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Asymptotic theory for quadratic variation of harmonizable fractional stable processes

Theory of Probability and Mathematical Statistics (TPMS), 2023
Abstract

In this paper we study the asymptotic theory for quadratic variation of a harmonizable fractional \al\al-stable process. We show a law of large numbers with a non-ergodic limit and obtain weak convergence towards a L\évy-driven Rosenblatt random variable when the Hurst parameter satisfies H(1/2,1)H\in (1/2,1) and \al(1H)<1/2\al(1-H)<1/2. This result complements the asymptotic theory for fractional stable processes investigated in e.g. \cite{BHP19,BLP17,BP17,BPT20,LP18,MOP20}.

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