Learn R Programming

⚠️There's a newer version (1.1.1) of this package.Take me there.

MplusAutomation (version 0.2-5)

Automating Mplus Model Estimation and Interpretation

Description

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.

Copy Link

Version

Install

install.packages('MplusAutomation')

Monthly Downloads

4,629

Version

0.2-5

License

LGPL-3

Maintainer

Michael Hallquist

Last Published

April 3rd, 2010

Functions in MplusAutomation (0.2-5)

extractValue

extractModelParameters

Extract Model Parameters from MODEL RESULTS section.
createTable

Create HTML/LaTex Table from parsed Mplus Models
addHeaderToSavedata

Add Header Row to SAVEDATA File
HTMLSummaryTable

Create an HTML file containing a summary table of Mplus model statistics
processInit

getSavedata_Fileinfo

Read Variable Names, Formats, and Widths from data generated by the SAVEDATA Command
modelParams

getSavedata_Data

Load an analysis dataset from the SAVEDATA command into an R data.frame
createModels

Create Mplus Input Files from Template
extractModelSummaries

Extract summary statistics from a single output file or from a group of Mplus models within a directory
runModels_Interactive

Run Mplus Models Using Graphical Interface
MplusAutomation-package

Automating Mplus Model Estimation and Interpretation
evaluateConditional

LatexSummaryTable

Display summary table of Mplus model statistics in separate window
runModels

Run Mplus Models
processConditionalTags

replaceTags

showSummaryTable

Display summary table of Mplus model statistics in separate window
processForeachTags

recurseReplace