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2012 Fiscal Year Final Research Report

Development of medical technology assessment methodology based on Bayesian statistics

Research Project

  • PDF
Project/Area Number 22500257
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

TERAMUKAI Satoshi  京都大学, 医学研究科, 准教授 (20359798)

Research Collaborator DAIMON Takashi  兵庫医科大学, 医学部, 准教授 (40372156)
Project Period (FY) 2010 – 2012
Keywords医薬生物・ゲノム統計解析 / ベイズ統計学
Research Abstract

Since 1950s in which the methodology of clinical trials was established, significance tests and estimation have dominated as standard approaches. This approach is called frequentist approach. In recent years, Bayesian statistics have been applied to compl ex stati stical modeling in biomedical field and several approaches to study design and sequential monitoring have been proposed mainly in cancer clinical trials . We developed new design for exploratory clinical trials based on Bayesian approach.

  • Research Products

    (9 results)

All 2013 2012 2011 2010

All Journal Article (1 results) (of which Peer Reviewed: 1 results) Presentation (8 results)

  • [Journal Article] A Bayesian predictive sample size selection design for single-arm exploratory clinical trials2012

    • Author(s)
      Teramukai S, DaimonT, ZoharS
    • Journal Title

      Statistics in Medicine

      Volume: 31 Pages: 4243-4254

    • DOI

      DOI:10.1002/sim.5505

    • Peer Reviewed
  • [Presentation] 単群探索的臨床試験におけるベイズ流予測標本サイズ選択デザイン.医学統計研究会特定主題シンポジウム2013

    • Author(s)
      手良向聡
    • Organizer
      2013「臨床試験における適応型計画を再考する」
    • Place of Presentation
      東京
    • Year and Date
      2013-02-02
  • [Presentation] 期待奏効確率の不確実性を考慮した第II相単群ベイズ流適応型デザイン2012

    • Author(s)
      手良向聡、大門貴志
    • Organizer
      第50回日本癌治療学会学術集会
    • Place of Presentation
      横浜
    • Year and Date
      2012-10-26
  • [Presentation] A Bayesian predictive sample size selection design for single-arm exploratory clinical trials2012

    • Author(s)
      Teramukai S, Daimon T, Zohar
    • Organizer
      International Society for Bayesian Analysis 2012 World Meeting
    • Place of Presentation
      Kyoto
    • Year and Date
      2012-06-28
  • [Presentation] Bayes流臨床試験デザイン2012

    • Author(s)
      手良向聡
    • Organizer
      第3回日本臨床試験研究会
    • Place of Presentation
      福岡
    • Year and Date
      2012-03-23
  • [Presentation] Bayesian design in exploratory clinical trials2012

    • Author(s)
      Teramukai S
    • Organizer
      The 3rd East Asia Regional Biometric Conference 2012
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2012-02-03
  • [Presentation] A Bayesian adaptive design with two-priors approach and predictive probabilities in single-arm exploratory clinical trials2011

    • Author(s)
      Teramukai S, DaimonT, ZoharS
    • Organizer
      32nd annual conference of the International Society of Clinical Biostatistics
    • Place of Presentation
      Ottawa, Canada
    • Year and Date
      2011-08-23
  • [Presentation] 探索的臨床試験におけるBayes流デザイン2011

    • Author(s)
      手良向聡
    • Organizer
      科研費シンポジウム「医薬品の研究開発における新しい統計的課題と挑戦」
    • Place of Presentation
      大阪
    • Year and Date
      2011-01-18
  • [Presentation] ベイズ流標本サイズ決定におけるdesign priorの意義2010

    • Author(s)
      手良向聡
    • Organizer
      2010年度統計関連学会連合大会
    • Place of Presentation
      東京
    • Year and Date
      2010-09-06

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Published: 2014-08-29  

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