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  • 标题:Estimation of the global regularity of a multifractional Brownian motion
  • 本地全文:下载
  • 作者:Joachim Lebovits ; Mark Podolskij
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2017
  • 卷号:11
  • 期号:1
  • 页码:78-98
  • DOI:10.1214/16-EJS1221
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:This paper presents a new estimator of the global regularity index of a multifractional Brownian motion. Our estimation method is based upon a ratio statistic, which compares the realized global quadratic variation of a multifractional Brownian motion at two different frequencies. We show that a logarithmic transformation of this statistic converges in probability to the minimum of the Hurst functional parameter, which is, under weak assumptions, identical to the global regularity index of the path.
  • 关键词:Consistency;Hurst parameter;multifractional Brownian motion;power variation.
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