Tail Behavior and Almost Sure Growth Rate of Superpositions of Ornstein–Uhlenbeck-type Processes
In this paper, we consider sample path growth of superpositions of Ornstein–Uhlenbeck-type
processes (supOU). SupOU processes are stationary infinitely divisible processes defined …
processes (supOU). SupOU processes are stationary infinitely divisible processes defined …
Almost sure growth of integrated supOU processes
Superpositions of Ornstein-Uhlenbeck processes allow a flexible dependence structure,
including long range dependence for OU-type processes. Their complex asymptotic is …
including long range dependence for OU-type processes. Their complex asymptotic is …
Dickman type stochastic processes with short-and long-range dependence
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 …
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 …
of random-coefficient AR (1) processes driven by independent and identically distributed …
Tail behavior and sample path properties of positive supOU processes
In this paper we consider sample path growth of superpositions of positive Ornstein--
Uhlenbeck type processes (supOU). SupOU are stationary infinitely divisible processes …
Uhlenbeck type processes (supOU). SupOU are stationary infinitely divisible processes …
Intermittency and multiscaling in limit theorems
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 …
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 …
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 …
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 …
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