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Researches on the statistical power of the likelihood ratio test in the cohort-based nested case-control data analyses

Research Project

Project/Area Number 21500279
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionOita University

Principal Investigator

IZUMI Shizue  大分大学, 工学部, 准教授 (70344413)

Co-Investigator(Renkei-kenkyūsha) NAKACHI Kei  放射線影響研究所, 顧問 (00142117)
FUJII Yoshinori  宮崎大学, 教育文化学部, 教授 (10218985)
Research Collaborator COLOGNE John  放射線影響研究所, 統計部, 顧問
TANAKA Sachiko  京都大学, EBM研究センター, 助教
Project Period (FY) 2009 – 2011
Project Status Completed (Fiscal Year 2011)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2011: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords医薬生物 / ゲノム統計解析 / 分子疫学 / 疫学 / 計量生物 / 医薬生物統計 / コホート研究 / 症例対照研究 / サンプリング / マッチング / カウンターマッチング / 検出力
Research Abstract

We proposed a statistical method to calculate the statistical power of the likelihood ratio test for the statistical models of causal inference with genetic and environmental factors in the analyses of the cohort-based nested case-control data. And we developed an application of our proposed method in the statistical analysis system R to increase the usage of our proposed method. Further we evaluated the characteristics of our proposed method through the numerical experiments using some sample data sets on molecular epidemiologic studies. Therefore these achievements assist in increasing some efficiency of the molecular epidemiologic researches.

Report

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

    (58 results)

All 2012 2011 2010 2009 Other

All Journal Article (32 results) (of which Peer Reviewed: 27 results) Presentation (17 results) Book (5 results) Remarks (4 results)

  • [Journal Article] The design and methods of the nested case-control studies2012

    • Author(s)
      Izumi S, Fujii Y, Tanaka S
    • Journal Title

      Japanese Journal of Biometrics

      Volume: 32(2) Pages: 97-118

    • NAID

      10030631533

    • Related Report
      2011 Annual Research Report 2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 高等学校での数学I「データ分析」に関するアセスメントの提案2012

    • Author(s)
      和泉志津恵、深澤弘美、櫻井尚子
    • Journal Title

      統計数理研究所共同研究リポート272「統計教育実践研究」

      Volume: 第4巻 Pages: 30-33

    • Related Report
      2011 Final Research Report
  • [Journal Article] 高等学校での数学I「データ分析」に関するアセスメントの提案2012

    • Author(s)
      和泉志津恵、深澤弘美、櫻井尚子
    • Journal Title

      統計教育実践研究

      Volume: 4巻 Pages: 30-33

    • Related Report
      2011 Annual Research Report
  • [Journal Article] Associations of ionizing radiation and breast cancer-related serum hormone and growth factor levels in cancer-free female A-bomb survivors2011

    • Author(s)
      Grant E、Neriishi K、Cologne J、Eguchi H、Hayashi T、Geyer S、Izumi S、Nishi N、Land C、Stevens RG、Sharp GB、Nakachi K
    • Journal Title

      Radiation Research

      Volume: 176(5) Pages: 678-687

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Body iron stores and breast cancer risk in female atomic bomb survivors2011

    • Author(s)
      Stevens RG、Cologne JB、Nakachi K、Grant EJ、Neriishi K
    • Journal Title

      Cancer Science

      Volume: 102(12) Pages: 2236-2240

    • NAID

      10030246189

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] TP53 codon 72 polymorphism is associated with pancreatic cancer risk in males, smokers and drinkers2011

    • Author(s)
      Sonoyama T、Sakai A、Mita Y、Yasuda Y、Kawamoto H、Yagi T、Yoshioka M、Mimura T、Nakachi K、Ouchida M、Yamamoto K、Shimizu K
    • Journal Title

      Molecular Medicine Reports

      Volume: 4(3) Pages: 489-495

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Lymphocyte subset characterization associated with persistent hepatitis C virus infection and subsequent progression of liver fibrosis2011

