MplusAutomation: Automating Mplus Model Estimation and Interpretation
Version 0.5-4

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.

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AuthorMichael Hallquist
Date of publication2013-02-15 05:44:03
MaintainerMichael Hallquist <michael.hallquist@gmail.com> and Joshua Wiley <jwiley.psych@gmail.com>
LicenseLGPL-3
Version0.5-4
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MplusAutomation", repos="http://R-Forge.R-project.org")

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...

Functions

HTMLSummaryTable Man page Source code
LatexSummaryTable Man page Source code
MplusAutomation Man page
MplusAutomation-package Man page
addHeaderToSavedata Source code
addNode Source code
classifyTags Source code
clipString Source code
compareModels Man page Source code
connectNodes Source code
createModels Man page Source code
createTable Source code
detectColumnNames Source code
divideIntoFields Source code
evaluateConditional Source code
extractAuxE_1file Source code
extractClassCounts Source code
extractFacScoreStats Source code
extractFreeFile Source code
extractInput_1file Source code
extractModIndices Man page Source code
extractModIndices_1file Source code
extractModelParameters Man page Source code
extractModelSummaries Man page Source code
extractParameters_1chunk Source code
extractParameters_1file Source code
extractParameters_1section Source code
extractResiduals Source code
extractSummaries_1file Source code
extractSummaries_1plan Source code
extractSummaries_1section Source code
extractTech1 Source code
extractTech10 Source code
extractTech3 Source code
extractTech4 Source code
extractTech9 Source code
extractValue Source code
extractWarningsErrors_1file Source code
finalizeInitCollection Source code
friendlyGregexpr Source code
getInitTags Source code
getMultilineSection Source code
getOutFileList Source code
getSavedata_Bparams Man page Source code
getSavedata_Data Man page Source code
getSavedata_Fileinfo Man page Source code
getSection Source code
getSection_Blanklines Source code
graphModel Source code
l_getSavedata_Bparams Source code
l_getSavedata_Fileinfo Source code
l_getSavedata_readRawFile Source code
lookupSimpleTags Source code
lookupTech1Parameter Man page Source code
lookupValue Source code
matrixExtract Source code
mplus.traceplot Man page Source code
parseTags Source code
prepareMplusData Man page Source code
prepareMplusData_Mat Source code
processConditionalTags Source code
processInit Source code
readModels Man page Source code
recurseReplace Source code
replaceBodyTags Source code
replaceInitTags Source code
runModels Man page Source code
runModels_Interactive Man page Source code
showSummaryTable Man page Source code
splitDFByRow Source code
splitFilePath Source code
subsetModelList Source code
testBParamCompoundConstraint Man page Source code
testBParamConstraint Man page Source code
trimSpace Source code
updateCurrentValues Source code

Files

R
R/extractParameters.R
R/runModels.R
R/extractModIndices.R
R/utilityFunctions.R
R/createModels.R
R/compareModels.R
R/extractAuxE.R
R/graphModels.R
R/extractSaveData.R
R/parseOutput.R
NAMESPACE
inst
inst/doc
inst/doc/runModels_Interactive-Screenshot.png
inst/doc/mplusAutomationFMMPlot.png
inst/doc/Vignette.Rnw
inst/doc/Vignette.pdf
DESCRIPTION
man
man/createModels.Rd
man/lookupTech1Parameter.Rd
man/readModels.Rd
man/runModels.Rd
man/getSavedata_Fileinfo.Rd
man/mplus.traceplot.Rd
man/getSavedata_Bparams.Rd
man/extractModelSummaries.Rd
man/MplusAutomation-package.Rd
man/prepareMplusData.Rd
man/testBParamCompoundConstraint.Rd
man/testBParamConstraint.Rd
man/LatexSummaryTable.Rd
man/runModels_Interactive.Rd
man/compareModels.Rd
man/extractModIndices.Rd
man/showSummaryTable.Rd
man/getSavedata_Data.Rd
man/HTMLSummaryTable.Rd
man/extractModelParameters.Rd
NEWS
MplusAutomation documentation built on May 21, 2017, 3:29 a.m.