On the probability of holes in truncated samples

Abstract

For truncated data the existence of “holes” resp. inner risk sets may cause some problems when analyzing or applying the Lynden–Bell estimator. In this paper we derive sharp finite sample upper and lower bounds for the “probability of holes” and show that it goes to zero as sample size tends to infinity. In some selected cases also the rate of convergence is studied.