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.

Install the latest version of this package by entering the following in R:
install.packages("semPLS")
AuthorArmin Monecke <armin.monecke@stat.uni-muenchen.de>
Date of publication2013-01-21 15:09:52
MaintainerArmin Monecke <armin.monecke@stat.uni-muenchen.de>
LicenseGPL-2
Version1.0-10

View on CRAN

Functions

acyclic Man page
addLV Man page
addLV.plsm Man page
addMVs Man page
addMVs.plsm Man page
addPath Man page
addPath.plsm Man page
bootsempls Man page
communality Man page
communality.sempls Man page
connected Man page
densityplot.bootsempls Man page
densityplot.sempls Man page
dgrho Man page
dgrho.sempls Man page
ECSImm Man page
ECSImobi Man page
ECSIsm Man page
endogenous Man page
exogenous Man page
formative Man page
gof Man page
gof.sempls Man page
hanafi2007 Man page
indicators Man page
invertLVs Man page
invertLVs.plsm Man page
mobi Man page
mvpairs Man page
mvpairs.plsm Man page
mvplot Man page
mvplot.plsm Man page
parallel.bootsempls Man page
parallelplot.bootsempls Man page
pathCoeff Man page
pathCoeff.sempls Man page
pathDiagram Man page
pathDiagram.sempls Man page
plot.sempls Man page
plsLoadings Man page
plsLoadings.sempls Man page
plsm Man page
plsm2sem Man page
plsm2sem.plsm Man page
plsmEdit Man page
plsmEdit.plsm Man page
plsmUtils Man page
plsWeights Man page
plsWeights.sempls Man page
predecessors Man page
print.bootsempls Man page
print.communality Man page
print.dgrho Man page
print.gof Man page
print.pathCoeff Man page
print.plsLoadings Man page
print.plsWeights Man page
print.qSquared Man page
print.redundancy Man page
print.rSquared Man page
print.rSquared2 Man page
print.sempls Man page
print.summary.bootsempls Man page
print.totalEffects Man page
qSquared Man page
qSquared.sempls Man page
read.splsm Man page
redundancy Man page
redundancy.sempls Man page
reflective Man page
removeLVs Man page
removeLVs.plsm Man page
removeMVs Man page
removeMVs.plsm Man page
removePath Man page
removePath.plsm Man page
rSquared Man page
rSquared2 Man page
rSquared2.sempls Man page
rSquared.sempls Man page
sempls Man page
semplsGOF Man page
sempls.plsm Man page
successors Man page
summary.bootsempls Man page
totalEffects Man page
totalEffects.sempls Man page

Files

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

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