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

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 |

confint.mplus.model | Return confidence intervals for an mplus.model object |

connectNodes | Connect two nodes |

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 |

createVarSyntax | Create Mplus syntax for variable names |

detectColumnNames | Detect Column Names |

detectVariables | Automatically detect variables from an Mplus model object |

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 |

extractIndirect | Extract Indirect Effects output |

extractIndirect_section | Extract Indirect Effects 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 |

extractTech8 | Extract Technical 8 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 |

friendlyGregexpr | Friendly Regular Expression |

getInitTags | Get Initial Tags |

getMultilineSection | Extract a multiline section from Mplus output |

getOutFileList | Get Output File List |

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... |

getSection | Get an Output Section |

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... |

lcademo | Latent Class Analysis Demonstration |

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... |

long2LGMM | Long data to wide latent growth mixture 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 |

mixtureSummaryTable | Create a summary table of Mplus mixture models |

mplus_as.numeric | Convert Mplus Number to Numeric |

MplusAutomation | Automating Mplus Model Estimation and Interpretation |

MplusAutomationUtils | Clean data and calculate the md5 hash |

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 |

parseCatOutput | Parse Categorical Output |

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

parseTags | Parses tags in the body section |

plotGrowthMixtures | Plot growth mixture models |

plotLTA | Plot latent transition model |

plotMixtureDensities | Create density plots for mixture models |

plotMixtures | Create latent profile plots |

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 |

separateHyphens | Separate Hyphenated Variable Strings |

showSummaryTable | Display summary table of Mplus model statistics in separate... |

splitDFByRow | Split a data frame into a list by rows |

splitFilePath | Split File and Path into Separate Parts |

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... |

trainLGMM | Train a variety of latent growth mixture model |

trimSpace | Trim White Space |

unlabeledMatrixExtract | Reconstruct matrix from unlabeled multi-line text output |

updateCurrentValues | Updates current values |

update.mplusObject | Update an Mplus model object |

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