matrixpls: Matrix-Based Partial Least Squares Estimation

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.

AuthorMikko Rönkkö [aut, cre]
Date of publication2016-12-13 15:33:51
MaintainerMikko Rönkkö <mikko.ronkko@aalto.fi>
LicenseGPL-3
Version1.0.4
https://github.com/mronkko/matrixpls

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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