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Stantistical researches for risk management in food microbial standards under the uncertainty caused by categorical random variables

Research Project

Project/Area Number 25280009
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Statistical science
Research InstitutionThe Institute of Statistical Mathematics

Principal Investigator

Tsubaki Hiroe  統計数理研究所, 大学共同利用機関等の部局等, 名誉教授 (30155436)

Co-Investigator(Kenkyū-buntansha) KASUGA Fumiko  国立医薬品食品衛生研究所, 安全情報部, 部長 (40183777)
SUZUKI Tomomichi  東京理科大学, 理工学部, 教授 (50251369)
OHNISHI Toshio  九州大学, 大学院経済学研究院, 教授 (60353413)
TSUTSUI Toshiyuki  農業・食品産業技術総合研究機構, 動物衛生研究所, 領域長 (70391448)
HENMI Masayuki  統計数理研究所, データ科学研究系, 准教授 (80465921)
Co-Investigator(Renkei-kenkyūsha) OSAKA Ken  東北大学, 大学院歯学研究科, 教授 (60300935)
TANAKA Kenji  電気通信大学, 情報システム学研究科, 教授 (60197415)
Research Collaborator KATO Yoichi  
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥17,030,000 (Direct Cost: ¥13,100,000、Indirect Cost: ¥3,930,000)
Fiscal Year 2015: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2014: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
Fiscal Year 2013: ¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Keywords離散確率変数 / 抜取検査 / 不確かさ評価 / 食品安全マネジメント / 負の二項分布 / ISO/TC69 / ICMSF / 離散変量 / 品質管理システム / 食品 / 不確かさ / サンプリング検査 / 国際標準化 / 食品微生物規格 / ツイーディ分布
Outline of Final Research Achievements

We mainly studied statistical uncertainty evaluation of binary measurements and design of 3-stage sampling inspection plan based on negative binomial distribution to support the relevant international standardization activities in ISO TC 69/ SC 6 on general application of statistical methods and ICMSF for the food safety management. We also supported the relevant researches with application of our researches to food safety area.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (44 results)

All 2016 2015 2014 2013 Other

All Journal Article (16 results) (of which Peer Reviewed: 8 results,  Open Access: 1 results,  Acknowledgement Compliant: 2 results) Presentation (23 results) (of which Int'l Joint Research: 2 results,  Invited: 8 results) Book (4 results) Funded Workshop (1 results)

  • [Journal Article] 品質マネジメント活動における統計的方法の役割2016

    • Author(s)
      椿広計
    • Journal Title

      統計

      Volume: 67巻1号 Pages: 23-28

    • Related Report
      2015 Annual Research Report
  • [Journal Article] 多様なステークホルダーが存在する社会のリスクに基づく意思決定2016

    • Author(s)
      椿広計、堀芳樹
    • Journal Title

      行動計量学

      Volume: 43巻1号 Pages: 13-20

    • NAID

      130006892738

    • Related Report
      2015 Annual Research Report
  • [Journal Article] 食品安全性確保のための検査と食品微生物学的基準-ICMSFの考え方を中心に-2015

    • Author(s)
      春日文子
    • Journal Title

      月刊フードケミカル

      Volume: 362 Pages: 56-60

    • Related Report
      2015 Annual Research Report
  • [Journal Article] ISO/TC69(統計的方法の適用)大連総会報告2015

    • Author(s)
      ISO/TC69国内委員会(尾島善一, 鈴木知道, 仁科健, 加藤洋一, 安井清一, 石山一雄, 小池昌義)
    • Journal Title

      標準化と品質管理

      Volume: 68巻11号 Pages: 24-28

    • Related Report
      2015 Annual Research Report
  • [Journal Article] ビッグデータ時代に必要な標準化2015

    • Author(s)
      佐藤彰洋、椿 広計
    • Journal Title

      統計

      Volume: 66巻9号 Pages: 32-38

    • NAID

      40020576600

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Bayes予測における尤度最大化とShanon entropy最大化の双対性2015

    • Author(s)
      大西俊郎
    • Journal Title

      日本統計学会誌

      Volume: 45 Pages: 119-141

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Synthesis of clinical prediction models under different sets of covariates with one individual patient data2015

    • Author(s)
      Daisuke Yoneoka, Masayuki Henmi, Norie Sawada and Manami Inoue
    • Journal Title

      BMC Medical Research Methodology

      Volume: 15 Issue: 1 Pages: 101-101

    • DOI

      10.1186/s12874-015-0087-x

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Effectiveness of a short training session for improving pipetting accuracy2014

