Hill, Jonathan B. - In: Econometric Theory 26 (2010) 05, pp. 1398-1436
In this paper we analyze the asymptotic properties of the popular distribution tail index estimator by Hill (1975) for dependent, heterogeneous processes. We develop new extremal dependence measures that characterize a massive array of linear, nonlinear, and conditional volatility processes with...