Computation of the difference of EPOCE estimators and its 95% tracking interval between two joint latent class models estimated using Jointlcmm
Plot of class-specific marginal predictions for the longitudinal outcome
Estimation of mixed-effect models and latent class mixed-effect models for different types of outcomes (continuous Gaussian, continuous non-Gaussian or ordinal)
Plots of marginal and subject-specific residuals
Estimation of joint latent class models for longitudinal and time-to-event data
Plot of the class-specific event-free probabilities (survival functions) estimated from a joint latent class mixed model
Plot of the estimated transformation between the outcome and the underlying latent process
Histograms of the posterior class-membership probabilities
Simulated dataset for hlme function
Estimation of Mixed Models, Latent Class Mixed Models and Joint Latent Class Mixed Models for different types of outcomes (quantitative, bounded, curvilinear and ordinal outcomes).
For internal use only ...
Brief summary of a hlme
, lcmm
,Jointlcmm
,multlcmm
, epoce
or Diffepoce
objects
Posterior classification stemmed from a hlme
, lcmm
or Jointlcmm
estimation
Plots
Computation of estimators of the Expected Prognostic Observed Cross-Entropy for evaluating predictive accuracy of joint latent class models estimated using Jointlcmm
Estimation of latent class linear mixed models
Predicted values of a hlme
, lcmm
, multlcmm
or Jointlcmm
object in the natural scale of the longitudinal outcome for a specified profile of covariates.
Class-specific marginal predictions in the latent process scale for lcmm
objects
Simulated dataset for lcmm and Jointlcmm functions
Summary of a hlme
, lcmm
, Jointlcmm
epoce
or Diffepoce
objects
Plot of the class-specific baseline risk functions estimated from a joint latent class mixed model