semTools: Useful Tools for Structural Equation Modeling

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Provides useful tools for structural equation modeling packages.

Author
Terrence D. Jorgensen [aut, cre], Sunthud Pornprasertmanit [aut], Patrick Miller [aut], Alexander Schoemann [aut], Yves Rosseel [aut], Corbin Quick [ctb], Mauricio Garnier-Villarreal [ctb], James Selig [ctb], Aaron Boulton [ctb], Kristopher Preacher [ctb], Donna Coffman [ctb], Mijke Rhemtulla [ctb], Alexander Robitzsch [ctb], Craig Enders [ctb], Ruber Arslan [ctb], Bell Clinton [ctb], Pavel Panko [ctb], Edgar Merkle [ctb], Steven Chesnut [ctb], Jarrett Byrnes [ctb], Jason Rights [ctb], Ylenio Longo [ctb]
Date of publication
2016-10-22 19:06:27
Maintainer
Terrence D. Jorgensen <TJorgensen314@gmail.com>
License
GPL (>= 2)
Version
0.4-14
URLs

View on CRAN

Man pages

auxiliary
Analyzing data with full-information maximum likelihood with...
BootMiss-class
Class For the Results of Bollen-Stine Bootstrap with...
bsBootMiss
Bollen-Stine Bootstrap with the Existence of Missing Data
chisqSmallN
_k_-factor correction for chi-squared test statistic
clipboard
Copy or save the result of 'lavaan' or 'FitDiff' objects into...
combinequark
Combine the results from the quark function
compareFit
Build an object summarizing fit indices across multiple...
dat2way
Simulated Dataset to Demonstrate Two-way Latent Interaction
dat3way
Simulated Dataset to Demonstrate Three-way Latent Interaction
datCat
Simulated Data set to Demonstrate Categorical Measurement...
EFA-class
Class For Rotated Results from EFA
efaUnrotate
Analyze Unrotated Exploratory Factor Analysis Model
exLong
Simulated Data set to Demonstrate Longitudinal Measurement...
findRMSEApower
Find the statistical power based on population RMSEA
findRMSEApowernested
Find power given a sample size in nested model comparison
findRMSEAsamplesize
Find the minimum sample size for a given statistical power...
findRMSEAsamplesizenested
Find sample size given a power in nested model comparison
FitDiff-class
Class For Representing A Template of Model Fit Comparisons
fitMeasuresMx
Find fit measures from an MxModel result
fmi
Fraction of Missing Information.
htmt
Assessing Discriminant Validity using Heterotrait-Monotrait...
imposeStart
Specify starting values from a lavaan output
indProd
Make products of indicators using no centering, mean...
kd
Generate data via the Kaiser-Dickman (1962) algorithm.
kurtosis
Finding excessive kurtosis
lavaanStar-class
Class For Representing A (Fitted) Latent Variable Model with...
lisrel2lavaan
Latent variable modeling in 'lavaan' using LISREL syntax
loadingFromAlpha
Find standardized factor loading from coefficient alpha
longInvariance
Measurement Invariance Tests Within Person
mardiaKurtosis
Finding Mardia's multivariate kurtosis
mardiaSkew
Finding Mardia's multivariate skewness
maximalRelia
Calculate maximal reliability
measurementInvariance
Measurement Invariance Tests
measurementInvarianceCat
Measurement Invariance Tests for Categorical Items
miPowerFit
Modification indices and their power approach for model fit...
monteCarloMed
Monte Carlo Confidence Intervals to Test Complex Indirect...
moreFitIndices
Calculate more fit indices
mvrnonnorm
Generate Non-normal Data using Vale and Maurelli (1983)...
net
Nesting and Equivalence Testing
Net-class
Class For the Result of Nesting and Equivalence Testing
nullMx
Analyzing data using a null model
nullRmsea
Calculate the RMSEA of the null model
parcelAllocation
Random Allocation of Items to Parcels in a Structural...
partialInvariance
Partial Measurement Invariance Testing Across Groups
PAVranking
Parcel-Allocation Variability in Model Ranking
permuteMeasEq
Permutation Randomization Tests of Measurement Equivalence...
permuteMeasEq-class
Class for the Results of Permutation Randomization Tests of...
plotProbe
Plot the graphs for probing latent interaction
plotRMSEAdist
Plot the sampling distributions of RMSEA
plotRMSEApower
Plot power curves for RMSEA
plotRMSEApowernested
Plot power of nested model RMSEA
poolMAlloc
Pooled estimates and standard errors across M...
probe2WayMC
Probing two-way interaction on the no-centered or...
probe2WayRC
Probing two-way interaction on the residual-centered latent...
probe3WayMC
Probing two-way interaction on the no-centered or...
probe3WayRC
Probing three-way interaction on the residual-centered latent...
quark
Quark
reliability
Calculate reliability values of factors
reliabilityL2
Calculate the reliability values of a second-order factor
residualCovariate
Residual centered all target indicators by covariates
rotate
Implement orthogonal or oblique rotation
runMI
Multiply impute and analyze data using lavaan
saturateMx
Analyzing data using a saturate model
simParcel
Simulated Data set to Demonstrate Random Allocations of...
singleParamTest
Single Parameter Test Divided from Nested Model Comparison
skew
Finding skewness
SSpower
Power for model parameters
standardizeMx
Find standardized estimates for OpenMx output
twostage
Fit a lavaan model using 2-Stage Maximum Likelihood (TSML)...
twostage-class
Class for the Results of 2-Stage Maximum Likelihood (TSML)...
wald
Calculate multivariate Wald statistics

