Extended Mixed Models Using Latent Classes and Latent Processes
Marginal predictions of the longitudinal outcome(s) in their natural s...
For internal use only ...
Permutation of the latent classes
Predictions (marginal and possibly subject-specific in some cases) of ...
Marginal predictions in the natural scale of a pre-transformed outcome
Conditional predictions of a lcmm, multlcmm or Jointlcmmobject i...
Brief summary of a hlme, lcmm, Jointlcmm,multlcmm, epoce or ...
Summary of models
Update the longitudinal submodels
Variance-covariance of the estimates
Estimates, standard errors and Wald test for the parameters of the var...
Percentage of variance explained by the (latent class) linear mixed mo...
Estimators of the Expected Prognostic Observed Cross-Entropy (EPOCE) f...
Maximum likelihood estimates
Estimation of a secondary regression model after the estimation of a p...
Predicted cumulative incidence of event according to a profile of cova...
Difference of expected prognostic cross-entropy (EPOCE) estimators and...
Individual dynamic predictions from a joint latent class model
Automatic grid search
Estimation of latent class linear mixed models
Conditional probabilities and item information given specified latent ...
Estimation of joint latent class models for longitudinal and time-to-e...
Estimation of extended mixed models using latent classes and latent pr...
Estimation of mixed-effect models and latent class mixed-effect models...
Wrapper to the Fortran subroutines computing the log-likelihood
Estimation of multivariate joint latent class mixed models
Estimation of multivariate mixed-effect models and multivariate latent...
Plot of predicted cumulative incidences according to a profile of cova...
Plot of individual dynamic predictions
Plot of information functions
Plots
Plot of predicted trajectories and link functions
Plot of a fitted model
Posterior classification stemmed from a hlme, lcmm, multlcmm or ...
Posterior classification and class-membership probabilities
Class-specific marginal predictions in the latent process scale for `l...
Confidence intervals for the estimated link functions from lcmm, `Jo...
Predictions of the random-effects
Data simulation according to models from lcmm package
Standard methods for estimated models
Summary of a hlme, lcmm, Jointlcmm, multlcmm, mpjlcmm, `exte...
Summary of models
Multivariate Wald Test
Cross classifications
Estimation of various extensions of the mixed models including latent class mixed models, joint latent class mixed models, mixed models for curvilinear outcomes, mixed models for multivariate longitudinal outcomes using a maximum likelihood estimation method (Proust-Lima, Philipps, Liquet (2017) <doi:10.18637/jss.v078.i02>).
Useful links