    • Author(s)
      Takehisa Yamamoto, Tomoko Yamamoto, Kirika Yoshida, Sachiko Fuchinoue, Yoko Hayama, Arata Hidano, Toshiyuki Tsutsui
    • Journal Title

      Ecotoxicology and Environmental Safety

      Volume: 19 Pages: 459-463

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Bayes予測における尤度とエントロピーの双対性2014

    • Author(s)
      大西俊郎
    • Journal Title

      京都大学 数理解析研究所 講究録

      Volume: 1910 Pages: 29-42

    • Related Report
      2014 Annual Research Report
  • [Journal Article] ISO/TC69(統計的方法の適用)ウィーン総会報告2014

    • Author(s)
      尾島善一,鈴木知道,仁科 健,加藤洋一,椿 広計,石山一雄,小池昌義
    • Journal Title

      標準化と品質管理

      Volume: 67(11) Pages: 26-29

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Application of Q Carts for Short-Run Autocorrelated Data2013

    • Author(s)
      Hironobu Kawamura, Ken Nishina, Masanobu Higashide, Tomomichi Suzuki
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 9 Pages: 3667-3676

    • Related Report
      2013 Annual Research Report
  • [Journal Article] Viewpoints to characterize precision evaluation methods in binary measurements2013

    • Author(s)
      Tomomichi Suzuki, Yusuke Tsutsumi, Hironobu Kawamura
    • Journal Title

      Measurement

      Volume: 46 Issue: 9 Pages: 3710-3714

    • DOI

      10.1016/j.measurement.2013.05.032

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A note on precision of qualitative data2013

    • Author(s)
      Tomomichi Suzuki, Yusuke Tsutsumi, Natsuki Sano
    • Journal Title

      Proceedings of 11th International Workshop on Intelligent Statistical Quality Control

      Volume: 11 Pages: 385-393

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Twofold Structure of Duality in Bayesian Model Averaging2013

    • Author(s)
      Toshio Ohnishi, Takemi Yanagimoto
    • Journal Title

      JOURNAL OF THE JAPAN STATISTICAL SOCIETY

      Volume: 43 Issue: 1 Pages: 29-55

    • DOI

      10.14490/jjss.43.29

    • NAID

      10031185799

    • ISSN
      1348-6365, 1882-2754
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 使用済食用油のバイオ燃料化とリユースの地球温暖化へのライフサイクル影響評価:インドネシア国ボゴール市におけるケーススタディ2013

    • Author(s)
      中野勝行、藤田晴啓、Joko, S., Dadang, S., 奥原浩之、椿 広計
    • Journal Title

      日本LCA学会誌

      Volume: 9 Pages: 315-323

    • NAID

      130005132909

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 田口の精密累積法のセミパラメトリックポアソンモデルによる再定式化2013

    • Author(s)
      椿 広計
    • Journal Title

      応用統計学

      Volume: 42 Pages: 145-159

    • NAID

      130004846496

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] Clarification of the Relationship between the State of Elderly and Provided Care to Assist Designing Care Plans2015

    • Author(s)
      Wataru Hasegawa, Natsuki Sano, Tomomichi Suzuki
    • Organizer
      Asian Network for Quality Congress 2015
    • Place of Presentation
      Taipei(Taiwan)
    • Year and Date
      2015-09-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Precision Evaluation for Non-quantitative Measurements ~ Binary and Ordinal Categorical Cases ~2015

    • Author(s)
      Tomomichi Suzuki, Akimasa Katakura, Rei Miyazawa, Natsuki Sano
    • Organizer
      XXI IMEKO World Congress
    • Place of Presentation
      Prague(Czech Republic)
    • Year and Date
      2015-08-30
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 質的データの測定精度評価に関する研究2015

    • Author(s)
      鈴木知道, 佐野夏樹, 片倉彰優, 宮沢麗
    • Organizer
      日本品質管理学会第107回研究発表会
    • Place of Presentation
      日本科学技術連盟東高円寺ビル
    • Year and Date
      2015-05-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] 食品安全分野におけるデータの意義と課題2015

    • Author(s)
      春日文子
    • Organizer
      第7回国際ワークショップ「社会イノベーションを誘発する情報・システム」
    • Place of Presentation
      一ツ橋講堂 東京
    • Year and Date
      2015-02-16 – 2015-02-17
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 計数値データの統計的品質管理2015

