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A study of multivariate multiple comparison procedure in non-regulardata and its applications

Research Project

Project/Area Number 18500218
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionTokyo University of Science

Principal Investigator

SEO Takashi  Tokyo University of Science, 理学部, 准教授 (00266909)

Co-Investigator(Kenkyū-buntansha) IWASHITA Toshiya  東京理科大学, 理工部, 准教授 (20266919)
Project Period (FY) 2006 – 2008
Project Status Completed (Fiscal Year 2008)
Budget Amount *help
¥2,490,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥390,000)
Fiscal Year 2008: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2007: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2006: ¥800,000 (Direct Cost: ¥800,000)
Keywords統計数学 / 統計理論 / 多変量解析 / 漸近展開 / 統計科学 / 多重比較 / 同時信頼区間 / 欠測値データ
Research Abstract

正規母集団のもとでの平均ベクトル間の多変量多重比較法の保守性に関連して, 母集団の数が4つの場合の対比較と対照比較に対する保守性について, 未解決であった理論的証明を与えた.またデータに欠損が生じた場合の非正則データにおける平均ベクトルの同等性検定及び同時信頼区間の構成を2標本問題さらに一般のk標本問題に拡張することを考え, 分散共分散行列にある種の構造を仮定した場合の正確な検定統計量の導出と数値的反復法による尤度比検定統計量の導出に成功した.

Report

(4 results)
  • 2008 Annual Research Report   Final Research Report ( PDF )
  • 2007 Annual Research Report
  • 2006 Annual Research Report
  • Research Products

    (35 results)

All 2008 2007 2006

All Journal Article (16 results) (of which Peer Reviewed: 12 results) Presentation (19 results)

  • [Journal Article] The multivariate Tukey-Kramer multiple comparison procedure among four correlated mean vectors2008

    • Author(s)
      Nishiyama, T. and Seo, T
    • Journal Title

      American Journal of Mathematical and Management Sciences 28

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] On the conservative simultaneous confidence procedures for multiple comparisons among mean vectors2008

    • Author(s)
      Seo, T. and Nishiyama, T.
    • Journal Title

      Journal of Statistical Planning and Inference 138

      Pages: 3448-3456

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Hotelling's one and two-sample T2 tests and the multivariate Behrens-Fisher problem under nonnormality2008

    • Author(s)
      Kakizawa, Y. and Iwashita, T.
    • Journal Title

      Journal of Statistical Planning and Inference 138

      Pages: 3379-3404

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] A comparison of higher-order local powers of a class of oneway MANOVA tests under general distributions2008

    • Author(s)
      Kakizawa, Y. and Iwashita, T.
    • Journal Title

      Journal of Multivariate Analysis 99

      Pages: 1128-1153

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] The multivariate Tukey-Kramer multiple comparison procedure among four correlated mean vectors2008

    • Author(s)
      Seo, T., Nishiyama, T
    • Journal Title

      American Journal of Mathematical and Management Sciences 28

      Pages: 115-130

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On the conservative simultaneous confidence procedures for multiple comparisons among mean vectors2008

    • Author(s)
      Seo, T., Nishiyama, T
    • Journal Title

      Journal of Statistical Planning and Inference 138

      Pages: 3448-3456

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hotelling's one and two-sample T2 tests and the multivariateBehrens-Fisher problem under nonnormality2008

    • Author(s)
      Kakizawa, Y., Iwashita, T.
    • Journal Title

      Journal of Statist ical Planning and In ference 138

      Pages: 3379-3404

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A comparison of higher-order local powers of a class of oneway MANOVA tests under general distributions2008

    • Author(s)
      Kakizawa, Y., Iwashita, T.
    • Journal Title

      Journal of Multivariate Analysis 99

      Pages: 1128-1153

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multivariate Tukey-Kramer type multiple comparison procedures and their conservativeness2006

    • Author(s)
      Seo, T. and Nishiyama, T.
    • Journal Title

      Journal of the Japan Statistical Society, Japanese issue 36

      Pages: 79-89

    • NAID

      110004851277

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] Simultaneous confidence intervals for all contrasts of the means in repeated measures with missing observations2006

    • Author(s)
      Koizumi, K. and Seo, T.
    • Journal Title

      SUT Journal of Mathematics 42

      Pages: 133-144

    • NAID

      120006398042

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] On simultaneous confidence intervals for all contrasts in the means of the intraclass correlation model with missing data2006

