Multiple Comparisons Among Mean Vectors When the Dimension is Larger Than the Total Sample Size

نویسندگان

  • Masashi Hyodo
  • Sho Takahashi
  • Takahiro Nishiyama
چکیده

We consider pairwise multiple comparisons and multiple comparisons with a control among mean vectors for high-dimensional data under the multivariate normality. For such cases, the statistics based on Dempster trace criterion are given, and also their approximate upper percentiles are derived by using Bonferroni’s inequality. Finally, the accuracy of their approximate values is evaluated by Monte

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عنوان ژورنال:
  • Communications in Statistics - Simulation and Computation

دوره 43  شماره 

صفحات  -

تاریخ انتشار 2014