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
相关论文
共 50 条
  • [1] Ornstein-Uhlenbeck Processes of Bounded Variation
    Nikita Ratanov
    Methodology and Computing in Applied Probability, 2021, 23 : 925 - 946
  • [2] On Ornstein-Uhlenbeck driven by Ornstein-Uhlenbeck processes
    Bercu, Bernard
    Proia, Frederic
    Savy, Nicolas
    STATISTICS & PROBABILITY LETTERS, 2014, 85 : 36 - 44
  • [3] Spherical Ornstein-Uhlenbeck Processes
    Michael Wilkinson
    Alain Pumir
    Journal of Statistical Physics, 2011, 145
  • [4] Spherical Ornstein-Uhlenbeck Processes
    Wilkinson, Michael
    Pumir, Alain
    JOURNAL OF STATISTICAL PHYSICS, 2011, 145 (01) : 113 - 142
  • [5] Ornstein-Uhlenbeck processes indexed by the circle
    Norris, JR
    ANNALS OF PROBABILITY, 1998, 26 (02) : 465 - 478
  • [6] Hermite Ornstein-Uhlenbeck processes mixed with a Gamma distribution
    Douissi, Soukaina
    Es-Sebaiy, Khalifa
    Tudor, Ciprian A.
    PUBLICATIONES MATHEMATICAE-DEBRECEN, 2020, 96 (1-2): : 23 - 44
  • [7] On the spectral density of fractional Ornstein-Uhlenbeck processes
    Shi, Shuping
    Yu, Jun
    Zhang, Chen
    JOURNAL OF ECONOMETRICS, 2024, 245 (1-2)
  • [8] Quickest Detection Problems for Ornstein-Uhlenbeck Processes
    Glover, Kristoffer
    Peskir, Goran
    MATHEMATICS OF OPERATIONS RESEARCH, 2023, 49 (02) : 1045 - 1064
  • [9] Ornstein-Uhlenbeck Processes Driven by Cylindrical Levy Processes
    Riedle, Markus
    POTENTIAL ANALYSIS, 2015, 42 (04) : 809 - 838
  • [10] MARKOV-MODULATED ORNSTEIN-UHLENBECK PROCESSES
    Huang, G.
    Jansen, H. M.
    Mandjes, M.
    Spreij, P.
    De Turck, K.
    ADVANCES IN APPLIED PROBABILITY, 2016, 48 (01) : 235 - 254