Jump activity estimation for pure-jump semimartingales via self-normalized statistics

Viktor Todorov

We derive a nonparametric estimator of the jump-activity index $\beta$ of a "locally-stable" pure-jump Itô semimartingale from discrete observations of the process on a fixed time inte…