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MplusAutomation  

An R Package for Facilitating Large-Scale Latent Variable Analyses in Mplus
View on CRAN: Click here


Download and install MplusAutomation package within the R console
Install from CRAN:
install.packages("MplusAutomation")

Install from Github:
library("remotes")
install_github("cran/MplusAutomation")

Install by package version:
library("remotes")
install_version("MplusAutomation", "1.1.1")



Attach the package and use:
library("MplusAutomation")
Maintained by
Michael Hallquist
[Scholar Profile | Author Map]
First Published: 2010-03-10
Latest Update: 2022-04-06
Description:
Leverages the R language to automate latent variable model estimation and interpretation using 'Mplus', a powerful latent variable modeling program developed by Muthen and Muthen (). Specifically, this package provides routines for creating related groups of models, running batches of models, and extracting and tabulating model parameters and fit statistics.
How to cite:
Michael Hallquist (2010). MplusAutomation: An R Package for Facilitating Large-Scale Latent Variable Analyses in Mplus. R package version 1.1.1, https://cran.r-project.org/web/packages/MplusAutomation. Accessed 04 May. 2025.
Previous versions and publish date:
0.2-1 (2010-03-10 15:55), 0.2-2 (2010-03-11 21:16), 0.2-3 (2010-03-13 15:54), 0.2-4 (2010-03-19 17:17), 0.2-5 (2010-04-03 09:58), 0.3-1 (2010-05-18 21:21), 0.3-2 (2010-05-22 07:22), 0.3-3 (2010-07-24 21:41), 0.3 (2010-05-10 07:27), 0.4-1 (2011-02-14 20:21), 0.4-2 (2011-03-19 07:18), 0.4-3 (2011-07-25 22:28), 0.4 (2010-11-03 08:33), 0.5-1 (2012-04-03 23:21), 0.5-2 (2012-07-12 16:36), 0.5-3 (2012-08-08 21:46), 0.5-4 (2013-02-15 19:32), 0.5 (2011-12-09 10:16), 0.6-1 (2013-05-09 00:14), 0.6-2 (2013-10-24 19:06), 0.6-3 (2014-10-10 21:54), 0.6-4 (2016-06-09 13:17), 0.6 (2013-05-06 21:47), 0.7-1 (2018-01-31 19:05), 0.7-2 (2018-04-06 06:12), 0.7-3 (2018-11-25 14:20), 0.7 (2017-07-14 16:40), 0.8 (2020-10-14 22:50), 1.0.0 (2021-07-01 07:20), 1.1.0 (2022-04-06 22:52)
Other packages that cited MplusAutomation R package
View MplusAutomation citation profile
Other R packages that MplusAutomation depends, imports, suggests or enhances
Complete documentation for MplusAutomation
Functions, R codes and Examples using the MplusAutomation R package
Some associated functions: HTMLSummaryTable . LatexSummaryTable . MplusAutomation . MplusAutomationUtils . OS . SummaryTable . addHeaderToSavedata . addNode . cd . classifyTags . clipString . coef.mplus.model . compareModels . confint.mplus.model . connectNodes . createMixtures . createModels . createSyntax . createVarSyntax . detectColumnNames . detectMplus . detectVariables . divideIntoFields . dot-convertData . dot-mplusMultinomial . evaluateConditional . extract . extractAux . extractClassCounts . extractDataSummary . extractEFAparameters . extractFacScoreStats . extractFreeFile . extractIndirect . extractIndirect_section . extractInput_1file . extractModIndices . extractModIndices_1chunk . extractModIndices_1file . extractModelParameters . extractModelSummaries . extractParameters_1chunk . extractParameters_1file . extractParameters_1section . extractResiduals . extractResiduals_1section . extractSampstat . extractSummaries_1file . extractSummaries_1plan . extractSummaries_1section . extractTech1 . extractTech10 . extractTech12 . extractTech15 . extractTech3 . extractTech4 . extractTech7 . extractTech8 . extractTech9 . extractValue . extractWarningsErrors_1file . finalizeInitCollection . friendlyGregexpr . getInitTags . getMultilineSection . getOutFileList . getSavedata_Bparams . getSavedata_Data . getSavedata_Fileinfo . getSection . get_efa_nfactors . get_results . graphModel . htmlout . isEmpty . l_getSavedata_Bparams . l_getSavedata_Fileinfo . l_getSavedata_readRawFile . lcademo . long2LGMM . lookupSimpleTags . lookupTech1Parameter . lookupValue . matrixExtract . mixtureSummaryTable . mplus.traceplot . mplusAvailable . mplusGLM . mplusModeler . mplusObject . mplusRcov . mplus_as.numeric . paramExtract . parseCatOutput . parseMplus . parseTags . plot.mplusObject . plotGrowthMixtures . plotLTA . plotMixtureDensities . plotMixtures . prepareMplusData . prepareMplusData_Mat . print.MplusRstructure . processConditionalTags . processInit . readModels . recurseReplace . replaceBodyTags . replaceInitTags . rmVarWarnings . runModels . runModels_Interactive . separateHyphens . showSummaryTable . splitDFByRow . splitFilePath . subsetModelList . summary.mplusObject . testBParamCompoundConstraint . testBParamConstraint . trainLGMM . trimSpace . unlabeledMatrixExtract . update.mplusObject . updateCurrentValues . 
Some associated R codes: MplusAutomation.R . compareModels.R . createModels.R . data.R . extractAuxDis.R . extractEFAparameters.R . extractIndirect.R . extractModIndices.R . extractParameters.R . extractSaveData.R . graphModels.R . methods.R . mixtures.R . mplus.R . mplusglm.R . parseOutput.R . prepareMplusData.R . readModels.R . runModels.R . summary.R . trainlgmm.R . utilityFunctions.R .  Full MplusAutomation package functions and examples
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