Abstract
In this article we study the so-called cutoff phenomenon in the total variation distance when n→∞ for the maximum of n ergodic Ornstein–Uhlenbeck processes driven by stable noise of index α. Using the asymptotic theory of extremes; in the Gaussian case we prove that the total variation distance between the distribution of the maximum and its limiting distribution converges to a universal function in a constant time window around the cutoff time, a fact known as profile cutoff in the context of stochastic processes. On the other hand, in the heavy-tailed case we prove that there is not cutoff. ©2020 Elsevier B.V. All rights reserved.
Original language | English |
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Article number | 108954 |
Journal | Statistics & Probability Letters |
Volume | 168 |
Number of pages | 7 |
ISSN | 0167-7152 |
DOIs | |
Publication status | Published - Jan 2021 |
MoE publication type | A1 Journal article-refereed |
Fields of Science
- Cutoff phenomenon
- Extreme value distributions
- Stable distribution
- Total variation distance
- 112 Statistics and probability