Consistency of full-sample bootstrap for estimating high-quantile, tail probability, and tail index

Svetlana Litvinova, Mervyn J. Silvapulle

We show that the full-sample bootstrap is asymptotically valid for constructing confidence intervals for high-quantiles, tail probabilities, and other tail parameters of a univaria…