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  • 标题:A General Method for Constructing Pseudo-Gaussian Tests
  • 本地全文:下载
  • 作者:Marc Hallin ; Davy Paindaveine
  • 期刊名称:JOURNAL OF THE JAPAN STATISTICAL SOCIETY
  • 印刷版ISSN:1882-2754
  • 电子版ISSN:1348-6365
  • 出版年度:2008
  • 卷号:38
  • 期号:1
  • 页码:27-39
  • DOI:10.14490/jjss.38.27
  • 出版社:JAPAN STATISTICAL SOCIETY
  • 摘要:A general method for constructing pseudo-Gaussian tests —reducing to traditional Gaussian tests under Gaussian densities but remaining valid under non-Gaussian ones—is proposed. This method provides a solution to several open problems in classical multivariate analysis. One of them is the test of the homogeneity of covariance matrices, an assumption that plays a crucial role in multivariate analysis of variance, under elliptical, and possibly heterokurtic densities with finite fourth-order moments.
  • 关键词:Elliptical symmetry;homogeneity of covariances;local asymptotic normality;multivariate analysis of variance;pseudo-Gaussian tests
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