Einmahl, John; de Haan, L.F.M.; Zhou, C. - Tilburg University, Center for Economic Research - 2014
Abstract: We extend classical extreme value theory to non-identically distributed observations. When the distribution tails are proportional much of extreme value statistics remains valid. The proportionality function for the tails can be estimated nonparametrically along with the (common)...