Other packages > Find by keyword >

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]
All associated links for this package
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 28 Jan. 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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

MetaIntegration  
Ensemble Meta-Prediction Framework
An ensemble meta-prediction framework to integrate multiple regression models into a current study. ...
Download / Learn more Package Citations See dependency  
fontcm  
Computer Modern font for use with extrafont package
Computer Modern font for use with extrafont package ...
Download / Learn more Package Citations See dependency  
waiter  
Loading Screen for 'Shiny'
Full screen and partial loading screens for 'Shiny' with spinners, progress bars, and notifications. ...
Download / Learn more Package Citations See dependency  
fabMix  
Overfitting Bayesian Mixtures of Factor Analyzers with Parsimonious Covariance and Unknown Number of Components
Model-based clustering of multivariate continuous data using Bayesian mixtures of factor analyzers ( ...
Download / Learn more Package Citations See dependency  
eiopaR  
Access to RFR (Risk-Free Rate) Curves Produced by the EIOPA
Provides EIOPA (European Insurance And Occupational Pensions Authority) risk-free rates. Please note ...
Download / Learn more Package Citations See dependency  
easyPubMed  
Search and Retrieve Scientific Publication Records from PubMed
Query NCBI Entrez and retrieve PubMed records in XML or text format. Process PubMed records by extra ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA