Tail product-limit process for truncated data with application to extreme value index estimation

摘要

A weighted Gaussian approximation to tail product-limit process forPareto-like distributions of randomly right-truncated data is provided and anew consistent and asymptotically normal estimator of the extreme value indexis derived. A simulation study is carried out to evaluate the finite samplebehavior of the proposed estimator.