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 (www.statmodel.com). Specifically, this package provides routines for creating related groups of models, running batches of models, and extracting and tabulating model parameters and fit statistics.

Author | Michael Hallquist [aut, cre], Joshua Wiley [aut] |

Date of publication | 2016-06-09 13:17:53 |

Maintainer | Michael Hallquist <michael.hallquist@gmail.com> |

License | LGPL-3 |

Version | 0.6-4 |

https://github.com/michaelhallquist/MplusAutomation |

**addHeaderToSavedata:** Add header to saved data

**addNode:** Add a node to a GRAPHVIZ model

**cd:** Change directory

**classifyTags:** Classifies Tags

**clipString:** Clip String

**coef.mplus.model:** Return coefficients for an mplus.model object

**compareModels:** Compare the output of two Mplus models

**connectNodes:** Connect two nodes

**createModels:** Create Mplus Input Files from Template

**createSyntax:** Create the Mplus input text for an mplusObject

**createVarSyntax:** Create Mplus syntax for variable names

**divideIntoFields:** Divide text into fields

**evaluateConditional:** Evaluate Conditional

**extract:** Extract function to make Mplus output work with the 'texreg'...

**extractAux:** Extract Auxiliary condition means and comparisons.

**extractClassCounts:** Extract Latent Class Counts

**extractFacScoreStats:** Extract Factor Score Statistics

**extractFreeFile:** Extract free file output

**extractInput_1file:** Extract and parse Mplus input file

**extractModelParameters:** Extract model parameters from MODEL RESULTS section.

**extractModelSummaries:** Extract summary statistics from a single output file or from...

**extractModIndices:** Extract model modification indices.

**extractModIndices_1chunk:** Extract Modification Indices for One Chunk (Section)

**extractModIndices_1file:** Extract Modification Indices for One File

**extractParameters_1chunk:** Extract Parameters for One Chunk

**extractParameters_1file:** Extract Parameters for One File

**extractParameters_1section:** Extract Parameters for One Section

**extractResiduals:** Extract residual matrices

**extractSummaries_1file:** Extract the summaries from one file

**extractSummaries_1plan:** Worker function used in extractSummaries_1section

**extractSummaries_1section:** Extract summary information for one section from Mplus output

**extractTech1:** Extract Technical 1 matrix from Mplus

**extractTech10:** Extract Technical 10 matrix from Mplus

**extractTech12:** Extract Technical 12 from Mplus

**extractTech3:** Extract Technical 3 matrix from Mplus

**extractTech4:** Extract Technical 4 matrix from Mplus

**extractTech7:** Extract Technical 7 from Mplus

**extractTech9:** Extract Technical 9 matrix from Mplus

**extractValue:** Extract values from Mplus output An internal function used by...

**extractWarningsErrors_1file:** Extract warnings and errors from 1 mplus file

**finalizeInitCollection:** Finalize Init Collection

**getInitTags:** Get Initial Tags

**getMultilineSection:** Extract a multiline section from Mplus output

**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...

**graphModel:** Create a graphic model from Mplus

**HTMLSummaryTable:** Create an HTML file containing a summary table of Mplus model...

