More powerful tests for homogeneity of multivariate normal mean vectors under an order restriction

Shoichi Sasabuchi

Research output: Contribution to journalArticlepeer-review

14 Citations (Scopus)

Abstract

Consider the problem of testing the homogeneity of several p-variate normal mean vectors under an order restriction. This is a multivariate extension of Bartholomew's (Biometrika, 1959) problem. When the covariance matrices are known, this problem has been studied to some extent, for example, by Sasabuchi, Inutsuka and Kulatunga (Biometrika, 1983), Sasabuchi, Miura and Oda (JSCS, 2003) and some others. We are interested in the case when the covariance matrices are common but unknown. In this case, Sasabuchi, Tanaka and Tsukamoto (Ann. Statist., 2003) proposed a test statistic and studied its upper tail probability under the null hypothesis. In the present paper, we provide some tests, which are more powerful than the above test. We derive some theorems about their null distributions and powers.

Original languageEnglish
Pages (from-to)700-716
Number of pages17
JournalSankhya: The Indian Journal of Statistics
Volume69
Issue number4
Publication statusPublished - 2007

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

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