Matrix-based Partial Least Squares estimation

Documentation for package ‘matrixpls’ version 0.1.0

matrixpls-package	Matrix-based Partial Least Squares estimation
AVE	Average Variance Extracted indices for PLS model
CR	Composite Reliability indices for PLS model
effects.matrixpls	Total, Direct, and Indirect Effects for PLS model
fitSummary	Summary of model fit of PLS model
GoF	Goodness of Fit indices for PLS model
inner.centroid	PLS inner estimation with the centroid scheme
inner.factor	PLS inner estimation with the factor scheme
inner.GSCA	GSCA inner estimation
inner.identity	PLS inner estimation with the identity scheme
inner.path	PLS inner estimation with the path scheme
loadings.matrixpls	Factor loadings matrix from PLS model
matrixpls	Partial Least Squares estimation
matrixpls.boot	Bootstrapping of matrixpls function
matrixpls.plspm	A plspm compatibility wrapper for matrixpls
matrixpls.sim	Monte Carlo simulations with matrixpls
matrixpls.weights	Partial Least Squares weight algorithm
outer.fixedWeights	PLS outer estimation with fixed weights
outer.GSCA	GSCA outer estimation
outer.modeA	PLS outer estimation with Mode A
outer.modeB	PLS outer estimation with Mode B
params.plsregression	Parameter estimation with PLS regression
params.regression	Parameter estimation with separate regression analyses
R2	R2 for PLS model
residuals.matrixpls	Residual diagnostics for PLS model