Estimation and variable selection in high dimension in a causal joint model of survival times and longitudinal outcomes with random effects
带随机效应的生存时间与纵向结果因果联合模型:高维估计与变量选择
We consider a joint survival and mixed-effects model to explain the survival time from longitudinal data and high-dimensional covariates in a population. The longitudinal data is modeled using a non linear mixed-effects model to account for the inter-individual variability in the population. The corresponding regression function serves as a link function incorporated into the survival model. In that way, the longitudinal data is related to the survival time. We consider a…