Files in this package

semTools
semTools/inst
semTools/inst/CITATION
semTools/inst/doc
semTools/inst/doc/partialInvariance.pdf
semTools/inst/doc/partialInvariance.Rnw
semTools/inst/doc/partialInvariance.bib
semTools/NAMESPACE
semTools/data
semTools/data/datCat.rda
semTools/data/simParcel.rda
semTools/data/dat2way.rda
semTools/data/dat3way.rda
semTools/data/exLong.rda
semTools/R
semTools/R/permuteMeasEq.R
semTools/R/poolMAlloc.R
semTools/R/missingBootstrap.R
semTools/R/efa.R
semTools/R/partialInvarianceCat.R
semTools/R/powerAnalysisSS.R
semTools/R/indProd.R
semTools/R/quark.R
semTools/R/residualCovariate.R
semTools/R/measurementInvarianceCat.R
semTools/R/measurementInvariance.R
semTools/R/PAVranking.R
semTools/R/fmi.R
semTools/R/runMI.R
semTools/R/dataDiagnosis.R
semTools/R/TSML.R
semTools/R/singleParamTest.R
semTools/R/powerAnalysis.R
semTools/R/tukeySEM.R
semTools/R/parcelAllocation.R
semTools/R/powerAnalysisNested.R
semTools/R/mvrnonnorm.R
semTools/R/longInvariance.R
semTools/R/imposeStart.R
semTools/R/auxiliary.R
semTools/R/splitSample.R
semTools/R/wald.R
semTools/R/probeInteraction.R
semTools/R/lisrel2lavaan.R
semTools/R/miPowerFit.R
semTools/R/compareFit.R
semTools/R/kd.R
semTools/R/monteCarloMed.R
semTools/R/loadingFromAlpha.R
semTools/R/fitOpenMx.R
semTools/R/fitIndices.R
semTools/R/htmt.R
semTools/R/NET.R
semTools/R/clipboard.R
semTools/R/partialInvariance.R
semTools/R/zzz.R
semTools/R/reliability.R
semTools/vignettes
semTools/vignettes/partialInvariance.Rnw
semTools/vignettes/partialInvariance.bib
semTools/MD5
semTools/build
semTools/build/vignette.rds
semTools/DESCRIPTION
semTools/man
semTools/man/PAVranking.Rd
semTools/man/lavaanStar-class.Rd
semTools/man/probe2WayRC.Rd
semTools/man/chisqSmallN.Rd
semTools/man/auxiliary.Rd
semTools/man/maximalRelia.Rd
semTools/man/runMI.Rd
semTools/man/plotRMSEApowernested.Rd
semTools/man/nullMx.Rd
semTools/man/saturateMx.Rd
semTools/man/FitDiff-class.Rd
semTools/man/permuteMeasEq.Rd
semTools/man/partialInvariance.Rd
semTools/man/skew.Rd
semTools/man/SSpower.Rd
semTools/man/probe3WayMC.Rd
semTools/man/poolMAlloc.Rd
semTools/man/singleParamTest.Rd
semTools/man/probe3WayRC.Rd
semTools/man/mvrnonnorm.Rd
semTools/man/htmt.Rd
semTools/man/monteCarloMed.Rd
semTools/man/standardizeMx.Rd
semTools/man/rotate.Rd
semTools/man/dat3way.Rd
semTools/man/clipboard.Rd
semTools/man/findRMSEApower.Rd
semTools/man/plotRMSEAdist.Rd
semTools/man/BootMiss-class.Rd
semTools/man/reliabilityL2.Rd
semTools/man/plotProbe.Rd
semTools/man/parcelAllocation.Rd
semTools/man/combinequark.Rd
semTools/man/fmi.Rd
semTools/man/wald.Rd
semTools/man/measurementInvariance.Rd
semTools/man/moreFitIndices.Rd
semTools/man/kurtosis.Rd
semTools/man/reliability.Rd
semTools/man/splitSample.rd
semTools/man/efaUnrotate.Rd
semTools/man/findRMSEApowernested.Rd
semTools/man/findRMSEAsamplesize.Rd
semTools/man/residualCovariate.Rd
semTools/man/measurementInvarianceCat.Rd
semTools/man/permuteMeasEq-class.Rd
semTools/man/twostage-class.Rd
semTools/man/kd.Rd
semTools/man/Net-class.Rd
semTools/man/lisrel2lavaan.Rd
semTools/man/exLong.Rd
semTools/man/imposeStart.Rd
semTools/man/bsBootMiss.Rd
semTools/man/indProd.Rd
semTools/man/EFA-class.Rd
semTools/man/quark.Rd
semTools/man/miPowerFit.Rd
semTools/man/fitMeasuresMx.Rd
semTools/man/compareFit.Rd
semTools/man/simParcel.Rd
semTools/man/net.Rd
semTools/man/twostage.Rd
semTools/man/longInvariance.Rd
semTools/man/probe2WayMC.Rd
semTools/man/plotRMSEApower.Rd
semTools/man/mardiaSkew.Rd
semTools/man/nullRmsea.Rd
semTools/man/mardiaKurtosis.Rd
semTools/man/loadingFromAlpha.Rd
semTools/man/findRMSEAsamplesizenested.Rd
semTools/man/tukeySEM.rd
semTools/man/datCat.Rd
semTools/man/dat2way.Rd