    • Author(s)
      Yoshida K、Ohishi W、Nakashima E、Fujiwara S、Akahoshi M、Kasagi F、Chayama K、Hakoda M、Kyoizumi S、Nakachi K、Hayashi T、Kusunoki Y
    • Journal Title

      Human Immunology

      Volume: 72(10) Pages: 821-826

    • NAID

      120006547414

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Assessment of misclassification in a binary response : recovering information on clinically significant cataract prevalence from cataract surgery data in atomic-bomb survivors2011

    • Author(s)
      Nakashima E、Fujii Y、Neriishi K、Minamoto A
    • Journal Title

      Journal of the Japan Statistical Society

      Volume: 41(1) Pages: 17-31

    • NAID

      10029335220

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 国内外で実施された統計学に関する各種試験問題の考察2011

    • Author(s)
      櫻井尚子、和泉志津恵、深澤弘美
    • Journal Title

      統計数理研究所共同研究リポート260「統計教育実践研究」

      Volume: 第3巻 Pages: 59-64

    • Related Report
      2011 Final Research Report
  • [Journal Article] Associations of ionizing radiation and breast cancer-related serumhormone and growth factor levels in cancer-free female A-bomb survivors2011

    • Author(s)
      Grant, et al
    • Journal Title

      Radiation Research

      Volume: VOL.176 Pages: 678-687

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Body iron stores and breast cancer risk in female atomic bomb survivors2011

    • Author(s)
      Stevens, et al
    • Journal Title

      Cancer Science

      Volume: VOL.102 Pages: 2236-240

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] TP53 codon 72 polymorphism is associated with pancreatic cancer risk in males, smokers and drinkers2011

    • Author(s)
      Sonoyama, et al
    • Journal Title

      Molecular Medicine Reports

      Volume: VOL.4 Pages: 489-495

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Lymphocyte subset characterization associated with persistent hepatitis C virus infection and subsequent progression of liver fibrosis2011

    • Author(s)
      Yoshida, et al
    • Journal Title

      Human Immunology

      Volume: VOL.72 Pages: 821-826

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Power calculation for likelihood ratio tests in the nested case-control designs with a randomly sampled control per case2010

    • Author(s)
      Izumi S, Fujii Y
    • Journal Title

      Japanese Journal of Biometrics

      Volume: 31(1) Pages: 1-11

    • NAID

      10026601609

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Relationship between serum levels of insulin-like growth factors and subsequent risk of cancer mortality : Findings from a nested case-control study within the Japan Collaborative Cohort Study2010

    • Author(s)
      Pham T-M、Fujino Y、Nakachi K、Suzuki K、Ito Y、Watanabe Y、Inaba Y、Tajima K、Tamakoshi A、Yoshimura T
    • Journal Title

      Cancer Epidemiology

      Volume: 34(3) Pages: 279-84

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Body-mass index and cancer mortality in the Asia-Pacific Cohort Studies Collaboration : pooled analyses of 424, 519 participants2010

    • Author(s)
      Members of Asia Pacific Cohort Studies Collaboration、Nakachi K
    • Journal Title

      Lancet Oncology

      Volume: 11(8) Pages: 741-52

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] JACC Study Group、Relationship of sFas with metabolic risk factors and their clusters2010

    • Author(s)
      Tamakoshi A、Suzuki K、Lin Y、Ito Y、Yagyu K、Kikuchi S、Watanabe Y、Inaba Y、Tajima K、Nakachi K
    • Journal Title

      European Journal of Clinical Investigation

      Volume: 40 Pages: 527-33

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Relationship of age to behavioral characteristics among adult pedestrians at the crosswalk2010

    • Author(s)
      Izumi S, Oshima M、Obata T, Yajima J, Hara T, Nishimura Y
    • Journal Title

      Japanese Journal of Traffic Psychology

      Volume: 26(1) Pages: 15-26

    • NAID

      130007833231

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 運転者の動機の史的変化に関する30年の事故統計研究2010

