Linear and Nonlinear Longitudinal Process in Structural Equation Modeling Framework

---

Documentation for package ‘nlpsem’ version 0.3

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

Help Pages

figOutput-class	S4 Class for displaying figures
FSOutput-class	S4 Class for estimated factor scores and their standard errors.
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 Bootstrap Likelihood Ratio Test 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
KappaOutput-class	S4 Class for kappa statistic with confidence interval and judgment.
ModelSummary	S4 Generic for summarizing an optimized MxModel.
ModelSummary-method	S4 Method for summarizing an optimized MxModel.
myMxOutput-class	Standard Methods (S4) for the package
postOutput-class	S4 Class for posterior probabilities, membership, entropy, and accuracy (when applicable)
printTable	S4 Generic for displaying output in a table format.
printTable-method	S4 Method for printing estimated factor scores and their standard errors
printTable-method	S4 Method for printing kappa statistic with $95%$ CI and judgement for agreement.
printTable-method	S4 Method for printing p values and confidence intervals (when applicable)
printTable-method	S4 Method for printing point estimates with standard errors
printTable-method	S4 Method for printing posterior probabilities, membership, entropy, and accuracy.
RMS_dat	ECLS-K (2011) Sample Dataset for Demonstration
show-method	S4 Method for displaying figures.
StatsOutput-class	S4 Class for p values and confidence intervals (when specified).