General transformation models with time-varying covariates

摘要

In medical studies, the covariates are not always the same during the whole period of study. Covariates may change at certain time points. In this paper, we propose an estimation procedure for the parameters in general transformation model with time-varying covariates. The results of extensive simulations show that our approach works well.