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| lcmm-package | 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). |
| .Contlcmm | For internal use only ... |
| .Ordlcmm | For internal use only ... |
| data_hlme | Simulated dataset for hlme function |
| data_Jointlcmm | Simulated dataset for lcmm and Jointlcmm functions |
| Diffepoce | Computation of the difference of EPOCE estimators and its 95% tracking interval between two joint latent class models estimated using 'Jointlcmm' |
| epoce | Computation of estimators of the Expected Prognostic Observed Cross-Entropy for evaluating predictive accuracy of joint latent class models estimated using 'Jointlcmm' |
| factor.names | For internal use only ... |
| hlme | Estimation of latent class linear mixed models |
| Jointlcmm | Estimation of joint latent class models for longitudinal and time-to-event data |
| lcmm | Estimation of mixed-effect models and latent class mixed-effect models for different types of outcomes (continuous Gaussian, continuous non-Gaussian or ordinal) |
| mixture | For internal use only ... |
| multlcmm | Estimation of mutlivariate mixed-effect models and multivariate latent class mixed-effect models for longitudinal outcomes of multiple types (continuous Gaussian, continuous non-Gaussian - curvilinear) |
| plot.baselinerisk | Plot of the class-specific baseline risk functions estimated from a joint latent class mixed model |
| plot.baselinerisk.Jointlcmm | Plot of the class-specific baseline risk functions estimated from a joint latent class mixed model |
| plot.Diffepoce | Plots |
| plot.epoce | Plots |
| plot.hlme | Plots of marginal and subject-specific residuals |
| plot.Jointlcmm | Plots of marginal and subject-specific residuals |
| plot.lcmm | Plots of marginal and subject-specific residuals |
| plot.linkfunction | Plot of the estimated transformation between the outcome and the underlying latent process |
| plot.linkfunction.lcmm | Plot of the estimated transformation between the outcome and the underlying latent process |
| plot.linkfunction.multlcmm | Plot of the estimated transformation between the outcome and the underlying latent process |
| plot.multlcmm | Plots of marginal and subject-specific residuals |
| plot.postprob | Histograms of the posterior class-membership probabilities |
| plot.postprob.hlme | Histograms of the posterior class-membership probabilities |
| plot.postprob.Jointlcmm | Histograms of the posterior class-membership probabilities |
| plot.postprob.lcmm | Histograms of the posterior class-membership probabilities |
| plot.postprob.multlcmm | Histograms of the posterior class-membership probabilities |
| plot.predict | Plot of class-specific marginal predictions for the longitudinal outcome |
| plot.predict.hlme | Plot of class-specific marginal predictions for the longitudinal outcome |
| plot.predict.Jointlcmm | Plot of class-specific marginal predictions for the longitudinal outcome |
| plot.predict.lcmm | Plot of class-specific marginal predictions for the longitudinal outcome |
| plot.survival | Plot of the class-specific event-free probabilities (survival functions) estimated from a joint latent class mixed model |
| plot.survival.Jointlcmm | Plot of the class-specific event-free probabilities (survival functions) estimated from a joint latent class mixed model |
| postprob | Posterior classification stemmed from a 'hlme', 'lcmm' or 'Jointlcmm' estimation |
| postprob.hlme | Posterior classification stemmed from a 'hlme', 'lcmm' or 'Jointlcmm' estimation |
| postprob.Jointlcmm | Posterior classification stemmed from a 'hlme', 'lcmm' or 'Jointlcmm' estimation |
| postprob.lcmm | Posterior classification stemmed from a 'hlme', 'lcmm' or 'Jointlcmm' estimation |
| postprob.multlcmm | Posterior classification stemmed from a 'hlme', 'lcmm' or 'Jointlcmm' estimation |
| predictL | Class-specific marginal predictions in the latent process scale for 'lcmm' objects |
| predictL.lcmm | Class-specific marginal predictions in the latent process scale for 'lcmm' objects |
| predictL.multlcmm | Class-specific marginal predictions in the latent process scale for 'lcmm' objects |
| predictY | Predicted values of a 'hlme', 'lcmm', 'multlcmm' or 'Jointlcmm' object in the natural scale of the longitudinal outcome for a specified profile of covariates. |
| predictY.hlme | Predicted values of a 'hlme', 'lcmm', 'multlcmm' or 'Jointlcmm' object in the natural scale of the longitudinal outcome for a specified profile of covariates. |
| predictY.Jointlcmm | Predicted values of a 'hlme', 'lcmm', 'multlcmm' or 'Jointlcmm' object in the natural scale of the longitudinal outcome for a specified profile of covariates. |
| predictY.lcmm | Predicted values of a 'hlme', 'lcmm', 'multlcmm' or 'Jointlcmm' object in the natural scale of the longitudinal outcome for a specified profile of covariates. |
| predictY.multlcmm | Predicted values of a 'hlme', 'lcmm', 'multlcmm' or 'Jointlcmm' object in the natural scale of the longitudinal outcome for a specified profile of covariates. |
| print.Diffepoce | Brief summary of a 'hlme', 'lcmm','Jointlcmm','multlcmm', 'epoce' or 'Diffepoce' objects |
| print.epoce | Brief summary of a 'hlme', 'lcmm','Jointlcmm','multlcmm', 'epoce' or 'Diffepoce' objects |
| print.hlme | Brief summary of a 'hlme', 'lcmm','Jointlcmm','multlcmm', 'epoce' or 'Diffepoce' objects |
| print.Jointlcmm | Brief summary of a 'hlme', 'lcmm','Jointlcmm','multlcmm', 'epoce' or 'Diffepoce' objects |
| print.lcmm | Brief summary of a 'hlme', 'lcmm','Jointlcmm','multlcmm', 'epoce' or 'Diffepoce' objects |
| print.multlcmm | Brief summary of a 'hlme', 'lcmm','Jointlcmm','multlcmm', 'epoce' or 'Diffepoce' objects |
| summary.Diffepoce | Summary of a 'hlme', 'lcmm', 'Jointlcmm' 'epoce' or 'Diffepoce' objects |
| summary.epoce | Summary of a 'hlme', 'lcmm', 'Jointlcmm' 'epoce' or 'Diffepoce' objects |
| summary.hlme | Summary of a 'hlme', 'lcmm', 'Jointlcmm' 'epoce' or 'Diffepoce' objects |
| summary.Jointlcmm | Summary of a 'hlme', 'lcmm', 'Jointlcmm' 'epoce' or 'Diffepoce' objects |
| summary.lcmm | Summary of a 'hlme', 'lcmm', 'Jointlcmm' 'epoce' or 'Diffepoce' objects |
| summary.multlcmm | Summary of a 'hlme', 'lcmm', 'Jointlcmm' 'epoce' or 'Diffepoce' objects |