An R Package for Facilitating Large-Scale Latent Variable Analyses in Mplus

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Documentation for package ‘MplusAutomation’ version 1.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

.mplusMultinomial	Internal Function for Multinomial Regression in Mplus
cd	Change directory
coef.mplus.model	Return coefficients for an mplus.model object
coef.mplusObject	Return coefficients for an mplus.model object
compareModels	Compare the output of two Mplus models
confint.mplus.model	Return confidence intervals for an mplus.model object
confint.mplusObject	Return confidence intervals for an mplus.model object
createMixtures	Create syntax for a batch of mixture models
createModels	Create Mplus Input Files from Template
createSyntax	Create the Mplus input text for an mplusObject
detectMplus	Detect the location/name of the Mplus command
detectVariables	Automatically detect variables from an Mplus model object
extract	Extract function to make Mplus output work with the 'texreg' package
extract-method	Extract function to make Mplus output work with the 'texreg' package
extract.mplus.model	Extract function to make Mplus output work with the 'texreg' package
extract.mplusObject	Extract function to make Mplus output work with the 'texreg' package
extractEFAparameters	Extract the model parameters from an EFA Mplus model output
extractModelParameters	Extract model parameters from MODEL RESULTS section.
extractModelSummaries	Extract summary statistics from a single output file or from a group of Mplus models within a directory
extractModIndices	Extract model modification indices.
getSavedata_Bparams	Load the draws from the Bayesian model posterior distribution (SAVEDATA BPARAMETERS) command into an R data.frame
getSavedata_Data	Load an analysis dataset from the SAVEDATA command into an R data.frame
getSavedata_Fileinfo	Read Variable Names, Formats, and Widths from data generated by the SAVEDATA Command
get_bparameters	Extract Mplus results
get_class_counts	Extract Mplus results
get_covariance_coverage	Extract Mplus results
get_data_summary	Extract Mplus results
get_fac_score_stats	Extract Mplus results
get_gh5	Extract Mplus results
get_indirect	Extract Mplus results
get_input	Extract Mplus results
get_invariance_testing	Extract Mplus results
get_lcCondMeans	Extract Mplus results
get_mod_indices	Extract Mplus results
get_parameters	Extract Mplus results
get_residuals	Extract Mplus results
get_results	Extract Mplus results
get_sampstat	Extract Mplus results
get_savedata	Extract Mplus results
get_summaries	Extract Mplus results
get_tech1	Extract Mplus results
get_tech10	Extract Mplus results
get_tech12	Extract Mplus results
get_tech15	Extract Mplus results
get_tech3	Extract Mplus results
get_tech4	Extract Mplus results
get_tech7	Extract Mplus results
get_tech8	Extract Mplus results
get_tech9	Extract Mplus results
get_warn_err	Extract Mplus results
HTMLSummaryTable	Create an HTML file containing a summary table of Mplus model statistics
LatexSummaryTable	Display summary table of Mplus model statistics in separate window
lcademo	Latent Class Analysis Demonstration
long2LGMM	Long data to wide latent growth mixture model
lookupTech1Parameter	Lookup the matrix element for a give parameter number
mixtureSummaryTable	Create a summary table of Mplus mixture models
mplus.traceplot	Plot the samples for each MCMC chain as a function of iterations
MplusAutomation	Automating Mplus Model Estimation and Interpretation
mplusAvailable	Check whether Mplus can be found
mplusGLM	Function to fit GLMs in Mplus
mplusModeler	Create, run, and read Mplus models.
mplusObject	Create an Mplus model object
mplusRcov	Create Mplus code for various residual covariance structures.
paramExtract	Extract parameters from a data frame of Mplus estimates
parseCatOutput	Parse Categorical Output
parseMplus	Check Mplus code for missing semicolons or too long lines.
plot.mplusObject	Plot coefficients for an mplusObject
plotMixtureDensities	Create density plots for mixture models
plotMixtures	Create latent profile plots
prepareMplusData	Create tab-delimited file and Mplus input syntax from R data.frame
print.MplusRstructure	Print an Mplus Residual Structure object
readModels	Read Parameters, Summary Statistics, and Savedata from Mplus Output
runModels	Run Mplus Models
runModels_Interactive	Run Mplus Models Using Graphical Interface
separateHyphens	Separate Hyphenated Variable Strings
showSummaryTable	Display summary table of Mplus model statistics in separate window
summary.mplusObject	Summarize an mplusObject
SummaryTable	Create a summary table of Mplus model statistics
testBParamCompoundConstraint	Test inequality-constrained hypothesis for two or more parameters based on iterations of MCMC chains
testBParamConstraint	Test inequality-constrained hypothesis for two parameters based on iterations of MCMC chains
trainLGMM	Train a variety of latent growth mixture model
update.mplusObject	Update an Mplus model object