An estimator for the tail index of an integrated conditional Pareto–Weibull-type model

We introduce a nonparametric regression estimator for a tail heaviness parameter in an integrated conditional Pareto–Weibull-type model. The estimator is based on local log excesses over a high random threshold. Asymptotic properties are derived under proper regularity conditions.