Optimal pooling and distributed inference for the tail index and extreme quantiles

Abdelaati Daouia, Simone A. Padoan, Gilles Stupfler

This paper investigates pooling strategies for tail index and extreme quantile estimation from heavy-tailed data. To fully exploit the information contained in several samples, we…