Kernel Estimation in a Nonparametric Marker Dependent Hazard Model

Abstract

We introduce a new kernel hazard estimator in a nonparametric model where the stochastic hazard depends on the current value of time and on the current value of a time dependent covariate or marker. We establish the pointwise and global convergence of our estimator.