Nonparametric regression for consecutive survival data

Abstract

In statistical applications to medical data one often encounters situations when one is interested in sequentially observed periods of a disease. Relevant data may then be heavily truncated and/or censored. In this paper we extend the famous Nadaraya-Watson estimator of regression to such data and study its distributional behavior