On parameter estimation of fractional Ornstein-Uhlenbeck process

被引:0
|
作者
Farah, Fatima-Ezzahra [1 ]
机构
[1] Cadi Ayyad Univ, Natl Sch Appl Sci Marrakesh, Marrakech, Morocco
关键词
Fractional Ornstein-Uhlenbeck process; strong consistency; asymptotic normality;
D O I
10.1515/rose-2022-2079
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
We consider a problem of parameter estimation for the fractional Ornstein-Uhlenbeck model given by the stochastic differential equation dX(t) = -theta X(t)dt + dB(t)(H), t >= 0, where theta > 0 is an unknown parameter to be estimated and B-H is a fractional Brownian motion with Hurst parameter H is an element of (0,1). We provide an estimator for theta, and then we study its strong consistency and asymptotic normality. The main tool in our proofs is the paper [I. Nourdin, D. Nualart and G. Peccati, The Breuer-Major theorem in total variation: Improved rates under minimal regularity, Stochastic Process. Appl. 131 2021, 1-20].
引用
收藏
页码:161 / 170
页数:10
相关论文
共 50 条
  • [1] Parameter estimation for fractional Ornstein-Uhlenbeck processes
    Hu, Yaozhong
    Nualart, David
    STATISTICS & PROBABILITY LETTERS, 2010, 80 (11-12) : 1030 - 1038
  • [2] Parameter Estimation for Ornstein-Uhlenbeck Process with Small Fractional Levy Noises
    Xu, Fang
    Zhao, Yongfei
    Wei, Chao
    ENGINEERING LETTERS, 2022, 30 (04) : 1566 - 1572
  • [3] Drift parameter estimation for fractional Ornstein-Uhlenbeck process of the second kind
    Azmoodeh, Ehsan
    Morlanes, Jose Igor
    STATISTICS, 2015, 49 (01) : 1 - 18
  • [4] Parameter estimation for Ornstein-Uhlenbeck processes driven by fractional Levy process
    Shen, Guangjun
    Li, Yunmeng
    Gao, Zhenlong
    JOURNAL OF INEQUALITIES AND APPLICATIONS, 2018,
  • [5] Parameter estimation of the fractional Ornstein-Uhlenbeck process based on quadratic variation
    Janczura, Joanna
    Magdziarz, Marcin
    Metzler, Ralf
    CHAOS, 2023, 33 (10)
  • [6] Robust parameter estimation for the Ornstein-Uhlenbeck process
    Rieder, Sonja
    STATISTICAL METHODS AND APPLICATIONS, 2012, 21 (04): : 411 - 436
  • [7] On parameter estimation of the hidden Ornstein-Uhlenbeck process
    Kutoyants, Yury A.
    JOURNAL OF MULTIVARIATE ANALYSIS, 2019, 169 : 248 - 263
  • [8] Drift parameter estimation for infinite-dimensional fractional Ornstein-Uhlenbeck process
    Maslowski, Bohdan
    Tudor, Ciprian A.
    BULLETIN DES SCIENCES MATHEMATIQUES, 2013, 137 (07): : 880 - 901
  • [9] Comparative Estimation for Discrete Fractional Ornstein-Uhlenbeck Process
    Rifo, Laura
    Torres, Soledad
    Tudor, Ciprian A.
    STOCHASTIC MODELS, 2013, 29 (03) : 291 - 305
  • [10] Optimal designs for parameter estimation of the Ornstein-Uhlenbeck process
    Zagoraiou, Maroussa
    Antognini, Alessandro Baldi
    APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2009, 25 (05) : 583 - 600