Inference of high quantiles of a heavy-tailed distribution from block data

Yongcheng Qi, Mengzi Xie, Jingping Yang

In this paper we consider the estimation problem for high quantiles of a heavy-tailed distribution from block data when only a few largest values are observed within blocks. We pro…