Joint modelling of multivariate longitudinal outcomes and a time-to-event: A nonlinear latent class approach

@article{ProustLima2009JointMO,
  title={Joint modelling of multivariate longitudinal outcomes and a time-to-event: A nonlinear latent class approach},
  author={C{\'e}cile Proust-Lima and Pierre Joly and Jean-François Dartigues and H{\'e}l{\`e}ne Jacqmin-Gadda},
  journal={Computational Statistics & Data Analysis},
  year={2009},
  volume={53},
  pages={1142-1154}
}
A joint model based on a latent class approach is proposed to explore the association between correlated longitudinal quantitative markers and a time-to-event. A longitudinal latent class model describes latent profiles of evolution of the latent process underlying the correlated markers. The latent process is linked to the markers by nonlinear… CONTINUE READING