Matrix-Based Partial Least Squares Estimation


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Documentation for package ‘matrixpls’ version 0.7.0

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matrixpls-package Matrix-based Partial Least Squares estimation
ave Average Variance Extracted indices for matrixpls results
convCheck.absolute Convergence checks
convCheck.relative Convergence checks
convCheck.square Convergence checks
convergenceCheck Convergence checks
cr Composite Reliability indices for matrixpls results
effects.matrixpls Total, Direct, and Indirect Effects for matrixpls results
estimator.cfaLoadings Parameter estimation of a model matrix
estimator.efaLoadings Parameter estimation of a model matrix
estimator.ols Parameter estimation of a model matrix
estimator.plscLoadings Parameter estimation of a model matrix
estimator.plsreg Parameter estimation of a model matrix
estimator.tsls Parameter estimation of a model matrix
fitSummary Summary of model fit of PLS model
fitted.matrixpls Model implied covariance matrix baesd on matrixpls results
gof Goodness of Fit indices for matrixpls results
GSCA Generalized structured component analysis (GSCA) weights
htmt Heterotrait-monotrait ratio
inner.centroid PLS inner estimation
inner.factor PLS inner estimation
inner.gsca PLS inner estimation
inner.identity PLS inner estimation
inner.path PLS inner estimation
innerEstimators PLS inner estimation
loadings.matrixpls Factor loadings matrix from matrixpls results
matrixpls Partial Least Squares and other composite variable models.
matrixpls-common Commonly used arguments
matrixpls.blindfold Blindfold crossvalidation of predictions from matrixpls results
matrixpls.boot Bootstrapping of matrixpls function
matrixpls.plspm A plspm compatibility wrapper for matrixpls
matrixpls.sempls A semPLS compatibility wrapper for matrixpls
matrixpls.sim Monte Carlo simulations with matrixpls
optim.gsca Optimization criteria functions
optim.maximizeFullR2 Optimization criteria functions
optim.maximizeIndicatorR2 Optimization criteria functions
optim.maximizeInnerR2 Optimization criteria functions
optimCriterion Optimization criteria functions
outer.gsca PLS outer estimation
outer.modeA PLS outer estimation
outer.modeB PLS outer estimation
outerEstimators PLS outer estimation
parameterEstimators Parameter estimation of a model matrix
params.separate Parameter estimation with separate regression analyses
predict.matrixpls Predict method for matrixpls results
q2 Q2 predictive relevance statistics
r2 R2 for matrixpls results
reliability.weightLoadingProduct Reliabilities as products of weights and loadings
residuals.matrixpls Residual diagnostics for matrixpls results
signAmbiquityCorrection Sign ambiquity corrections
signChange.construct Sign change corrections for bootstrap
signChange.individual Sign change corrections for bootstrap
signChangeCorrection Sign change corrections for bootstrap
weight.factor Indicator weigth algoritms
weight.fixed Indicator weigth algoritms
weight.optim Indicator weigth algoritms
weight.pls Indicator weigth algoritms
weight.principal Indicator weigth algoritms
weightAlgorithms Indicator weigth algoritms
weightSign.dominantIndicator Sign ambiquity corrections
weightSign.Wold1985 Sign ambiquity corrections
_PACKAGE Matrix-based Partial Least Squares estimation