Hill, Jonathan B. - EconWPA - 2005
In this paper we analyze the asymptotic properties of the popular distribution tail index estimator by B. Hill (1975 …) for possibly heavy- tailed, heterogenous, dependent processes. We prove the Hill estimator is weakly consistent for … recurrence equations, and simple bilinear processes. Moreover, we develop a simple non-parametric kernel estimator of the …