Estimation of various latent class mixed models and joint latent class mixed models

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Documentation for package ‘lcmm’ version 1.4-3

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lcmm-package Estimation of Latent Class Mixed Models and Joint Latent Class Mixed Models for quantitative, bounded quantitative, discrete and ordinal longitudinal outcomes and a right-censored left-truncated time-to-event.
.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
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 latent class mixed-effect models for different types of outcomes (continuous Gaussian, continuous non-Gaussian or ordinal)
mixture For internal use only ...
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.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.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.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
print.hlme Short summary of a 'hlme', 'lcmm' or 'Jointlcmm' object
print.Jointlcmm Short summary of a 'hlme', 'lcmm' or 'Jointlcmm' object
print.lcmm Short summary of a 'hlme', 'lcmm' or 'Jointlcmm' object
summary.hlme Summary of a 'hlme', 'lcmm' or 'Jointlcmm' object
summary.Jointlcmm Summary of a 'hlme', 'lcmm' or 'Jointlcmm' object
summary.lcmm Summary of a 'hlme', 'lcmm' or 'Jointlcmm' object