Linear and Nonlinear Longitudinal Process in Structural Equation Modeling Framework


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Documentation for package ‘nlpsem’ version 0.1.1

Help Pages

getEstimateStats Calculate p-Values and Confidence Intervals of Parameters for a Fitted Model
getFigure Generate Visualization for Fitted Model
getIndFS Derive Individual Factor Scores for Each Latent Variable Included in Model
getLatentKappa Compute Latent Kappa Coefficient for Agreement between Two Latent Label Sets
getLCSM Fit a Latent Change Score Model with a Time-invariant Covariate If Any
getLGCM Fit a Latent Growth Curve Model with Time-invariant Covariate (If Any)
getLRT Perform Likelihood Ratio Test (LRT) for Comparing Full and Reduced Models
getMediation Fit a Longitudinal Mediation Model
getMGM Fit a Multivariate Latent Growth Curve Model or Multivariate Latent Change Score Model
getMGroup Fit a Longitudinal Multiple Group Model
getMIX Fit a Longitudinal Mixture Model
getPosterior Compute Posterior Probabilities, Cluster Assignments, and Model Entropy for a Longitudinal Mixture Model
getSummary Summarize Model Fit Statistics for Fitted Models
getTVCmodel Fit a Latent Growth Curve Model or Latent Change Score Model with Time-varying and Time-invariant Covariates
RMS_dat ECLS-K (2011) Sample Dataset for Demonstration