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