The asymptotic dependence behavior of Ornstein-Uhlenbeck semi-stable processes
Author(s) -
Balram S. Rajput
Publication year - 2010
Publication title -
communications on stochastic analysis
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.224
H-Index - 10
eISSN - 2688-6669
pISSN - 0973-9599
DOI - 10.31390/cosa.4.2.07
Subject(s) - ornstein–uhlenbeck process , statistical physics , mathematics , stochastic process , physics , statistics
Let X = {Xt} be an infinitely divisible stationary process. A good measure of the asymptotic dependence structure of X is provided by the limit of ρX(t) as t → ∞, where ρX(t) is equal to the joint characteristic function of (Xt, X0) minus the product of the characteristic functions of Xt and X0. An interesting case is when ρX(t) → 0; which roughly says that, as time becomes large, the future of the random phenomenon (represented by X) is becoming independent of its past. In this paper, we study the rate of decay of ρX(t) (as t →∞) when X is an Ornstein-Uhlenbeck (r, α)-semi-stable process. The results obtained here generalize and complement the corresponding results for Ornstein-Uhlenbeck α-stable and Ornstein-Uhlenbeck (Gaussian) processes.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom