Matrix-Based Partial Least Squares Estimation


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Documentation for package ‘matrixpls’ version 1.0.13

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matrixpls-package Matrix-based Partial Least Squares estimation
ave Average Variance Extracted indices for matrixpls results
cei Composite Equivalence Indices
convCheck Convergence checks
convCheck.absolute Convergence checks
convCheck.relative Convergence checks
convCheck.square 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
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 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
innerEstim.centroid PLS inner estimation
innerEstim.factor PLS inner estimation
innerEstim.gsca PLS inner estimation
innerEstim.identity PLS inner estimation
innerEstim.path PLS inner estimation
loadings Factor loadings matrix from matrixpls results
matrixpls Partial Least Squares and other composite variable models.
matrixpls-common Commonly used arguments
matrixpls-functions All estimation function types
matrixpls.boot Bootstrapping of matrixpls function
matrixpls.crossvalidate Cross-validation of predictions from matrixpls results
matrixpls.plspm A plspm compatibility wrapper for matrixpls
matrixpls.sempls A semPLS compatibility wrapper for matrixpls
matrixpls.sim Monte Carlo simulations with matrixpls
matrixplsboot Bootstrapping of matrixpls function
optimCrit Optimization criteria functions
optimCrit.gsca Optimization criteria functions
optimCrit.maximizeFullR2 Optimization criteria functions
optimCrit.maximizeIndicatorR2 Optimization criteria functions
optimCrit.maximizeInnerR2 Optimization criteria functions
outerEstim PLS outer estimation
outerEstim.fixed PLS outer estimation
outerEstim.gsca PLS outer estimation
outerEstim.modeA PLS outer estimation
outerEstim.modeB PLS outer estimation
parameterEstim Parameter estimation of full model
parameterEstim.separate 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
reliabilityEstim.alpha Reliabilities as products of weights and loadings
reliabilityEstim.weightLoadingProduct Reliabilities as products of weights and loadings
residuals.matrixpls Residual diagnostics for matrixpls results
satisfaction Satisfaction dataset
signChange Sign change corrections for bootstrap
signChange.construct Sign change corrections for bootstrap
signChange.individual Sign change corrections for bootstrap
summary.matrixplsboot Bootstrapping of matrixpls function
weightFun Indicator weight algoritms
weightFun.factor Indicator weight algoritms
weightFun.fixed Indicator weight algoritms
weightFun.optim Indicator weight algoritms
weightFun.pls Indicator weight algoritms
weightFun.principal Indicator weight algoritms
weightSign Sign ambiguity corrections
weightSign.dominantIndicator Sign ambiguity corrections
weightSign.Wold1985 Sign ambiguity corrections
_PACKAGE Matrix-based Partial Least Squares estimation