A Bayesian model for joint analysis of multivariate repeated measures and time to event data in crossover trials.

@article{Liu2016ABM,
  title={A Bayesian model for joint analysis of multivariate repeated measures and time to event data in crossover trials.},
  author={Fang Liu and Qing Li},
  journal={Statistical methods in medical research},
  year={2016},
  volume={25 5},
  pages={
          2180-2192
        }
}
Joint modeling of longitudinal and survival data has become a popular technique in analyzing longitudinal clinical trials. In this discussion, the potentials of joint modeling are explored for analyzing time to event and multivariate repeated measures in crossover studies. The work is motivated by a real-life crossover study with three visual analog scale responses and a time to event response. To recover the information lost due to censoring of the time to event variable, we propose a Bayesian… CONTINUE READING