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非稳定状态α-布朗桥极大似然估计的精细大偏差展开
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  • 英文篇名:Sharp Large Deviation Expansion for the Unstable α-Brownian Bridge
  • 作者:陈廷 ; 赵守江
  • 英文作者:CHEN Ting;ZHAO Shoujiang;College of Science,China Three Gorges University;
  • 关键词:非稳定状态α-布朗桥 ; 极大似然估计 ; 精细大偏差展开 ; Taylor展开
  • 英文关键词:the unstable α-Brownian bridge;;maximum likelihood estimator;;sharp large deviation expansion;;Taylor expansion
  • 中文刊名:XFXY
  • 英文刊名:Journal of Hubei University of Arts and Science
  • 机构:三峡大学理学院;
  • 出版日期:2017-02-15
  • 出版单位:湖北文理学院学报
  • 年:2017
  • 期:v.38;No.224
  • 基金:湖北省教育厅项目(Q20141210)
  • 语种:中文;
  • 页:XFXY201702005
  • 页数:4
  • CN:02
  • ISSN:42-1830/Z
  • 分类号:25-28
摘要
用测度变换和泰勒展开方法研究非稳定状态α-布朗桥极大似然估计的精细大偏差展开,得到其估计量指数型收敛速度的精细刻画.
        This article will study sharp large deviations for maximum likelihood estimator(MLE) of the unstable α-Brownian bridge by change of measure and Taylor expansion,which will get the sharp expression of the convergence rate of them.
引文
[1]MANSUY R.On a one-parameter generalization of the Brownian bridge and associated quadratic functionals[J].Journal of Theoretical Probability,2004,17(4):1021-1029.
    [2]BARCZY M,PAP G.Asymptotic behavior of maximum likelihood estimator for time inhomogeneous diffusion processes[J].Journal of Statistical Planning and Inference,2010,140(6):1576-1593.
    [3]BARCZY M,PAP G.Explicit formulas for Laplace transforms of certain functionals of some time inhomogeneous diffusions[J].Journal of Mathematical Analysis and Applications,2011,380(2):405-424.
    [4]ZHAO S,LIU Q.Large deviations for parameter estimators ofα-Brownian math container loading mathjax bridge[J].Journal of Statistical Planning&Inference,2012,142(3):695-707.
    [5]BAHADUR R R,RAO R R.On deviations of the sample mean[J].Annals of Mathematical Statistics,1960,31(4):3273-3275.
    [6]BERCU B,COUTIN L,SAVY N.Sharp large deviations for the Fractional Ornstein-Uhlenbeck process[J].Theory of Probability&Its Applications,2011,55(4):732-771.

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