• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Improvement of test for independence of multidimensional contingency table.

Research Project

Project/Area Number 24540133
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field General mathematics (including Probability theory/Statistical mathematics)
Research InstitutionKagoshima University

Principal Investigator

Taneichi Nobuhiro  鹿児島大学, 理工学域理学系, 教授 (00207200)

Co-Investigator(Kenkyū-buntansha) 関谷 祐里  北海道教育大学, 教育学部, 教授 (10226665)
Project Period (FY) 2012-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Keywords多次元分割表 / 完全独立性検定 / 一要因対二要因独立性検定 / 条件付独立性 / エッジワース展開 / 変換統計量 / 条件付独立性検定 / ログリニアモデル / 改良変換統計量
Outline of Final Research Achievements

We consider multi-dimensional contingency table whose underlying distribution is assumed to be multinomial distribution. We improve the test for complete independence in contingency table of general dimension, test for one factor independence of the other two in three dimensional contingency table and test for conditional independence in three dimensional contingency table. To put it concretely, we constructed improved transformed statistics which are based on approximations of test statistics for independence by using Edgeworth expansion. When the statistic is the log-likelihood ratio statistic, the transformed statistic corresponds to Bartlett adjusted statistic. Nevertheless, the power of the test based on the transformed statistic is not so different from that of an original statistic, the transformed statistic improves the speed of convergence to chi-square distribution very well.

Report

(6 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (22 results)

All 2016 2015 2014 2013 2012

All Journal Article (5 results) (of which Peer Reviewed: 5 results,  Acknowledgement Compliant: 3 results) Presentation (17 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results)

  • [Journal Article] Improved transformation of φ-divergence goodness-of-fit test statistics based on minimum φ*-divergence estimator for GLIM of binary data.2016

    • Author(s)
      Nobuhiro Taneichi, Yuri Sekiya and Jun Toyama
    • Journal Title

      Sut Journal of Mathematics

      Volume: 52(2) Pages: 193-215

    • NAID

      120006397872

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Improved transformed statistics for the test of one factor independence from the other two in an r × s contingency table.2015

    • Author(s)
      Takasumi Kobe, NobuhiroTaneichi and Yuri Sekiya
    • Journal Title

      Journal of the Japan Statistical Society

      Volume: 45(1)

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 漸近展開の不連続項を利用した離散バートレット型変換統計量.2015

    • Author(s)
      関谷祐里・種市信裕
    • Journal Title

      日本統計学会誌

      Volume: 45(1) Pages: 1-17

    • NAID

      130005153218

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A new family of parametric links for binomial generalized linear models2014

    • Author(s)
      Nobuhiro Taneichi, Yuri Sekiya and Jun Toyama
    • Journal Title

      Journal of the Japan Statistical Society

      Volume: 44(2) Pages: 119-133

    • NAID

      130005149972

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Transformed goodness-of-fit statistics for a generalized linear model of binary data.2014

    • Author(s)
      Taneichi, N., Sekiya, Y. and Toyama, J.
    • Journal Title

      Journal of Multivariate Analysis.

      Volume: 123 Pages: 311-329

    • DOI

      10.1016/j.jmva.2013.09.014

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] 多項分布の適合度検定統計量の分布の近似と離散統計モデルへの応用2016

    • Author(s)
      種市信裕
    • Organizer
      日本数学会2016年度年会・特別講演
    • Place of Presentation
      筑波大学(茨城県・つくば市)
    • Year and Date
      2016-03-18
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] Improvement of deviance for binary models2016

    • Author(s)
      Nobuhiro Taneichi
    • Organizer
      Kumamoto International Symposium, High dimensional statistical analysis & quantile analysis for time series
    • Place of Presentation
      Kumamoto, Kumamoto University, Kusunoki-Kaikan
    • Year and Date
      2016-03-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Improved φ-divergence test statistics based on minimum φ*-divergence estimator for GLIMs of binary data.2016

    • Author(s)
      Nobuhiro Taneichi, Sekiya Yuri and Jun Toyama
    • Organizer
      22nd International Conference on Computational Statistics.
    • Place of Presentation
      Oviedo(Spain)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 二項反応における拡張されたリンク関数族に基づく一般化線型モデルについて2016

    • Author(s)
      種市信裕・関谷祐里・外山淳
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      金沢大学(石川県・金沢市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] On improvement of generalized φ-divergence goodness-of- statistics for GLIM of bimnary data.2016

    • Author(s)
      Nobuhiro Taneichi, Sekiya Yuri and Jun Toyama
    • Organizer
      Hokkaido International symposium, Recent Development of Statistical Theory in Statistical Science.
    • Place of Presentation
      北海道大学(北海道・札幌市)
    • Related Report
      2016 Annual Research Report
  • [Presentation] 漸近展開の不連続項を利用した離散バートレット型変換統計量の性質について2015

