Estimates, standard errors and Wald test for the parameters of the variance-covariance matrix of the random effects.
Percentage of variance explained by the (latent class) linear mixed model regression
Histograms of the posterior class-membership probabilities
Plot of class-specific marginal predictions for the longitudinal outcome
Summary of a hlme, lcmm, Jointlcmm, multlcmm, epoce or Diffepoce objects
Plot of the estimated transformation between the outcome and the underlying latent process
Multivariate Wald Test
Predicted values of a hlme, lcmm, multlcmm or Jointlcmm object in the natural scale of the longitudinal outcome(s) for a specified profile of covariates.
Simulated dataset for hlme function
Variance-covariance of the estimates
Estimates
Estimation of latent class linear mixed models
Plot of the class-specific baseline risk functions estimated from a joint latent class mixed model.
For internal use only ...
Estimation of mixed-effect models and latent class mixed-effect models for different types of outcomes (continuous Gaussian, continuous non-Gaussian or ordinal)
Plots
Simulated dataset for lcmm and Jointlcmm functions
Plot of the class-specific event-free probabilities (survival functions) estimated from a joint latent class mixed model
Posterior classification stemmed from a hlme, lcmm, multlcmm or Jointlcmm estimation
Computation of the difference of expected prognostic cross-entropy (EPOCE) estimators and its 95% tracking interval between two joint latent class models estimated with Jointlcmm
Computation of estimators of the Expected Prognostic Observed Cross-Entropy (EPOCE) for evaluating predictive accuracy of joint latent class models estimated using Jointlcmm
Class-specific marginal predictions in the latent process scale for lcmm and multlcmm objects
Plots of marginal and subject-specific residuals
Computation of individual dynamic predictions from a joint latent class model
Estimation of extended mixed models using latent classes and latent processes.
Confidence intervals for the estimated link functions from lcmm and multlcmm
Plot of individual dynamic predictions
Brief summary of a hlme, lcmm, Jointlcmm,multlcmm, epoce or Diffepoce objects
Estimation of joint latent class models for longitudinal and time-to-event data
Longitudinal data on cognitive and physical aging in the elderly