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New Development of Statistical Experiment and Its Applications

Research Project

Project/Area Number 24650146
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Statistical science
Research InstitutionUniversity of Tsukuba

Principal Investigator

AKAHIRA Masafumi  筑波大学, 名誉教授 (70017424)

Co-Investigator(Kenkyū-buntansha) AOSHIMA Makoto  筑波大学, 数理物質系, 教授 (90246679)
KOIKE Ken-ichi  筑波大学, 数理物質系, 准教授 (90260471)
OHYAUCHI Nao  筑波大学, 数理物質系, 助教 (40375374)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords統計的推測 / 標本空間 / 情報量 / 分布 / 統計量 / 推定 / 検定 / 確率分布
Outline of Final Research Achievements

Let H be a sample space consisting of the range of sample of size n which is assumed to be the n-dimensional Euclidean space and H" a restricted sample space of the range of convex combination of the maximum value and the minimum value. Define a statistical experiment by a triple of a sample space, a random sample and its density. Let E and E" be corresponding experiments to spaces H and H", respectively. Then we consider the estimation problem of a location parameter of a truncated distribution. From the viewpoint of equivariance, it is conjectured that there is no asymptotic loss of information associated with the experiment E" relative to E. In this research, it is negatively solved. Indeed, the value of asymptotic loss of information associated with the experiment E" relative to E was obtained. This means that the information of the experiment E can not be grasped by E".

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (14 results)

All 2015 2014 2013 2012 Other

All Journal Article (8 results) (of which Open Access: 4 results,  Peer Reviewed: 2 results) Presentation (6 results) (of which Invited: 2 results)

  • [Journal Article] Second order asymptotic behaviour of location equivariant estimators for a family of truncated distributions2014

    • Author(s)
      大谷内奈穂・赤平昌文
    • Journal Title

      数理解析研究所講究録

      Volume: 1910 Pages: 102-114

    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] The generalized amount of information between the prior distribution and the asymptotic posterior one2014

    • Author(s)
      赤平昌文・小池健一
    • Journal Title

      数理解析研究所講究録

      Volume: 1910 Pages: 144-153

    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] Largest eigenvalue estimation for high-dimension, low-sample-size data and its application2014

    • Author(s)
      Ishii, A., Yata, K., Aoshima, M.
    • Journal Title

      数理解析研究所講究録

      Volume: 1910 Pages: 115-124

    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] 高次元小標本における混合データの幾何学的表現とクラスター分析への応用2014

    • Author(s)
      矢田和善・青嶋 誠
    • Journal Title

      数理解析研究所講究録

      Volume: 1910 Pages: 125-133

    • Related Report
      2014 Annual Research Report
    • Open Access
  • [Journal Article] Interval estimation procedures and information inequalities2014

    • Author(s)
      M. Akahira
    • Journal Title

      Proc. 59th ISI World Statistics Congress

      Pages: 1120-1125

    • Related Report
      2013 Research-status Report
  • [Journal Article] Asymptotic comparison of estimators for a family of truncated distributions2013

    • Author(s)
      大谷内奈穂・ 赤平昌文
    • Journal Title

      京都大学 数理解析研究所講究録

      Volume: 1860 Pages: 129-139

    • Related Report
      2013 Research-status Report
  • [Journal Article] 歴史的事象の統計的考察と画期的な推測法の進展2013

    • Author(s)
      赤平昌文
    • Journal Title

      日本物理学会誌

      Volume: 68 Pages: 81-88

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Journal Article] Effective PCA for high-dimension, low-sample-size data with noise reduction via geometric reprensentations2012

    • Author(s)
      Yata, K., Aoshima, M.
    • Journal Title

      J.Multivariate Anal.

      Volume: 105 Issue: 1 Pages: 193-215

    • DOI

      10.1016/j.jmva.2011.09.002

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] 高次元ダータにおける拡張クロスデータ行列法の漸近的性質とその応用について2015

    • Author(s)
      矢田和善・青嶋 誠
    • Organizer
      日本数学会年会
    • Place of Presentation
      明治大学駿河台キャンパス
    • Year and Date
      2015-03-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] Reference priors with maximum divergence for multiparameter non-regular models2015

    • Author(s)
      橋本真太郎・小池健一
    • Organizer
      日本数学会年会
    • Place of Presentation
      明治大学駿河台キャンパス
    • Year and Date
      2015-03-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] Asymptotic comparison of location equivariant estimators for a family of truncated distribution2014

    • Author(s)
      大谷内奈穂・赤平昌文
    • Organizer
      2014年度統計関連学会連合大会
    • Place of Presentation
      東京大学本郷キャンパス
    • Year and Date
      2014-09-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] Interval estimation procedures and information inequalities

    • Author(s)
      M. Akahira
    • Organizer
      The 59th World Statistics Congress of the International Statistical Institute
    • Place of Presentation
      Hong Kong Convention and Exhibition Centre, China
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] Second order asymptotic behaviour of location equivariant estimators for a family of truncated distributions

    • Author(s)
      大谷内奈穂・ 赤平昌文
    • Organizer
      RIMS共同研究による研究会"Asymptotic Statistics and Its Related Topics"
    • Place of Presentation
      京都大学数理解析研究所, 京都
    • Related Report
      2013 Research-status Report
  • [Presentation] PCA consisitency for the power spiked model in high-dimensional settings

    • Author(s)
      矢田和善・青嶋 誠
    • Organizer
      第7回日本統計学会春季集会
    • Place of Presentation
      学習院大学
    • Related Report
      2012 Research-status Report
    • Invited

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Published: 2013-05-31   Modified: 2019-07-29  

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