    • Author(s)
      和泉志津恵、吉田信彌
    • Journal Title

      第9回ITSシンポジウム2010論文集

      Volume: (CD-ROM) Pages: 155-160

    • Related Report
      2011 Final Research Report 2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 大学・大学院における統計教育の国際比較2010

    • Author(s)
      和泉志津恵、Robert Gould
    • Journal Title

      第6回統計教育の方法論ワークショップ論文集

      Pages: 43-46

    • Related Report
      2011 Final Research Report
  • [Journal Article] AP Statisticsにおける単位認定試験の出題内容について2010

    • Author(s)
      櫻井尚子、和泉志津恵、深澤弘美
    • Journal Title

      第6回統計教育の方法論ワークショップ論文集

      Pages: 25-28

    • Related Report
      2011 Final Research Report
  • [Journal Article] Power calculation for likelihood ratio tests in the nested case-control designs with a randomly sampled control per case2010

    • Author(s)
      Izumi S, Fujii Y.
    • Journal Title

      Japanese Journal of Biometrics

      Volume: VOL.31 Pages: 1-11

    • NAID

      10026601609

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Body-mass index and cancer mortality in the Asia-Pacific Cohort Studies Collaboration : pooled analyses of 424,519 participants2010

    • Author(s)
      Members of Asia Pacific Cohort Studies Collaboration
    • Journal Title

      Lancet Oncology

      Volume: VOL.11 Pages: 741-752

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Relationship of sFas with metabolic risk factors and their clusters2010

    • Author(s)
      Tamakoshi, et al.
    • Journal Title

      European Journal of Clinical Investigation

      Volume: VOL.40 Pages: 527-533

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Relationship of age to behavioral characteristics among adult pedestrians at the crosswalk2010

    • Author(s)
      Izumi, et al.
    • Journal Title

      Japanese Journal of Traffic Psychology

      Volume: VOL.26 Pages: 15-26

    • NAID

      130007833231

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Relationship between serum levels of insulin-like growth factors and subsequent risk of cancer mortality : Findings from a nested case-control study within the Japan Collaborative Cohort Study2010

    • Author(s)
      Pham T-M, et.al
    • Journal Title

      Cancer Epidemiology (In press)

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] JACC Study Group、Lack of association between serum transforming growth factor-beta 1 and cancer mortality risk in a nested case-control study in Japan2009

    • Author(s)
      Lin Y, Nakachi K, Ito Y, Kikuchi S, Tamakoshi A, Yagyu K, Watanabe Y, Inaba Y, Tajima K
    • Journal Title

      Asian Pacific Journal of Cancer Prevention

      Volume: 10 Pages: 273-278

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 歩行者事故のサーベイランスシステムの提案2009

    • Author(s)
      和泉志津恵、江藤大豪
    • Journal Title

      第8回ITSシンポジウム2009論文集

      Volume: (CD-ROM) Pages: 91-96

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] 二輪運転者の安全運転意識とヒューマンエラーの包括的モデル-大分県交通事故デ-タの分析-2009

    • Author(s)
      和泉志津恵、原恭彦、小畑経史、江藤大豪
    • Journal Title

      第8回ITSシンポジウム2009論文集

      Volume: (CD-ROM) Pages: 139-144

    • Related Report
      2011 Final Research Report
    • Peer Reviewed
  • [Journal Article] Lack of association between serum transforming growth factor-beta 1 and cancer mortality risk in a nested case-control study in Japan2009

    • Author(s)
      Lin Y, et.al
    • Journal Title

      Asian Pacific Journal of Cancer Prevention VOL.10

      Pages: 273-278

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 歩行者事故のサーベイランスシステムの提案2009

    • Author(s)
      和泉志津恵, 他
    • Journal Title

      第8回ITSシンポジウム2009論文集 (CD-ROM)

