Author(s): Oesook Lee
Journal: Journal of Biophysical Chemistry
ISSN 2153-036X
Volume: 02;
Issue: 01;
Start page: 21;
Date: 2012;
Original page
Keywords: β-Mixing | Generalized Ornstein-Uhlenbeck Process | Exponential Ergodicity | Lé | vy Driven Ornstein-Uhlenbeck Process
ABSTRACT
The generalized Ornstein-Uhlenbeck process is derived from a bivariate Lévy process and is suggested as a continuous time version of a stochastic recurrence equation [1]. In this paper we consider the generalized Ornstein-Uhlenbeck process and provide sufficient conditions under which the process is exponentially ergodic and hence holds the expo-nentially β-mixing property. Our results can cover a wide variety of areas by selecting suitable Lévy processes and be used as fundamental tools for statistical analysis concerning the processes. Well known stochastic volatility models in finance such as Lévy-driven Ornstein-Uhlenbeck process is examined as a special case.
Journal: Journal of Biophysical Chemistry
ISSN 2153-036X
Volume: 02;
Issue: 01;
Start page: 21;
Date: 2012;
Original page
Keywords: β-Mixing | Generalized Ornstein-Uhlenbeck Process | Exponential Ergodicity | Lé | vy Driven Ornstein-Uhlenbeck Process
ABSTRACT
The generalized Ornstein-Uhlenbeck process is derived from a bivariate Lévy process and is suggested as a continuous time version of a stochastic recurrence equation [1]. In this paper we consider the generalized Ornstein-Uhlenbeck process and provide sufficient conditions under which the process is exponentially ergodic and hence holds the expo-nentially β-mixing property. Our results can cover a wide variety of areas by selecting suitable Lévy processes and be used as fundamental tools for statistical analysis concerning the processes. Well known stochastic volatility models in finance such as Lévy-driven Ornstein-Uhlenbeck process is examined as a special case.
