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Joint modelling of longitudinal and multi-state processes: application to clinical progressions in prostate cancer
Loïc Ferrer, Virginie Rondeau, James J. Dignam +3
Joint modelling of longitudinal and survival data is increasingly used in clinical trials on cancer. In prostate cancer for example, these models permit to account for the link bet…
Joint latent class model for longitudinal data and interval-censored semi-competing events: Application to dementia
Anaïs Rouanet, Pierre Joly, Jean-François Dartigues +2
Joint models are used in ageing studies to investigate the association between longitudinal markers and a time-to-event, and have been extended to multiple markers and/or competing…
Estimation of extended mixed models using latent classes and latent processes: the R package lcmm
Cécile Proust-Lima, Viviane Philipps, Benoit Liquet
The R package lcmm provides a series of functions to estimate statistical models based on linear mixed model theory. It includes the estimation of mixed models and latent class mix…