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Statistical assessment of Matching and Other Strategies for Selecting Comparison Subjects in Epidemiologic Studies

Research Project

Project/Area Number 14580356
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Statistical science
Research InstitutionRadiation Effects Research Foundation

Principal Investigator

COLOGNE John  Radiation Effects Research Foundation, Department of Statistics, Assistant Department Chief, 統計部, 副部長(研究員) (50344411)

Co-Investigator(Kenkyū-buntansha) FUJII Yoshinori  Miyazaki University, Department of Mathematics Education, Assistant Professor, 教育文化学部, 助教授 (10218985)
IZUMI Shizue  Radiation Effects Research Foundation, Department of Statistics, Research Scientist, 統計部, 研究員 (70344413)
Project Period (FY) 2002 – 2003
Project Status Completed (Fiscal Year 2003)
Budget Amount *help
¥3,000,000 (Direct Cost: ¥3,000,000)
Fiscal Year 2003: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 2002: ¥1,900,000 (Direct Cost: ¥1,900,000)
KeywordsEpidemiologic study design / Cohort study / Case-control study / Risk factor interaction / Control selection methods / Statistical efficiency / Confounding factor / Statistical interaction
Research Abstract

The major results are related to control selection and studies of interaction. Matching on a risk factor is not generally effective for studies of interaction. Rather, counter matching on a known risk factor when selecting controls is preferred. We compared the efficiency with matching to that with counter matching using simulation when the risk factor known at the time of control selection is dichotomous or continuous. We also evaluated efficiency of the case-cohort design via simulation. We investigated statistical power using calculations based on the likelihood. The power calculation work is in collaboration with Dr.Charles Land of the U.S.National Cancer Institute.

Report

(3 results)
  • 2003 Annual Research Report   Final Research Report Summary
  • 2002 Annual Research Report
  • Research Products

    (19 results)

All Other

All Publications (19 results)

  • [Publications] Cologne J: "Estimating the power of case-control studies conducted with in a cohort"Bulletin of Informatics and Cybernetics. (発表予定). (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne JB: "Improving the efficiency of nested case-control studies of interaction by selecting controls using counter matching on exposure"International Journal of Epidemiology. 33. 1-8 (2004)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Sharp GB: "Hepatocellular carcinoma among atomic bomb survivors : Significant interaction of radiation with hepatitis C virus infections"International Journal of Cancer. 103. 531-537 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne JB: "コホート内症例対照研究デザインの改良:層別化「カウンターマッチング(CM)を用いた対照者抽出による検出力の向上"Journal of Epidemiology. 13(1). 51 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne J: "Selecting controls for assessing interaction in nested case-control studies"Journal of Epidemiology. 13(4). 193-202 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne J: "Effect of comparison group on inference about effect modification by demographic factors in cohort risk regression"Japanese Journal of Biometrics. 23(2). 49-66 (2003)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne J, Izumi S.: "Estimating the power of case-control studies conducted within a cohort"Bulletin of Informatics and Cybernetics. (in press). (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne JB, Sharp GB, Neriishi K, Verkasalo PK, Land CE, Nakachi K.: "Improving the efficiency of nested case-control studies of interaction by selecting controls using counter matching on exposure"International Journal of Epidemiology. 33. 1-8 (2004)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Sharp GB, Mizuno T, Cologne JB, Fukuhara T, Fujiwara S, Tokuoka S, Mabuchi K.: "Hepatocellular carcinoma among atomic bomb survivors : Significant interaction of radiation with hepatitis C virus infections."International Journal of Cancer. 103. 531-537 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne JB, Sharp GB, Neriishi K, Nakachi K.: "Improving the nested case-control study design : increasing efficiency using stratified sampling (counter matching [CM])."Journal of Epidemiology(in Japanese). 13(1). 51 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne J, Langholz B.: "Selecting controls for assessing interaction in nested case-control studies."Journal of Epidemiology. 13(4). 193-202 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne J, Izumi S, Shimizu Y, Preston D.: "Effect of comparison group on inference about effect modification by demographic factors in cohort risk regression."Japanese Journal of Biometrics. 23(2). 49-66 (2003)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2003 Final Research Report Summary
  • [Publications] Cologne J: "Estimating the power of Case-control Studies Conducted Within a Cohort"Bulletin of Informatics and Cybernetics. In press.

    • Related Report
      2003 Annual Research Report
  • [Publications] Cologne JB: "Improving the efficiency of nested case-control studies of interaction by selecting controls using counter matching on exposure"International Journal of Epidemiology. In press. (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] Cologne J: "Selecting controls for assessing interaction in nested case-control studies"Journal of Epidemiology. 13(4). 193-202 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Cologne J: "Effect of Comparison Group on Inference about Effect Modification by Demographic Factors in Cohort Risk Regression"Japanese Journal of Biometrics. 23(2). 49-66 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] Cologne J: "Effect of Comparison Group on Inference about Effect Modification by Demographic Factors in Cohort Risk Regression"Japanese Journal of Biometrics. (in press).

    • Related Report
      2002 Annual Research Report
  • [Publications] Cologne JB: "コホート内症例対照研究デザインの改良:層別化「カウンターマッチング」(CM)を用いた対照者抽出による検出力の向上"Journal of Epidemiology. 13(1)supplement. 51 (2003)

    • Related Report
      2002 Annual Research Report
  • [Publications] Sharp GB: "Hepatocellular carcinoma among atomic bomb survivors : Significant interaction of radiation with hepatitis C virus infections"International Journal of Cancer. 103. 531-537 (2003)

    • Related Report
      2002 Annual Research Report

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Published: 2002-04-01   Modified: 2021-04-07  

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