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

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

## Documentation for package ‘MplusAutomation’ version 1.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

.mplusMultinomial | Internal Function for Multinomial Regression in Mplus
cd | Change directory
checkSubmission | check on the status of submitted Mplus jobs on the cluster
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
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
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
mplusModel | Create an mplusModel object for a given model
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
submitModels | Submit Mplus models to a high-performance cluster scheduler
summary.mplusObject | Summarize an mplusObject
summary.mplus_submission_df | summary function for submission from 'submitModels'
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