      Pages: 91-96

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 二輪運転者の安全運転意識とヒューマンエラーの包括的モデル―大分県交通事故データの分析―2009

    • Author(s)
      和泉志津恵, 他
    • Journal Title

      第8回ITSシンポジウム2009論文集 (CD-ROM)

      Pages: 139-144

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Determining the sample size and power for nested case-control studies2012

    • Author(s)
      Izumi, S.
    • Organizer
      East Asia Regional Biometric Conference 2012
    • Place of Presentation
      Seoul National University, Korea(Invited Talk)
    • Year and Date
      2012-02-02
    • Related Report
      2011 Annual Research Report
  • [Presentation] Determining the sample size and power for nested case-control studies2012

    • Author(s)
      Izumi S
    • Organizer
      East Asia Regional Biometric Conference 2012
    • Place of Presentation
      Seoul National University、Korea
    • Related Report
      2011 Final Research Report
  • [Presentation] Observational study based on cohort data and its analysis2012

    • Author(s)
      Fujii Y
    • Organizer
      East Asia Regional Biometric Conference 2012
    • Place of Presentation
      Seoul National University、Korea
    • Related Report
      2011 Final Research Report
  • [Presentation] 海外における統計に関する入試問題・アセスメントの現状2011

    • Author(s)
      深澤弘美、和泉志津恵、櫻井尚子
    • Organizer
      日本行動計量学会第39回大会
    • Place of Presentation
      岡山理科大学(岡山県)(招待講演)
    • Year and Date
      2011-09-12
    • Related Report
      2011 Annual Research Report
  • [Presentation] コホート内症例対照研究における標本数の設計2011

    • Author(s)
      和泉志津恵
    • Organizer
      2011年度日本計量生物学会年会
    • Place of Presentation
      大阪大学(大阪府)(招待講演)
    • Year and Date
      2011-06-03
    • Related Report
      2011 Annual Research Report
  • [Presentation] コホートをベースとした研究デザインとその検出力2011

    • Author(s)
      藤井良宜、和泉志津恵
    • Organizer
      科研費シンポジウム
    • Place of Presentation
      大阪大学・中之島センター
    • Related Report
      2011 Final Research Report
  • [Presentation] コホート内症例対照研究における標本数の設計2011

    • Author(s)
      和泉志津恵
    • Organizer
      2011年度日本計量生物学会年会・特別セッション
    • Place of Presentation
      大阪大学
    • Related Report
      2011 Final Research Report
  • [Presentation] コホートに基づく観察研究のデザインと解析方法2011

    • Author(s)
      藤井良宜
    • Organizer
      2011年度日本計量生物学会年会・特別セッション
    • Place of Presentation
      大阪大学
    • Related Report
      2011 Final Research Report
  • [Presentation] コホートをベースとした研究デザインとその検出力2011

    • Author(s)
      藤井良宜、和泉志津恵
    • Organizer
      科研費シンポジウム「医薬品の研究開発における新たな統計的課題と挑戦」
    • Place of Presentation
      大阪大学
    • Related Report
      2010 Annual Research Report
  • [Presentation] Effects of radiation on serum risk markers of breast cancer found in healthy A-bomb survivors2010

    • Author(s)
      Grant E, Neriishi K, Cologne J, Eguchi H, Hayamshi T, Geyer S, Izumi S, Nishi N, Land C, Sharp GB, Nakachi K
    • Organizer
      Joint scientific meeting of the international epidemiological association western pacific region and the Japan epidemiological association
    • Place of Presentation
      埼玉県立大学
    • Related Report
      2011 Final Research Report
  • [Presentation] ULS Scan法を用いた時空間クラスターの検出に関する改良2010

    • Author(s)
      和泉志津恵
    • Organizer
      2010年度日本計量生物学会年会
    • Place of Presentation
      統計数理研究所
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] コホート内症例対照研究におけるデザイン別の検出力の推定方法2010