**LatexSummaryTable:** Display summary table of Mplus model statistics in separate...

**l_getSavedata_Bparams:** Internal function to load the draws from the Bayesian model...

**l_getSavedata_Fileinfo:** local function that does the work of getSaveData_Fileinfo

**l_getSavedata_readRawFile:** Internal function to load the draws from the Bayesian model...

**lookupSimpleTags:** Simple tag lookup

**lookupTech1Parameter:** Lookup the matrix element for a give parameter number

**lookupValue:** Lookup values

**matrixExtract:** Reconstruct matrix from multi-line text output

**MplusAutomation:** Automating Mplus Model Estimation and Interpretation

**mplusModeler:** Create, run, and read Mplus models.

**mplusObject:** Create an Mplus model object

**mplusRcov:** Create Mplus code for various residual covariance structures.

**mplus.traceplot:** Plot the samples for each MCMC chain as a function of...

**paramExtract:** Extract parameters from a data frame of Mplus estimates

**parseMplus:** Check Mplus code for missing semicolons or too long lines.

**parseTags:** Parses tags in the body section

**plot.mplusObject:** Plot coefficients for an mplusObject

**prepareMplusData:** Create tab-delimited file and Mplus input syntax from R...

**prepareMplusData_Mat:** Prepare Mplus Data Matrix

**print.MplusRstructure:** Print an Mplus Residual Structure object

**processConditionalTags:** Process Conditional Tags

**processInit:** Process the Init Section

**readModels:** Read Parameters, Summary Statistics, and Savedata from Mplus...

**recurseReplace:** Recursive replace

**replaceBodyTags:** Replace Body Tags

**replaceInitTags:** Replace Init Tags

**rmVarWarnings:** Remove variable name length warnings from Mplus output file

**runModels:** Run Mplus Models

**runModels_Interactive:** Run Mplus Models Using Graphical Interface

**showSummaryTable:** Display summary table of Mplus model statistics in separate...

**splitDFByRow:** Split a data frame into a list by rows

**subsetModelList:** Subset a list of Mplus model results

**summary.mplusObject:** Summarize an mplusObject

**SummaryTable:** Create a summary table of Mplus model statistics

**testBParamCompoundConstraint:** Test inequality-constrained hypothesis for two or more...

**testBParamConstraint:** Test inequality-constrained hypothesis for two parameters...

**unlabeledMatrixExtract:** Reconstruct matrix from unlabeled multi-line text output

**updateCurrentValues:** Updates current values

**update.mplusObject:** Update an Mplus model object

MplusAutomation

MplusAutomation/inst

MplusAutomation/inst/doc

MplusAutomation/inst/doc/Vignette.Rnw

MplusAutomation/inst/doc/Vignette.pdf

MplusAutomation/NAMESPACE

MplusAutomation/NEWS

MplusAutomation/R

MplusAutomation/R/runModels.R
MplusAutomation/R/extractParameters.R
MplusAutomation/R/createModels.R
MplusAutomation/R/MplusAutomation.R
MplusAutomation/R/compareModels.R
MplusAutomation/R/graphModels.R
MplusAutomation/R/methods.R
MplusAutomation/R/extractAuxDis.R
MplusAutomation/R/parseOutput.R
MplusAutomation/R/utilityFunctions.R
MplusAutomation/R/extractModIndices.R
MplusAutomation/R/extractSaveData.R
MplusAutomation/R/summary.R
MplusAutomation/R/mplus.R
MplusAutomation/vignettes

