Nonparametric estimation of the conditional distribution in regression with censored data

Abstract

The objective of this thesis is twofold. First, we want to study the asymptotic performance of some estimators of the conditional (survival) distribution and the corresponding quantile function. The second objective is to examine the finite sample performance of these estimators through simulations and to implement the obtained results on a real data set.