    • Author(s)
      Seo, T. Kikuchi, J. and Koizumi, K.
    • Journal Title

      Journal of Multivariate Analysis 97

      Pages: 1976-1983

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] On the distributions of some test statistics for profile analysis in elliptical populations2006

    • Author(s)
      Okamoto, N., Miura, N. and Seo, T.
    • Journal Title

      American Journal of Mathematical and Management Sciences 26

      Pages: 1-31

    • Related Report
      2008 Final Research Report
    • Peer Reviewed
  • [Journal Article] 多変量Tukey-Kramer型多重比較法とその保守性2006

    • Author(s)
      瀬尾 隆, 西山 貴弘
    • Journal Title

      日本統計学会誌 36・J1

      Pages: 79-89

    • NAID

      110004851277

    • Related Report
      2006 Annual Research Report
  • [Journal Article] On the distributions of some test statistics for profile analysis in elliptical populations2006

    • Author(s)
      Naoya Okamoto, Noruhito Miura, Takashi Seo
    • Journal Title

      American Journal of Mathematical and Management Sciences 26

      Pages: 1-31

    • Related Report
      2006 Annual Research Report
  • [Journal Article] On simultaneous confidence intervals for all contrasts in the means of the intraclass correlation model with missing data2006

    • Author(s)
      Takashi Seo, Jun Kikuchi, Kazuyuki Koizumi
    • Journal Title

      JOURNAL OF MULTIVARIATE ANALYSIS 97

      Pages: 1976-1983

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Simultaneous confidence intervals for all contrasts of the means in repeated measures with missing observations2006

    • Author(s)
      Kazuyuki Koizumi, Takasi Seo
    • Journal Title

      SUT Journal of Mathematics 42

      Pages: 133-144

    • NAID

      120006398042

    • Related Report
      2006 Annual Research Report
  • [Presentation] Multivariate Multiple Comparison Procedure Among k Mean Vectors in Repeated Measures with Missing Data2008

    • Author(s)
      Kazuyuki Koizumi, Takashi Seo
    • Organizer
      International Conference on Interdisciplinary Mathematical & Statistical Techniques (IMST2008)
    • Place of Presentation
      University of Memphis, USA
    • Year and Date
      2008-05-18
    • Related Report
      2008 Final Research Report
  • [Presentation] Asymptotic Distribution of Test Statistic for Covariance Matrices in k-sample Problem with Missing Observations2008

    • Author(s)
      浜本功司, 瀬尾隆
    • Organizer
      第7回西東京統計研究会
    • Place of Presentation
      東京理科大学
    • Related Report
      2008 Final Research Report
  • [Presentation] Likelihood Ratio Tests for Covariance Matrices with Missing Data2008

    • Author(s)
      千代岡那王, 瀬尾隆
    • Organizer
      第7回西東京統計研究会
    • Place of Presentation
      東京理科大学
    • Related Report
      2008 Final Research Report
  • [Presentation] On the Test for Equality of Two Covariance Matrices in Familial Data2008

    • Author(s)
      熊谷和也, 瀬尾隆
    • Organizer
      第7回西東京統計研究会
    • Place of Presentation
      東京理科大学
    • Related Report
      2008 Final Research Report
  • [Presentation] Conservative simultaneous confidence intervals for multiple comparisons of four mean vectors with a control2007

    • Author(s)
      西山貴弘, 瀬尾隆
    • Organizer
      日本数学会
    • Place of Presentation
      東北大学
    • Year and Date
      2007-09-23
    • Related Report
      2007 Annual Research Report
  • [Presentation] Testing equality of two mean vectors with uniform covariance structure when missing observations occur2007

    • Author(s)
      Kazuyuki Koizumi, Toshiya Iwashita, Takashi Seo
    • Organizer
      5th International Conference on Multiple Comparison Procedures(MCP2007)
    • Place of Presentation
      University Campus-Altes AKH, ウィーン(オーストリア)
    • Year and Date
      2007-07-10
    • Related Report
      2008 Final Research Report
  • [Presentation] A Test for an Intraclass Correlation Model with Missing Data2007

    • Author(s)
      千代岡那王, 木村貴生, 瀬尾隆,
    • Organizer
      日本計算機統計学会
    • Place of Presentation
      倉敷市芸文館
    • Year and Date
      2007-05-31
    • Related Report
      2007 Annual Research Report
  • [Presentation] Testing equality of two mean vectors in the intraclass correlation model with missing data2007

