# Asymptotic theory for quadratic variation of harmonizable fractional   stable processes

**Authors:** Andreas Basse-O'Connor, Mark Podolskij

arXiv: 2302.14034 · 2023-02-28

## TL;DR

This paper develops the asymptotic theory for the quadratic variation of harmonizable fractional stable processes, revealing non-ergodic limits and convergence to Lévy-driven Rosenblatt variables under specific conditions.

## Contribution

It provides new asymptotic results for quadratic variation of harmonizable fractional stable processes, including non-ergodic limits and weak convergence to Rosenblatt distributions.

## Key findings

- Law of large numbers with non-ergodic limit
- Weak convergence to Lévy-driven Rosenblatt variable
- Conditions on Hurst parameter and stability index

## Abstract

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

## Full text

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## References

25 references — full list in the complete paper: https://tomesphere.com/paper/2302.14034/full.md

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Source: https://tomesphere.com/paper/2302.14034