Gaussian and hermite Ornstein-Uhlenbeck processes

被引:1
|
作者
Es-Sebaiy, Khalifa [1 ]
机构
[1] Kuwait Univ, Fac Sci, Dept Math, Kuwait, Kuwait
关键词
Gaussian and Hermite Ornstein-Uhlenbeck processes; auto-covariance function; stationarity and ergodicity; Secondary; STOCHASTIC VOLATILITY; PARAMETER-ESTIMATION; LONG-MEMORY;
D O I
10.1080/07362994.2021.2022495
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In the present paper we study the asymptotic behavior of the auto-covariance function for Ornstein-Uhlenbeck (OU) processes driven by Gaussian noises with stationary and non-stationary increments and for Hermite OU processes. Our results are generalizations of the corresponding results of Cheridito et al. and Kaarakka and Salminen.
引用
收藏
页码:394 / 423
页数:30
相关论文
共 50 条
  • [1] Parameter identification for the Hermite Ornstein-Uhlenbeck process
    Assaad, Obayda
    Tudor, Ciprian A.
    STATISTICAL INFERENCE FOR STOCHASTIC PROCESSES, 2020, 23 (02) : 251 - 270
  • [2] Characteristic function estimation of non-Gaussian Ornstein-Uhlenbeck processes
    Taufer, Emanuele
    Leonenko, Nikolai
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 139 (09) : 3050 - 3063
  • [3] Statistical inference in discretely observed fractional Ornstein-Uhlenbeck processes
    Li, Yicun
    Teng, Yuanyang
    CHAOS SOLITONS & FRACTALS, 2023, 177
  • [4] Asymptotic theory for explosive fractional Ornstein-Uhlenbeck processes
    Jiang, Hui
    Pan, Yajuan
    Xiao, Weilin
    Yang, Qingshan
    Yu, Jun
    ELECTRONIC JOURNAL OF STATISTICS, 2024, 18 (02): : 3931 - 3974
  • [5] Bayesian inference for non-Gaussian Ornstein-Uhlenbeck stochastic volatility processes
    Roberts, GO
    Papaspiliopoulos, O
    Dellaportas, P
    JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2004, 66 : 369 - 393
  • [6] Ornstein-Uhlenbeck processes in Hilbert space with non-Gaussian stochastic volatility
    Benth, Fred Espen
    Ruediger, Barbara
    Suess, Andre
    STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 2018, 128 (02) : 461 - 486
  • [7] On the spectral density of fractional Ornstein-Uhlenbeck processes
    Shi, Shuping
    Yu, Jun
    Zhang, Chen
    JOURNAL OF ECONOMETRICS, 2024, 245 (1-2)
  • [8] Sequential estimation for nonhomogeneous Ornstein-Uhlenbeck processes
    Zang, Qingpei
    Wang, Tao
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2019, 48 (08) : 1955 - 1962
  • [9] Least squares estimator for non-ergodic Ornstein-Uhlenbeck processes driven by Gaussian processes
    El Machkouri, Mohamed
    Es-Sebaiy, Khalifa
    Ouknine, Youssef
    JOURNAL OF THE KOREAN STATISTICAL SOCIETY, 2016, 45 (03) : 329 - 341
  • [10] Least squares estimator for non-ergodic Ornstein-Uhlenbeck processes driven by Gaussian processes
    Mohamed El Machkouri
    Khalifa Es-Sebaiy
    Youssef Ouknine
    Journal of the Korean Statistical Society, 2016, 45 : 329 - 341