    • Author(s)
      Kazuyuki Koizumi and Takashi Seo
    • Organizer
      15th International Conference of the Forum for Interdisciplinary Mathematics on Interdisciplinary Mathematical & Statistical Techniques(IMST2007), Hope Hotel
    • Place of Presentation
      Shanghai, China
    • Year and Date
      2007-05-23
    • Related Report
      2008 Final Research Report
  • [Presentation] Testing equality of two mean vectors in the intraclass correlation model with missing data2007

    • Author(s)
      Kazuyuki Koizumi, Takashi Seo
    • Organizer
      15th International Conference of the Forum for Interdisciplinary Mathematics on Interdisciplinary Mathematical & Statistical Techniques
    • Place of Presentation
      Hope Hotel, Shanghai, China
    • Year and Date
      2007-05-23
    • Related Report
      2007 Annual Research Report
  • [Presentation] On the conservative simultaneous confidence procedures for multiple comparisons among mean vectors2007

    • Author(s)
      Takahiro Nishiyama, Takashi Seo
    • Organizer
      15th International Conference of the Forum for Interdisciplinary Mathematics on Interdisciplinary Mathematical & Statistical Techniques
    • Place of Presentation
      Hope Hotel, Shanghai, China
    • Year and Date
      2007-05-23
    • Related Report
      2007 Annual Research Report
  • [Presentation] 一様構造をもつ不完全データに対する平均ベクトルの多変量多重比較法について2007

    • Author(s)
      小泉和之, 瀬尾隆
    • Organizer
      科研費シンポジウム「統計科学における数理的手法の理論と応用」
    • Place of Presentation
      北海道大学
    • Related Report
      2008 Final Research Report
  • [Presentation] 欠測データを含む一様構造モデルのもとでの2つの平均ベクトルに対する同等性検定について2007

    • Author(s)
      小泉和之, 瀬尾隆
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      神戸大学
    • Related Report
      2008 Final Research Report
  • [Presentation] 一様構造をもつ不完全データに対する2標本問題における平均ベクトルの同等性検定について2007

    • Author(s)
      小泉和之, 瀬尾隆
    • Organizer
      日本計算機統計学会
    • Place of Presentation
      倉敷市芸文館
    • Related Report
      2008 Final Research Report
  • [Presentation] The multivariate Tukey-Kramer type multiple comparison procedures among mean vectors2006

    • Author(s)
      Takashi Seo
    • Organizer
      International Conference on Multivariate Statistical Methods in the 21st Century : The Legacy of Prof. S.N. Roy, Eastern Zonal Cultural Centre
    • Place of Presentation
      Kolkata, India
    • Year and Date
      2006-12-29
    • Related Report
      2008 Final Research Report
  • [Presentation] Simultaneous confidence intervals for all contrasts of the means in repeated measures with missing observations2006

    • Author(s)
      Kazuyuki Koizumi and Takashi Seo
    • Organizer
      International Conference on Interdisciplinary Mathematical & Statistical Techniques(SCRA2006)
    • Place of Presentation
      Polytechnic Institute of Tomar, Tomar, Portugal
    • Year and Date
      2006-09-02
    • Related Report
      2008 Final Research Report
  • [Presentation] Simultaneous confidence intervals for multiple comparisons among mean vectors in the intraclass correlation model with missing data2006

    • Author(s)
      小泉和之, 瀬尾隆
    • Organizer
      日本計算機統計学会
    • Place of Presentation
      東京大学
    • Related Report
      2008 Final Research Report
  • [Presentation] 不完全データに対する平均ベクトル間の同等性検定と同時信頼区間について2006

    • Author(s)
      海老原渉, 瀬尾隆
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      東北大学
    • Related Report
      2008 Final Research Report
  • [Presentation] 欠測値をもつ一様構造モデルにおける平均ベクトル間の同等性検定と同時信頼区間について2006

    • Author(s)
      小泉和之, 瀬尾隆
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      東北大学
    • Related Report
      2008 Final Research Report
  • [Presentation] Simultaneous confidence intervals of the means in the intraclass correlation model with general missing data2006

    • Author(s)
      小泉和之, 瀬尾隆
    • Organizer
      日本計算機統計学会
    • Place of Presentation
      同志社大学京田辺キャンパス
    • Related Report
      2008 Final Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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