Ornstein-Uhlenbeck Processes of Bounded Variation

被引:7
|
作者
Ratanov, Nikita [1 ,2 ]
机构
[1] Univ Rosario, Cl 12c,4-69, Bogota, Colombia
[2] Chelyabinsk State Univ, 129 Br Kashirinykh, Chelyabinsk, Russia
关键词
Ornstein-Uhlenbeck process; Langevin equation; Telegraph process; Kac's scaling; TELEGRAPH; MODEL;
D O I
10.1007/s11009-020-09794-x
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Ornstein-Uhlenbeck process of bounded variation is introduced as a solution of an analogue of the Langevin equation with an integrated telegraph process replacing a Brownian motion. There is an interval I such that the process starting from the internal point of I always remains within I. Starting outside, this process a. s. reaches this interval in a finite time. The distribution of the time for which the process falls into this interval is obtained explicitly. The certain formulae for the mean and the variance of this process are obtained on the basis of the joint distribution of the telegraph process and its integrated copy. Under Kac's rescaling, the limit process is identified as the classical Ornstein-Uhlenbeck process.
引用
收藏
页码:925 / 946
页数:22
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