    • Author(s)
      関谷祐里・種市信裕
    • Organizer
      科研費シンポジウム「多様な分野における統計科学の新展開」
    • Place of Presentation
      富山県民会館(富山県・富山市)
    • Year and Date
      2015-10-26
    • Related Report
      2015 Research-status Report
  • [Presentation] 二項反応における一般化線型モデルのリンク関数の拡張2015

    • Author(s)
      種市信裕・関谷祐里・外山淳
    • Organizer
      科研費シンポジウム「多様な分野における統計科学の新展開」
    • Place of Presentation
      富山県民会館(富山県・富山市)
    • Year and Date
      2015-10-26
    • Related Report
      2015 Research-status Report
  • [Presentation] 3 次元分割表における1 要因対2 要因の独立性検定による改良変換統計量2015

    • Author(s)
      小部敬純・種市信裕・関谷祐里
    • Organizer
      科研費シンポジウム「多様な分野における統計科学の新展開」
    • Place of Presentation
      富山県民会館(富山県・富山市)
    • Year and Date
      2015-10-25
    • Related Report
      2015 Research-status Report
  • [Presentation] 多項分布の適合度検定における不連続項を考慮した統計量の変換について2015

    • Author(s)
      関谷祐里・種市信裕
    • Organizer
      2015年度統計関連学会連合大会
    • Place of Presentation
      岡山大学(岡山県・岡山市)
    • Year and Date
      2015-09-08
    • Related Report
      2015 Research-status Report
  • [Presentation] 多項分布の適合度検定統計量の分布に対する漸近展開の不連続項の利用について2015

    • Author(s)
      関谷祐里・種市信裕
    • Organizer
      日本数学会2015 年度年会
    • Place of Presentation
      明治大学(東京都千代田区駿河台)
    • Year and Date
      2015-03-23
    • Related Report
      2014 Research-status Report
  • [Presentation] 漸近展開の不連続項を考慮した多項分布の適合度検定統計量について2014

    • Author(s)
      関谷祐里・種市信裕
    • Organizer
      科研費シンポジウム「統計的推測の理論的基礎とその応用」
    • Place of Presentation
      筑波大学自然系学系棟D 棟D509(茨城県つくば市天王台)
    • Year and Date
      2014-12-02
    • Related Report
      2014 Research-status Report
  • [Presentation] 二項反応の一般化線型モデルの検定2014

    • Author(s)
      種市信裕・関谷祐里・外山淳
    • Organizer
      九州大学統計科学セミナー
    • Place of Presentation
      九州大学大学院数理学府 (福岡県福岡市西区元岡744)
    • Year and Date
      2014-10-09
    • Related Report
      2014 Research-status Report
  • [Presentation] Bartlett adjustment of deviance statistic for three types of binary response models2014

    • Author(s)
      Taneichi, N., Sekiya, Y. and Toyama, J.
    • Organizer
      21st International Conference on Computational Statistics. (Compstat 2014)
    • Place of Presentation
      Geneva, Switzerland
    • Year and Date
      2014-08-22
    • Related Report
      2014 Research-status Report
  • [Presentation] 二項反応一般化線型モデルにおける変換適合度検定統計量2013

    • Author(s)
      種市信裕・関谷祐里・外山淳
    • Organizer
      科研費シンポジウム「一般化線形モデルの最新の展開とその周辺」
    • Place of Presentation
      けやき会館(千葉大学西千葉キャンバス)
    • Related Report
      2013 Research-status Report
  • [Presentation] 二項反応の一般化線型モデルにおけるパワーダイバージェンス適合度検定統計量の漸近近似について2012

    • Author(s)
      種市信裕・関谷祐里・外山淳
    • Organizer
      2012年度統計関連学会連合大会
    • Place of Presentation
      北海道大学
    • Related Report
      2012 Research-status Report
  • [Presentation] ロジスティック回帰モデルにおけるφ-divergence 適合度検定統計量の帰無分布の漸近展開2012

    • Author(s)
      種市信裕・関谷祐里
    • Organizer
      日本数学会 2012年度秋季総合分科会
    • Place of Presentation
      九州大学伊都キャンパス
    • Related Report
      2012 Research-status Report
  • [Presentation] 二項反応の一般化線型モデルにおけるパワーダイバージェンス適合度検定統計量の改良2012

    • Author(s)
      種市信裕・関谷祐里・外山淳
    • Organizer
      科研費シンポジウム「統計推測理論の展開と諸モデルへの応用」
    • Place of Presentation
      釧路市生涯学習センター
    • Related Report
      2012 Research-status Report

URL: 

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

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi