AN EXPONENTIAL NON-UNIFORM BERRY-ESSEEN BOUND OF SOME TIME INHOMOGENEOUS DIFFUSION PROCESS

  • Qiaojing LIU ,
  • Yaqian LV ,
  • Baobin WANG
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  • 1. Three Gorges Mathematical Research Center, China Three Gorges University, Yichang 443002, China;
    2. College of Mathematics and Physics, China Three Gorges University, Yichang 443002, China;
    3. School of Mathematics and Statistics, South-Central MinZu University, Wuhan 430074, China
Qiaojing liu, E-mail: qjliu2002@163.com; Yaqian lv, E-mail: yaqian0408@163.com

Received date: 2024-06-06

  Revised date: 2025-02-13

  Online published: 2025-10-14

Supported by

This research was supported by the NSFC (12101358, 12471095), the Natural Science Foundation of Hubei Province in China (2024AFC020) and the Fundamental Research Funds for the Central Universities, South-Central MinZu University (CZY23010).

Abstract

In this paper, we study the exponential non-uniform Berry-Esseen bound for the maximum likelihood estimator of some time inhomogeneous diffusion process. As applications, the optimal uniform Berry-Esseen bound and optimal Cramér-type moderate deviations of the Ornstein-Uhlenbeck process and $\alpha$-Brownian bridge can be obtained. The main methods are the change of measure method and asymptotic analysis technique.

Cite this article

Qiaojing LIU , Yaqian LV , Baobin WANG . AN EXPONENTIAL NON-UNIFORM BERRY-ESSEEN BOUND OF SOME TIME INHOMOGENEOUS DIFFUSION PROCESS[J]. Acta mathematica scientia, Series B, 2025 , 45(5) : 1879 -1890 . DOI: 10.1007/s10473-025-0506-y

References

[1] Barczy M, Pap G. Asymptotic behavior of maximum likelihood estimator for time inhomogeneous diffusion processes. J Statist Plann Inference, 2010, 140(6): 576-1593
[2] Barczy M, Pap G. Explicit formulas for Laplace transforms of certain functionals of some time inhomogeneous diffusions. J Math Anal Appl, 2011, 380(2): 405-424
[3] Es-Sebaiy K, Moustaaid J. Optimal Berry-Esseen bound for maximum likelihood estimation of the drift parameter in $\alpha$-Brownian bridge. J Korean Statist Soc, 2021, 50(2): 403-418
[4] Fan X Q, Shao Q M. Cramér's moderate deviations for martingales with applications. Ann Inst Henri Poincaré Probab Stat, 2024, 60(3): 2046-2074
[5] Jiang H. Moderate deviations for parameter estimation in some time inhomogeneous diffusions. J Statist Plann Inference, 2009, 139(10): 3665-3674
[6] Jiang H, Li S M, Wang W G. Moderate deviations for parameter estimation in the fractional Ornstein-Uhlenbeck processes with periodic mean. Acta Math Sin (Engl Ser), 2024, 40(5): 1308-1324
[7] Jiang H, Lin Q H, Wang S C. An exponential nonuniform Berry-Esseen bound of the maximum likelihood estimator in a Jacobi process. J Appl Probab, 2024, 61(3): 909-926
[8] Jiang H, Shao J, Wang S C. Asymptotic behaviours for maximum likelihood estimator of drift parameter in alpha-Wiener bridge process. Statistics, 2022, 56(5): 1048-1071
[9] Jiang H, Wan Y L, Yang G Y. Deviation inequalities and Cramér-type moderate deviations for the explosive autoregressive process. Bernoulli, 2022, 28(4): 2634-2662
[10] Jiang H, Zhou J Y. An exponential nonuniform Berry-Esseen bound for the fractional Ornstein-Uhlenbeck process. J Theoret Probab, 2023, 36(2): 1037-1058
[11] Kim Y T, Park H S. Optimal Berry-Esseen bound for an estimator of parameter in the Ornstein-Uhlenbeck process. J Korean Statist Soc, 2017, 46(3): 413-425
[12] Petrov V.Sums of Independent Random Variables. New York: Springer, 1975
[13] Wang B B, Jiang H, Yu J Y. Berry-Esseen bound for parameter estimation in some time inhomogeneous diffusions and applications. Statist Probab Lett, 2011, 81(8): 921-929
[14] Zhao S J, Liu Q J. A large deviation result for maximum likelihood estimator of non-homogeneous Ornstein-Uhlenbeck processes. Statist Probab Lett, 2020, 162: 108753
[15] Zhao S J, Gao F Q. Large deviations for parameter estimators of some time inhomogeneous diffusion process. Acta Math Sin (Engl Ser), 2011, 27(11): 2245-2258
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