MplusAutomation/vignettes/mplusAutomationFMMPlot.png

MplusAutomation/vignettes/Vignette.Rnw

MplusAutomation/vignettes/runModels_Interactive-Screenshot.png

MplusAutomation/README.md

MplusAutomation/MD5

MplusAutomation/build

MplusAutomation/build/vignette.rds

MplusAutomation/DESCRIPTION

MplusAutomation/man

MplusAutomation/man/plot.mplusObject.Rd
MplusAutomation/man/testBParamCompoundConstraint.Rd
MplusAutomation/man/rmVarWarnings.Rd
MplusAutomation/man/HTMLSummaryTable.Rd
MplusAutomation/man/matrixExtract.Rd
MplusAutomation/man/getSavedata_Bparams.Rd
MplusAutomation/man/l_getSavedata_Fileinfo.Rd
MplusAutomation/man/prepareMplusData_Mat.Rd
MplusAutomation/man/prepareMplusData.Rd
MplusAutomation/man/readModels.Rd
MplusAutomation/man/parseMplus.Rd
MplusAutomation/man/createSyntax.Rd
MplusAutomation/man/testBParamConstraint.Rd
MplusAutomation/man/updateCurrentValues.Rd
MplusAutomation/man/divideIntoFields.Rd
MplusAutomation/man/extractSummaries_1file.Rd
MplusAutomation/man/classifyTags.Rd
MplusAutomation/man/extractModelParameters.Rd
MplusAutomation/man/extractTech3.Rd
MplusAutomation/man/extractSummaries_1section.Rd
MplusAutomation/man/getInitTags.Rd
MplusAutomation/man/lookupSimpleTags.Rd
MplusAutomation/man/replaceBodyTags.Rd
MplusAutomation/man/evaluateConditional.Rd
MplusAutomation/man/compareModels.Rd
MplusAutomation/man/extractModIndices.Rd
MplusAutomation/man/getMultilineSection.Rd
MplusAutomation/man/getSavedata_Data.Rd
MplusAutomation/man/mplus.traceplot.Rd
MplusAutomation/man/extractValue.Rd
MplusAutomation/man/showSummaryTable.Rd
MplusAutomation/man/extractTech12.Rd
MplusAutomation/man/replaceInitTags.Rd
MplusAutomation/man/LatexSummaryTable.Rd
MplusAutomation/man/extractSummaries_1plan.Rd
MplusAutomation/man/mplusModeler.Rd
MplusAutomation/man/subsetModelList.Rd
MplusAutomation/man/createVarSyntax.Rd
MplusAutomation/man/extractFreeFile.Rd
MplusAutomation/man/print.MplusRstructure.Rd
MplusAutomation/man/extractParameters_1file.Rd
MplusAutomation/man/lookupTech1Parameter.Rd
MplusAutomation/man/finalizeInitCollection.Rd
MplusAutomation/man/parseTags.Rd
MplusAutomation/man/extractModelSummaries.Rd
MplusAutomation/man/processInit.Rd
MplusAutomation/man/extractTech7.Rd
MplusAutomation/man/update.mplusObject.Rd
MplusAutomation/man/mplusObject.Rd
MplusAutomation/man/extractTech10.Rd
MplusAutomation/man/recurseReplace.Rd
MplusAutomation/man/extractModIndices_1file.Rd
MplusAutomation/man/SummaryTable.Rd
MplusAutomation/man/extractModIndices_1chunk.Rd
MplusAutomation/man/extractFacScoreStats.Rd
MplusAutomation/man/addHeaderToSavedata.Rd
MplusAutomation/man/mplusRcov.Rd
MplusAutomation/man/summary.mplusObject.Rd
MplusAutomation/man/getSavedata_Fileinfo.Rd
MplusAutomation/man/lookupValue.Rd
MplusAutomation/man/l_getSavedata_Bparams.Rd
MplusAutomation/man/cd.Rd
MplusAutomation/man/graphModel.Rd
MplusAutomation/man/processConditionalTags.Rd
MplusAutomation/man/coef.mplus.model.Rd
MplusAutomation/man/connectNodes.Rd
MplusAutomation/man/clipString.Rd
MplusAutomation/man/MplusAutomation.Rd
MplusAutomation/man/splitDFByRow.Rd
MplusAutomation/man/unlabeledMatrixExtract.Rd
MplusAutomation/man/extractInput_1file.Rd
MplusAutomation/man/extractWarningsErrors_1file.Rd
MplusAutomation/man/runModels.Rd
MplusAutomation/man/extractParameters_1section.Rd
MplusAutomation/man/extractClassCounts.Rd
MplusAutomation/man/extractResiduals.Rd
MplusAutomation/man/createModels.Rd
MplusAutomation/man/extract.Rd
MplusAutomation/man/extractTech1.Rd
MplusAutomation/man/extractTech4.Rd
MplusAutomation/man/paramExtract.Rd
MplusAutomation/man/extractTech9.Rd
MplusAutomation/man/extractAux.Rd
MplusAutomation/man/extractParameters_1chunk.Rd
MplusAutomation/man/addNode.Rd
MplusAutomation/man/runModels_Interactive.Rd
MplusAutomation/man/l_getSavedata_readRawFile.Rd
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