MplusAutomation: Automating Mplus Model Estimation and Interpretation

The MplusAutomation package leverages the flexibility of the R language to automate latent variable model estimation and interpretation using Mplus, a powerful latent variable modeling program developed by Muthen and Muthen (www.statmodel.com). Specifically, MplusAutomation provides routines for creating related groups of models, running batches of models, and extracting and tabulating model parameters and fit statistics.

Author
Michael Hallquist
Date of publication
2013-02-15 05:44:03
Maintainer
Michael Hallquist <michael.hallquist@gmail.com> and Joshua Wiley <jwiley.psych@gmail.com>
License
LGPL-3
Version
0.5-4

View on R-Forge

Man pages

compareModels
Compare the output of two Mplus models
createModels
Create Mplus Input Files from Template
extractModelParameters
Extract model parameters from MODEL RESULTS section.
extractModelSummaries
Extract summary statistics from a single output file or from...
extractModIndices
Extract model modification indices.
getSavedata_Bparams
Load the draws from the Bayesian model posterior distribution...
getSavedata_Data
Load an analysis dataset from the SAVEDATA command into an R...
getSavedata_Fileinfo
Read Variable Names, Formats, and Widths from data generated...
HTMLSummaryTable
Create an HTML file containing a summary table of Mplus model...
LatexSummaryTable
Display summary table of Mplus model statistics in separate...
lookupTech1Parameter
Lookup the matrix element for a give parameter number
MplusAutomation-package
Automating Mplus Model Estimation and Interpretation
mplus.traceplot
Plot the samples for each MCMC chain as a function of...
prepareMplusData
Create tab-delimited file and Mplus input syntax from R...
readModels
Read Parameters, Summary Statistics, and Savedata from Mplus...
runModels
Run Mplus Models
runModels_Interactive
Run Mplus Models Using Graphical Interface
showSummaryTable
Display summary table of Mplus model statistics in separate...
testBParamCompoundConstraint
Test inequality-constrained hypothesis for two or more...
testBParamConstraint
Test inequality-constrained hypothesis for two parameters...

Files in this package

MplusAutomation
MplusAutomation/R
MplusAutomation/R/extractParameters.R
MplusAutomation/R/runModels.R
MplusAutomation/R/extractModIndices.R
MplusAutomation/R/utilityFunctions.R
MplusAutomation/R/createModels.R
MplusAutomation/R/compareModels.R
MplusAutomation/R/extractAuxE.R
MplusAutomation/R/graphModels.R
MplusAutomation/R/extractSaveData.R
MplusAutomation/R/parseOutput.R
MplusAutomation/NAMESPACE
MplusAutomation/inst
MplusAutomation/inst/doc
MplusAutomation/inst/doc/runModels_Interactive-Screenshot.png
MplusAutomation/inst/doc/mplusAutomationFMMPlot.png
MplusAutomation/inst/doc/Vignette.Rnw
MplusAutomation/inst/doc/Vignette.pdf
MplusAutomation/DESCRIPTION
MplusAutomation/man
MplusAutomation/man/createModels.Rd
MplusAutomation/man/lookupTech1Parameter.Rd
MplusAutomation/man/readModels.Rd
MplusAutomation/man/runModels.Rd
MplusAutomation/man/getSavedata_Fileinfo.Rd
MplusAutomation/man/mplus.traceplot.Rd
MplusAutomation/man/getSavedata_Bparams.Rd
MplusAutomation/man/extractModelSummaries.Rd
MplusAutomation/man/MplusAutomation-package.Rd
MplusAutomation/man/prepareMplusData.Rd
MplusAutomation/man/testBParamCompoundConstraint.Rd
MplusAutomation/man/testBParamConstraint.Rd
MplusAutomation/man/LatexSummaryTable.Rd
MplusAutomation/man/runModels_Interactive.Rd
MplusAutomation/man/compareModels.Rd
MplusAutomation/man/extractModIndices.Rd
MplusAutomation/man/showSummaryTable.Rd
MplusAutomation/man/getSavedata_Data.Rd
MplusAutomation/man/HTMLSummaryTable.Rd
MplusAutomation/man/extractModelParameters.Rd
MplusAutomation/NEWS