Kernel meets sieve: transformed hazards models with sparse longitudinal covariates

Dayu Sun, Zhuowei Sun, Xingqiu Zhao +1

We study the transformed hazards model with time-dependent covariates observed intermittently for the censored outcome. Existing work assumes the availability of the whole trajecto…