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Ordering structure of Euclidean distance matrices with applications to statistical multidimensional scaling

Research Project

Project/Area Number 21500272
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionThe University of Tokyo

Principal Investigator

KURATA Hiroshi  東京大学, 大学院・総合文化研究科, 准教授 (50284237)

Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2011: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2009: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsマジョライゼーション / ユークリッド距離行列 / 多次元尺度構成法 / 置換行列群 / 固有値 / 非負値定符号行列
Research Abstract

The results of this research are summarized as follows:
(1) Some new results on the characterization of multi-spherical Euclidean distance matrices were derived.
(2) The authors showed that if the eigenvalues of a centered positive semidefinite matrix majorizes those of another centered positive semidefinite matrix, then the same inequality holds for the eigenvalues of the corresponding two Euclidean distance matrices.
(3) The authors investigated some properties of cell matrices, which are special Euclidean distance matrices.
(4) The authors derived some new results on the linear subspace in which a set of principal points of a multivariate mixture distribution.

Report

(4 results)
  • 2011 Annual Research Report   Final Research Report ( PDF )
  • 2010 Annual Research Report
  • 2009 Annual Research Report
  • Research Products

    (28 results)

All 2012 2011 2010 2009 Other

All Journal Article (22 results) (of which Peer Reviewed: 12 results) Presentation (5 results) Book (1 results)

  • [Journal Article] Majorization for the eigenvalues of Euclidean distance matrices2012

    • Author(s)
      Hiroshi KURATA and Pablo TARAZAGA
    • Journal Title

      Linear Algebra and Its Applications

      Volume: 436 Pages: 1473-141181

    • Related Report
      2011 Final Research Report
  • [Journal Article] Definition and properties of m-dimensional n-principal points2012

    • Author(s)
      Shun Matsuura, Hiroshi Kurata
    • Journal Title

      Communications in Statistics-Theory and Methods

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Majorization for the eigenvalues of Euclidean distance matrices2012

    • Author(s)
      Hiroshi Kurata and Pablo Tarazaga
    • Journal Title

      Linear Algebra and its Applications

      Volume: 436 Issue: 5 Pages: 1473-1481

    • DOI

      10.1016/j.laa.2011.08.022

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Principal points of a multivariate mixture distribution2011

    • Author(s)
      Shun MATSUURA and Hiroshi KURATA
    • Journal Title

      Journal of Multivariate Analysis

      Volume: 102 Pages: 213-224

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Journal Article] Linear subspace spanned by principal points of a mixture of spherically symmetric distributions2011

    • Author(s)
      Hiroshi KURATA and Dingxi QIU
    • Journal Title

      Communications in Statistics-Theory and Methods

      Volume: 40 Pages: 2737-2750

    • Related Report
      2011 Annual Research Report 2011 Final Research Report 2010 Annual Research Report
  • [Journal Article] 異なる球面対称分布の位置混合分布のprincipal pointsの性質について2011

    • Author(s)
      松浦峻・倉田博史
    • Journal Title

      京都大学数理解析研究所講究録

      Volume: 1758 Pages: 60-80

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
  • [Journal Article] Principal points of a multivariate mixture distribution2011

    • Author(s)
      Shun Matsuura and Hiroshi Kurata
    • Journal Title

      Journal of Multivariate Amanlysis

      Volume: 102 Issue: 2 Pages: 213-224

    • DOI

      10.1016/j.jmva.2010.08.009

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Definition and properties of m-dimensional n-principal points2011

    • Author(s)
      Shun Matsuura, Hiroshi Kurata
    • Journal Title

      Communications in Statistics-Theory and Methods

      Volume: (近刊)(掲載確定)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A theorem on the covariance matrix of a generalized least squares estimator under an elliptically symmetric error2010

    • Author(s)
      Hiroshi KURATA
    • Journal Title

      Statistical Papers

      Volume: 51 no.2 Pages: 389-395

    • Related Report
      2011 Final Research Report
  • [Journal Article] Multispherical Euclidean distance matrices2010

    • Author(s)
      Hiroshi KURATA, and Pablo TARAZAGA
    • Journal Title

      Linear Algebra and Its Applications

      Volume: 433 no.1 Pages: 534-546

    • Related Report
      2011 Final Research Report
  • [Journal Article] 乳癌患者の更年期症状がQOLに与える影響について2010

    • Author(s)
      黒田佑次郎・岩瀬哲・岩満優美・山本大悟・梅田恵・川口崇・坂田尚子・倉田博史・佐倉統・南雲吉則・中川恵一
    • Journal Title