    • Author(s)
      和泉志津恵、藤井良宜
    • Organizer
      2010年度統計関連学会連合大会
    • Place of Presentation
      早稲田大学
    • Related Report
      2011 Final Research Report 2010 Annual Research Report
  • [Presentation] Effects of radiation on serum risk markers of breast cancer found in healthy A-bomb survivors2010

    • Author(s)
      Grant E, et. al
    • Organizer
      The Joint Scientific Meeting of the International Epidemiological Association Western Pacific Region and the Japan Epidemiological Association
    • Place of Presentation
      埼玉県立大学(埼玉県)
    • Related Report
      2009 Annual Research Report
  • [Presentation] Effects of generation on the risk of traffic accidents in the adult Japanese pedestrians and bicyclists : 25 years of follow-up2009

    • Author(s)
      Izumi S、Shigemori G、Tsuru Y
    • Organizer
      The 4th Japanese-Nordic Symposium of Traffic Psychology
    • Place of Presentation
      琉球大学
    • Related Report
      2011 Final Research Report
  • [Presentation] 空間の非円状クラスター検出におけるULS Scan法の改良2009

    • Author(s)
      和泉志津恵、江藤大豪
    • Organizer
      2009年度統計関連学会連合大会
    • Place of Presentation
      同志社大学
    • Related Report
      2011 Final Research Report
  • [Presentation] 空間の非円状クラスター検出におけるULS Scan 法の改良2009

    • Author(s)
      和泉志津恵, 他
    • Organizer
      2009年度統計関連学会連合大会
    • Place of Presentation
      同志社大学(京都府)
    • Related Report
      2009 Annual Research Report
  • [Presentation] Effects of generation on the risk of traffic accidents in the adult Japanese pedestrians and bicyclists : 25 years of follow-up2009

    • Author(s)
      和泉志津恵, et. al
    • Organizer
      The 4th Japanese-Nordic Symposium of Traffic Psychology
    • Place of Presentation
      琉球大学(沖縄県)
    • Related Report
      2009 Annual Research Report
  • [Book] 平成21年度研究報告:高齢者の交通事故防止に向けた探索的研究2010

    • Author(s)
      和泉志津恵、大嶋美登子、小畑経史、西村靖史、原恭彦、矢島潤平
    • Total Pages
      130
    • Publisher
      大分県交通安全問題研究会
    • Related Report
      2011 Final Research Report
  • [Book] Rで学ぶデータサイエンス第1巻・カテゴリカルデータ解析2010

    • Author(s)
      藤井良宜
    • Total Pages
      179
    • Publisher
      共立出版
    • Related Report
      2011 Final Research Report
  • [Book] Analyses of molecular characteristics of colorectal cancer among atomic-bomb survivors(RP 5-10)2010

    • Author(s)
      Ito R、Hamatani K、Taga M、Imai K、Kasagi F、Ozasa K、Katayama H、Cologne JB、Misumi M、Izumi S、Oue N、Yasui W、Nakachi K、Kusunoki Y
    • Total Pages
      58
    • Related Report
      2011 Final Research Report
  • [Book] Analyses of molecular characteristics of colorectal cancer among atomic-bomb survivors (RP 5-10)2010

    • Author(s)
      Ito R, et al.
    • Total Pages
      58
    • Publisher
      Radiation Effects Research Foundation
    • Related Report
      2010 Annual Research Report
  • [Book] 高齢者の交通事故防止に向けた探索的研究2010

    • Author(s)
      和泉志津恵, 他
    • Total Pages
      130
    • Publisher
      大分県交通安全問題研究会
    • Related Report
      2009 Annual Research Report
  • [Remarks]

    • Related Report
      2011 Final Research Report
  • [Remarks]

    • URL

      http://www.csis.oita-u.ac.jp/~shizue

    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      http://www.csis.oita-u.ac.jp/~shizue

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.csis.oita-u.ac.jp/~shizue

    • Related Report
      2009 Annual Research Report

URL: 

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

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