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文章基本信息

  • 标题:On Generalized Wishart Distributions - II: Sphericity Test
  • 作者:Francisco J. Caro-Lopera ; Graciela González-Farías ; N. Balakrishnan
  • 期刊名称:Sankhya. Series A, mathematical statistics and probability
  • 印刷版ISSN:0976-836X
  • 电子版ISSN:0976-8378
  • 出版年度:2014
  • 卷号:76
  • 期号:2
  • 页码:195-218
  • DOI:10.1007/s13171-013-0049-5
  • 语种:English
  • 出版社:Indian Statistical Institute
  • 摘要:In this second part of the paper, we make use of the distribution of the trace of a generalized Wishart matrix based on elliptical models to derive the moments of statistic V used for testing sphericity for a general elliptical model. From the general expressions, we derive specific expressions for the special case of the Kotz family, which includes the Gaussian subfamily. Finally, to illustrate the usefulness of the approach, the exact distribution of the statistic V is derived in terms of the G-function by using Mellin transform and complex integration techniques.
  • 关键词:Likelihood ratio statistic ; elliptical models ; zonal polynomials ; Mellin transform ; G-functions
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