      総合病院精神医学

      Volume: 22 no1 Pages: 27-34

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Journal Article] The MSE of an adaptive ridge estimator in a linear regression model with spherically symmetric error2010

    • Author(s)
      Kazumasa MORI and Hiroshi KURATA
    • Journal Title

      Scientiae Mathematicae Japonicae

      Volume: 72 no.1 Pages: 1-9

    • NAID

      10026501956

    • Related Report
      2011 Final Research Report
  • [Journal Article] A principal subspace theorem for 2-principal points of a general location mixture of spherically symmetric distributions2010

    • Author(s)
      Shun MATSUURA and Hiroshi KURATA
    • Journal Title

      Statistics and Probability Letters

      Volume: 80 Pages: 1863-1869

    • Related Report
      2011 Final Research Report
  • [Journal Article] A theorem on the covariance matrix of a generalized least squares estimator under an elliptically symmetric error2010

    • Author(s)
      Hiroshi Kurata
    • Journal Title

      Statistical Papers

      Volume: 51 Pages: 389-395

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multispherical Euclidean distance matrices2010

    • Author(s)
      Hiroshi Kurata, Pablo Tarazaga
    • Journal Title

      Linear Algebra and Its Applications

      Volume: 433 Pages: 534-546

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The MSE of an adaptive ridge estimator in a linear regression model with spherically symmetric error2010

    • Author(s)
      Kazumasa Mori, Hiroshi Kurata
    • Journal Title

      Scientiae Mathematicae Japonicae

      Volume: 72 Pages: 1-9

    • NAID

      10026501956

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A principal subspace theorem for 2-principal points of a general location mixture of snherically symmetric distributions2010

    • Author(s)
      Shun Matsuura, Hiroshi Kurata
    • Journal Title

      Statistics and Probability Letters

      Volume: 80 Pages: 1863-1869

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multispherical Euclidean distance matrices2010

    • Author(s)
      Hiroshi Kurata, Pablo Tarazaga
    • Journal Title

      Linear Algebra and its Applications (印刷中)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Linear subspace spanned by principal points of a mixture of spherically symmetric distributions2010

    • Author(s)
      Hiroshi Kurata, Dingxi Qiu
    • Journal Title

      Communications in Statistics (印刷中)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The MSE of an adaptive ridge estimator in a linear regression model with spherically symmetric error2010

    • Author(s)
      Kazumasa Mori, Hiroshi Kurata
    • Journal Title

      Scienciae Mathematicae Japonicae (印刷中)

    • NAID

      10026501956

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 乳癌患者の更年期症状がQOLに与える影響について2010

    • Author(s)
      黒田佑次郎・岩瀬哲・岩満優美・山本大悟・梅田恵・川口崇・坂田尚子・倉田博史・佐倉統・南雲吉則・中川恵一
    • Journal Title

      総合病院精神医学 (印刷中)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Definition and properties of m-dimensional n-principal points

    • Author(s)
      Shun MATSUURA and Hiroshi KURATA
    • Journal Title

      Communications in Statistics-Theory and Methods

      Volume: (to appear)

    • Related Report
      2011 Final Research Report
  • [Presentation] 多次元確率分布の主成分のprincipal pointsについて2011

    • Author(s)
      松浦峻・倉田博史
    • Organizer
      統計関連連合大会
    • Place of Presentation
      九州大学
    • Year and Date
      2011-09-05
    • Related Report
      2011 Annual Research Report
  • [Presentation] 球面対称分布の位置混合分布のprincipal points2010

    • Author(s)
      松浦峻・倉田博史
    • Organizer
      日本統計学会(統計関連連合大会)
    • Place of Presentation
      早稲田大学
    • Year and Date
      2010-09-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] 球面対称分布の下での適応的リッジ推定量について2010

    • Author(s)
      森一将・倉田博史
    • Organizer
      日本経済学会
    • Place of Presentation
      千葉大学(ポスター発表)
    • Year and Date
      2010-06-05
    • Related Report
      2010 Annual Research Report
  • [Presentation] 多変量混合分布のプリンシパル・ポイントについて2009

    • Author(s)
      倉田博史・Dingxi Qiu
    • Organizer
      統計関連連合大会
    • Place of Presentation
      同志社大学
    • Year and Date
      2009-09-07
    • Related Report
      2009 Annual Research Report
  • [Presentation]2009

    • Organizer
      統計関連連合大会
    • Related Report
      2011 Final Research Report
  • [Book] 入門統計解析2009

    • Author(s)
      倉田博史・星野崇宏
    • Publisher
      新世社
    • Related Report
      2011 Final Research Report 2009 Annual Research Report

URL: 

Published: 2009-04-01   Modified: 2016-04-21  

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