Source code
matrixpls.sim Man page Source code
matrixplsboot Man page
optimCrit Man page
optimCrit.gsca Man page Source code
optimCrit.maximizeFullR2 Man page Source code
optimCrit.maximizeIndicatorR2 Man page Source code
optimCrit.maximizeInnerR2 Man page Source code
outerEstim Man page
outerEstim.fixed Man page Source code
outerEstim.gsca Man page Source code
outerEstim.modeA Man page Source code
outerEstim.modeB Man page Source code
parameterEstim Man page
parameterEstim.separate Man page Source code
parseModelToNativeFormat Source code
predict.matrixpls Man page Source code
print.matrixplfitsummary Source code
print.matrixpls Source code
print.matrixplsave Source code
print.matrixplsboot Source code
print.matrixplsbootsummary Source code
print.matrixplscr Source code
print.matrixplseffects Source code
print.matrixplsgof Source code
print.matrixplshtmt Source code
print.matrixplsq2 Source code
print.matrixplsr2 Source code
print.matrixplsresiduals Source code
print.matrixplssummary Source code
print.matrixplsweights Source code
q2 Man page Source code
r2 Man page Source code
r2.matrixpls Source code
reliabilityEstim Man page
reliabilityEstim.alpha Man page Source code
reliabilityEstim.weightLoadingProduct Man page Source code
residuals.matrixpls Man page Source code
scaleWeights Source code
signChange Man page
signChange.construct Man page Source code
signChange.individual Man page Source code
summary.matrixpls Source code
summary.matrixplsboot Man page Source code
weightFun Man page
weightFun.factor Man page Source code
weightFun.fixed Man page Source code
weightFun.optim Man page Source code
weightFun.pls Man page Source code
weightFun.principal Man page Source code
weightSign Man page
weightSign.Wold1985 Man page Source code
weightSign.dominantIndicator Man page Source code

Files

inst
inst/CITATION
inst/doc
inst/doc/matrixpls-intro.pdf.asis
inst/doc/matrixpls-intro.pdf
NAMESPACE
NEWS
R
R/matrixpls.predict.R
R/matrixpls.sim.R
R/weightSign.R
R/matrixpls.plspm.R
R/matrixpls.R
R/matrixpls.util.R
R/matrixpls.crossvalidate.R
R/signChange.R
R/weightFun.R
R/outerEstim.R
R/matrixpls.sempls.R
R/estimator.R
R/innerEstim.R
R/matrixpls.postestimation.R
R/matrixpls.boot.R
R/paramEstimator.R
R/convCheck.R
R/reliabilityEstim.R
R/matrixpls.optim.R
vignettes
vignettes/matrixpls-intro.Rmd
vignettes/matrixpls-intro.bib
vignettes/compileVignette.R
vignettes/jsslogo.jpg
vignettes/matrixpls-intro.pdf.asis
MD5
build
build/vignette.rds
DESCRIPTION
man
man/optimCrit.Rd
man/reliabilityEstim.Rd
man/ave.Rd
man/q2.Rd
man/weightSign.Rd
man/cr.Rd
man/convCheck.Rd
man/weightFun.Rd
man/innerEstim.Rd
man/matrixplsboot.Rd
man/matrixpls-package.Rd
man/effects.matrixpls.Rd
man/matrixpls.sempls.Rd
man/htmt.Rd
man/signChange.Rd
man/fitSummary.Rd
man/estimator.Rd
man/matrixpls.Rd
man/residuals.matrixpls.Rd
man/parameterEstim.Rd
man/GSCA.Rd
man/matrixpls-common.Rd
man/loadings.Rd
man/matrixpls.plspm.Rd
man/predict.matrixpls.Rd
man/r2.Rd
man/matrixpls.sim.Rd
man/matrixpls.crossvalidate.Rd
man/fitted.matrixpls.Rd
man/gof.Rd
man/matrixpls-functions.Rd
man/outerEstim.Rd
matrixpls documentation built on May 20, 2017, 4:47 a.m.