SIMulated Structural Equation Modeling

analyze | Data analysis using the model specification |

anova | Provide a comparison of nested models and nonnested models... |

bind | Specify matrices for Monte Carlo simulation of structural... |

bindDist | Create a data distribution object. |

coef | Extract parameter estimates from a simulation result |

combineSim | Combine result objects |

continuousCoverage | Find coverage rate of model parameters when simulations have... |

continuousPower | Find power of model parameters when simulations have randomly... |

createData | Create data from a set of drawn parameters. |

draw | Draw parameters from a 'SimSem' object. |

estmodel | Shortcut for data analysis template for simulation. |

exportData | Export data sets for analysis with outside SEM program. |

findCoverage | Find a value of independent variables that provides a given... |

findFactorIntercept | Find factor intercept from regression coefficient matrix and... |

findFactorMean | Find factor total means from regression coefficient matrix... |

findFactorResidualVar | Find factor residual variances from regression coefficient... |

findFactorTotalCov | Find factor total covariance from regression coefficient... |

findFactorTotalVar | Find factor total variances from regression coefficient... |

findIndIntercept | Find indicator intercepts from factor loading matrix, total... |

findIndMean | Find indicator total means from factor loading matrix, total... |

findIndResidualVar | Find indicator residual variances from factor loading matrix,... |

findIndTotalVar | Find indicator total variances from factor loading matrix,... |

findPossibleFactorCor | Find the appropriate position for freely estimated... |

findPower | Find a value of independent variables that provides a given... |

findRecursiveSet | Group variables regarding the position in mediation chain |

generate | Generate data using SimSem template |

getCIwidth | Find confidence interval width |

getCoverage | Find coverage rate of model parameters |

getCutoff | Find fit indices cutoff given a priori alpha level |

getCutoffNested | Find fit indices cutoff for nested model comparison given a... |

getCutoffNonNested | Find fit indices cutoff for non-nested model comparison given... |

getExtraOutput | Get extra outputs from the result of simulation |

getPopulation | Extract the data generation population model underlying a... |

getPower | Find power of model parameters |

getPowerFit | Find power in rejecting alternative models based on fit... |

getPowerFitNested | Find power in rejecting nested models based on the... |

getPowerFitNonNested | Find power in rejecting non-nested models based on the... |

imposeMissing | Impose MAR, MCAR, planned missingness, or attrition on a data... |

inspect | Extract information from a simulation result |

likRatioFit | Find the likelihood ratio (or Bayes factor) based on the... |

miss | Specifying the missing template to impose on a dataset |

model | Data generation template and analysis template for... |

modelLavaan | Build the data generation template and analysis template from... |

multipleAllEqual | Test whether all objects are equal |

plotCIwidth | Plot a confidence interval width of a target parameter |

plotCoverage | Make a plot of confidence interval coverage rates |

plotCutoff | Plot sampling distributions of fit indices with fit indices... |

plotCutoffNested | Plot sampling distributions of the differences in fit indices... |

plotCutoffNonNested | Plot sampling distributions of the differences in fit indices... |

plotDist | Plot a distribution of a data distribution object |

plotLogitMiss | Visualize the missing proportion when the logistic regression... |

plotMisfit | Plot the population misfit in the result object |

plotPower | Make a power plot of a parameter given varying parameters |

plotPowerFit | Plot sampling distributions of fit indices that visualize... |

plotPowerFitNested | Plot power of rejecting a nested model in a nested model... |

plotPowerFitNonNested | Plot power of rejecting a non-nested model based on a... |

popDiscrepancy | Find the discrepancy value between two means and covariance... |

popMisfitMACS | Find population misfit by sufficient statistics |

pValue | Find p-values (1 - percentile) by comparing a single analysis... |

pValueNested | Find p-values (1 - percentile) for a nested model comparison |

pValueNonNested | Find p-values (1 - percentile) for a non-nested model... |

rawDraw | Draw values from vector or matrix objects |

setPopulation | Set the data generation population model underlying an object |

sim | Run a monte carlo simulation with a structural equation... |

SimDataDist-class | Class '"SimDataDist"': Data distribution object |

SimMatrix-class | Matrix object: Random parameters matrix |

SimMissing-class | Class '"SimMissing"' |

SimResult-class | Class '"SimResult"': Simulation Result Object |

SimSem-class | Class '"SimSem"' |

SimVector-class | Vector object: Random parameters vector |

summaryConverge | Provide a comparison between the characteristics of... |

summaryFit | Provide summary of model fit across replications |

summaryMisspec | Provide summary of the population misfit and... |

summaryParam | Provide summary of parameter estimates and standard error... |

summaryPopulation | Summarize the population model used for data generation... |

summarySeed | Summary of a seed number |

summaryShort | Provide short summary of an object. |

summaryTime | Time summary |

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