Nonparametric Estimation of a Bivariate Survival Function in the Presence of Censoring

Abstract

A new family of estimators of a bivariate survival function based on censored vectors is obtained from a decomposition of the bivariate survival function. These estimators are uniformly consistent under bivariate censoring and are self-consistent under univariate censoring.