matrixpls: Matrix-Based Partial Least Squares Estimation

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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.

Author
Mikko Rönkkö [aut, cre]
Date of publication
2016-12-06 07:52:37
Maintainer
Mikko Rönkkö <mikko.ronkko@aalto.fi>
License
GPL-3
Version
1.0.3
URLs

View on CRAN

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.
matrixpls.boot
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

Files in this package

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