Tail Behavior and Almost Sure Growth Rate of Superpositions of Ornstein–Uhlenbeck-type Processes

D Grahovac, P Kevei - Journal of theoretical probability, 2025 - Springer
In this paper, we consider sample path growth of superpositions of Ornstein–Uhlenbeck-type
processes (supOU). SupOU processes are stationary infinitely divisible processes defined …

Almost sure growth of integrated supOU processes

D Grahovac, P Kevei - arxiv preprint arxiv:2402.01196, 2024 - arxiv.org
Superpositions of Ornstein-Uhlenbeck processes allow a flexible dependence structure,
including long range dependence for OU-type processes. Their complex asymptotic is …

Dickman type stochastic processes with short-and long-range dependence

D Grahovac, A Kovtun, NN Leonenko… - arxiv preprint arxiv …, 2024 - arxiv.org
We study properties of the (generalized) Dickman distribution with two parameters and the
stationary solution of the Ornstein-Uhlenbeck stochastic differential equation driven by a …

Joint temporal and contemporaneous aggregation of random-coefficient AR (1) processes with infinite variance

V Pilipauskaitė, V Skorniakov… - Advances in Applied …, 2020 - cambridge.org
We discuss the joint temporal and contemporaneous aggregation of N independent copies
of random-coefficient AR (1) processes driven by independent and identically distributed …

Tail behavior and sample path properties of positive supOU processes

D Grahovac, P Kevei - arxiv preprint arxiv:2402.08584, 2024 - arxiv.org
In this paper we consider sample path growth of superpositions of positive Ornstein--
Uhlenbeck type processes (supOU). SupOU are stationary infinitely divisible processes …

Intermittency and multiscaling in limit theorems

D Grahovac, NN Leonenko, MS Taqqu - Fractals, 2022 - World Scientific
It has been recently discovered that some random processes may satisfy limit theorems
even though they exhibit intermittency, namely an unusual growth of moments. In this paper …

Intermittency and infinite variance: the case of integrated supOU processes

D Grahovac, NN Leonenko, MS Taqqu - 2021 - projecteuclid.org
SupOU processes are superpositions of Ornstein-Uhlenbeck type processes with a random
intensity parameter. They are stationary processes whose marginal distribution and …

Three Essays in Applied Statistics and Methodology

LL Ruan - 2024 - search.proquest.com
In the increasingly complex data landscape of the modern world, the growing diversity of
data has opened up exciting new avenues of research. This thesis presents three forays into …

Intermittency in the small-time behavior of Lévy processes

D Grahovac - Statistics & Probability Letters, 2022 - Elsevier
In this paper we consider convergence of moments in the small-time limit theorems for Lévy
processes. We provide precise asymptotics for all the absolute moments of positive order …

[CITATION][C] Growth and intermittency of supOU processes Danijel Grahovac1, Nikolai N. Leonenko2, Murad S. Taqqu3

D Grahovac, NN Leonenko, MS Taqqu