semPLS: Structural Equation Modeling Using Partial Least Squares

Fits structural equation models using partial least squares (PLS). The PLS approach is referred to as 'soft-modeling' technique requiring no distributional assumptions on the observed data.

Author
Armin Monecke <armin.monecke@stat.uni-muenchen.de>
Date of publication
2013-01-21 15:09:52
Maintainer
Armin Monecke <armin.monecke@stat.uni-muenchen.de>
License
GPL-2
Version
1.0-10

View on CRAN

Man pages

bootsempls
Bootstrap a PLS path model
hanafi2007
Hanafi (2007): Example Data
mobi
Measurement Instrument for the Mobile Phone Industry
pathDiagram
Draw Path Diagram
plsm
Specification of Path Model
plsm2sem
Convert Model for Use in 'sem'
plsmUtils
Utility methods for 'plsm' objects.
read.splsm
Import of XML Model Description Specified in SmartPLS
sempls
Structural Equation Modeling by Partial Least Squares
semplsGOF
Quality Indices and Goodness of fit measures for pls path...

Files in this package

semPLS
semPLS/MD5
semPLS/R
semPLS/R/misc.R
semPLS/R/resempls.R
semPLS/R/path.R
semPLS/R/predict.R
semPLS/R/step5.R
semPLS/R/rSquared.R
semPLS/R/plsm2sem.R
semPLS/R/plsWeights.R
semPLS/R/saturate.R
semPLS/R/plots.R
semPLS/R/step2.R
semPLS/R/centroid.R
semPLS/R/plsLoadings.R
semPLS/R/mvpairs.R
semPLS/R/innerW.R
semPLS/R/logLik.R
semPLS/R/block.R
semPLS/R/coefficients.R
semPLS/R/pathDiagram.R
semPLS/R/outerApprx.R
semPLS/R/read.splsm.R
semPLS/R/bootsempls.R
semPLS/R/plsmUtils.R
semPLS/R/step4.R
semPLS/R/sempls.R
semPLS/R/initM1.R
semPLS/R/qSquared.R
semPLS/R/residuals.R
semPLS/R/reorder.R
semPLS/R/factorial.R
semPLS/R/outerApprx2.R
semPLS/R/sum1.R
semPLS/R/totalEffects.R
semPLS/R/semplsGOF.R
semPLS/R/pathWeighting.R
semPLS/R/infCriteria.R
semPLS/R/plsm.R
semPLS/R/pathCoeff.R
semPLS/R/step1.R
semPLS/data
semPLS/data/ECSImm.rda
semPLS/data/ECSImobi.rda
semPLS/data/mobi.rda
semPLS/data/ECSIsm.rda
semPLS/data/hanafi2007.rda
semPLS/NEWS
semPLS/NAMESPACE
semPLS/inst
semPLS/inst/semPLS-intro
semPLS/inst/semPLS-intro/data
semPLS/inst/semPLS-intro/data/ecsiBootsummary.rda
semPLS/inst/semPLS-intro/data/ecsiBoot.rda
semPLS/inst/semPLS-intro/data/semmodECSI.txt
semPLS/inst/CITATION
semPLS/inst/doc
semPLS/inst/doc/semPLS-intro.pdf
semPLS/inst/doc/semPLS-intro.Rnw
semPLS/inst/SmartPLS
semPLS/inst/SmartPLS/workspace
semPLS/inst/SmartPLS/workspace/ecsi
semPLS/inst/SmartPLS/workspace/ecsi/ECSI_Tenenhaus.splsm
semPLS/inst/ECSIstrucmod.csv
semPLS/inst/ECSImeasuremod.csv
semPLS/tests
semPLS/tests/regtest_SmartPLS.R
semPLS/tests/ConstructLevelChanges
semPLS/tests/ConstructLevelChanges/clcMeas.csv
semPLS/tests/ConstructLevelChanges/clcData.csv
semPLS/tests/ConstructLevelChanges/clcStruc.csv
semPLS/tests/regtest_ConstructLevelChanges.R
semPLS/tests/SmartPLS
semPLS/tests/SmartPLS/results
semPLS/tests/SmartPLS/results/ecsi
semPLS/tests/SmartPLS/results/ecsi/factorial
semPLS/tests/SmartPLS/results/ecsi/factorial/pathCoefficients.txt
semPLS/tests/SmartPLS/results/ecsi/factorial/totalEffects.txt
semPLS/tests/SmartPLS/results/ecsi/factorial/crossLoadings.txt
semPLS/tests/SmartPLS/results/ecsi/factorial/outerWeights.txt
semPLS/tests/SmartPLS/results/ecsi/factorial/readMe.txt
semPLS/tests/SmartPLS/results/ecsi/pathWeighting
semPLS/tests/SmartPLS/results/ecsi/pathWeighting/pathCoefficients.txt
semPLS/tests/SmartPLS/results/ecsi/pathWeighting/totalEffects.txt
semPLS/tests/SmartPLS/results/ecsi/pathWeighting/crossLoadings.txt
semPLS/tests/SmartPLS/results/ecsi/pathWeighting/outerWeights.txt
semPLS/tests/SmartPLS/results/ecsi/pathWeighting/readMe.txt
semPLS/tests/SmartPLS/results/ecsi/centroid
semPLS/tests/SmartPLS/results/ecsi/centroid/pathCoefficients.txt
semPLS/tests/SmartPLS/results/ecsi/centroid/totalEffects.txt
semPLS/tests/SmartPLS/results/ecsi/centroid/crossLoadings.txt
semPLS/tests/SmartPLS/results/ecsi/centroid/outerWeights.txt
semPLS/tests/SmartPLS/results/ecsi/centroid/readMe.txt
semPLS/DESCRIPTION
semPLS/man
semPLS/man/plsm2sem.Rd
semPLS/man/pathDiagram.Rd
semPLS/man/semplsGOF.Rd
semPLS/man/plsm.Rd
semPLS/man/mobi.Rd
semPLS/man/plsmUtils.Rd
semPLS/man/read.splsm.Rd
semPLS/man/bootsempls.Rd
semPLS/man/hanafi2007.Rd
semPLS/man/sempls.Rd
semPLS/vignettes
semPLS/vignettes/semPLS-intro.bib
semPLS/vignettes/graphics
semPLS/vignettes/graphics/sempls-alg-flowchart.pdf
semPLS/vignettes/graphics/ecsi-structure.pdf
semPLS/vignettes/graphics/ecsi-full.pdf
semPLS/vignettes/graphics/semPLS-bootparallel.png
semPLS/vignettes/semPLS-intro.Rnw