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matrixpls (version 0.6.0)

Matrix-Based Partial Least Squares Estimation

Description

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.

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Install

install.packages('matrixpls')

Monthly Downloads

58

Version

0.6.0

License

GPL-3

Issues

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Maintainer

Mikko Rönkkö

Last Published

November 24th, 2015

Functions in matrixpls (0.6.0)

GSCA

Generalized structured component analysis (GSCA) weights
ave

Average Variance Extracted indices for matrixpls results
convergenceCheck

Convergence checks
fitSummary

Summary of model fit of PLS model
matrixpls-package

Matrix-based Partial Least Squares estimation
reliability.weightLoadingProduct

Reliabilities as products of weights and loadings
htmt

Heterotrait-monotrait ratio
effects.matrixpls

Total, Direct, and Indirect Effects for matrixpls results
optimCriterion

Optimization criteria functions
params.separate

Parameter estimation with separate regression analyses
matrixpls.sempls

A semPLS compatibility wrapper for matrixpls
loadings.matrixpls

Factor loadings matrix from matrixpls results
innerEstimators

PLS inner estimation
matrixpls

Partial Least Squares and other composite variable models.
matrixpls-common

Commonly used arguments
predict.matrixpls

Predict method for matrixpls results
signAmbiquityCorrection

Sign ambiquity corrections
r2

R2 for matrixpls results
cr

Composite Reliability indices for matrixpls results
fitted.matrixpls

Model implied covariance matrix baesd on matrixpls results
weightAlgorithms

Indicator weigth algoritms
outerEstimators

PLS outer estimation
residuals.matrixpls

Residual diagnostics for matrixpls results
matrixpls.sim

Monte Carlo simulations with matrixpls
gof

Goodness of Fit indices for matrixpls results
matrixpls.plspm

A plspm compatibility wrapper for matrixpls
parameterEstimators

Parameter estimation of a model matrix
signChangeCorrection

Sign change corrections for bootstrap
matrixpls.boot

Bootstrapping of matrixpls function