    • Author(s)
      椿 広計
    • Organizer
      科研費ワークショップ:食品安全の統計
    • Place of Presentation
      東京理科大学、東京
    • Year and Date
      2015-02-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] 質的データの精度に関する国際化の最近の動向2015

    • Author(s)
      鈴木知道
    • Organizer
      科研費ワークショップ:食品安全の統計
    • Place of Presentation
      東京理科大学、東京
    • Year and Date
      2015-02-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] 食品微生物規格基準設計の背景について2015

    • Author(s)
      春日文子
    • Organizer
      科研費ワークショップ:食品安全の統計
    • Place of Presentation
      東京理科大学、東京
    • Year and Date
      2015-02-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] 多様なステークホルダーが存在する社会のリスクに基づく意思決定について2015

    • Author(s)
      椿 広計
    • Organizer
      第100回行動計量シンポジウム
    • Place of Presentation
      同志社大学、京都、日本
    • Year and Date
      2015-01-25
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 食品微生物検査におけるサンプリングプランの国際動向2014

    • Author(s)
      春日文子
    • Organizer
      2014 AOAC INTERNATIONAL 日本セクション勉強会
    • Place of Presentation
      伊東、静岡
    • Year and Date
      2014-12-12 – 2014-12-13
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Duality between likelihood and entropy in Bayesian model averaging2014

    • Author(s)
      Toshio Ohnishi, Yanagimoto Takemi
    • Organizer
      International Statistical Institute Regional Statistics Conference
    • Place of Presentation
      Kuala Lumpur, Malaysia.
    • Year and Date
      2014-11-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] 不確実性下の意思決定2014

    • Author(s)
      椿 広計
    • Organizer
      2014年度統計関連学会連合大会
    • Place of Presentation
      東京大学、日本
    • Year and Date
      2014-09-14 – 2014-09-16
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] International Standardization in Capability of Detection2014

    • Author(s)
      Tomomichi Suzuki, Yusuke Tsutsumi, Natsuki Sano
    • Organizer
      AMCTM2014 (Advanced Mathematical and Computational Tools in
    • Place of Presentation
      St. Petersburg, Russia
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Meta Analysis of logistic regression coefficients2014

    • Author(s)
      Henmi Masayuki
    • Organizer
      RSS 2014 International Conference
    • Place of Presentation
      Shefield, UK
    • Year and Date
      2014-09-02
    • Related Report
      2014 Annual Research Report
  • [Presentation] Estimating the burden of foodborne illness in Japan using clinical laboratory data for whole of Japan, 2006 - 20112014

    • Author(s)
      Kunihiro Kubota, Hiroshi Amanuma, Hideji Yanagisawa, Masahiro Shimojima, Tomonari Yamashita, Yoshiharu Sakurai, Mayumi Komatsu and Fumiko Kasuga
    • Organizer
      International Association for Food Protection(IAFP) Annual meeting 2014
    • Place of Presentation
      Indianapolis, U.S.
    • Year and Date
      2014-08-03 – 2014-08-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] For Reducing Microbiological Risk of Food2014

    • Author(s)
      Fumiko Kasuga
    • Organizer
      2014 International Symposium on Agri-Food Safety
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2014-07-23
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Risk-based Quality Management2014

    • Author(s)
      Tsubaki, H.
    • Organizer
      The 2nd DIA Clinical Operation and Monitoring Workshop
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] 専門家の意見を解析する手法(expert elicitation)を用いた食品由来疾患の食品寄与率推定2013

    • Author(s)
      熊谷優子, 大田えりか, 大西俊郎, 渋谷健司, 関崎 勉
    • Organizer
      日本食品微生物学会第34回学術総会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] Risk factors for sporadic Shiga toxin-producing Escherichia coli O157 infections in Japan2013

    • Author(s)
      Y. Yahata, T. Sunagawa, F. Kasuga, N. Okabe
    • Organizer
      141st American Public Health Association Annual Meeting
    • Place of Presentation
      Boston, USA
    • Related Report
      2013 Annual Research Report
  • [Presentation] 異なるサーベイランスデータからの食中毒被害実態推2013

    • Author(s)
      窪田邦宏,天沼宏,小林正裕,松木信幸,桜井芳明,小松真由美,柳沢英二,坂上武文,滝将太,霜島正浩,渋谷俊介,春日文子
    • Organizer
      日本食品微生物学会第34回学術総会
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
  • [Presentation] 食品安全のための抜き取り検査方式について2013

    • Author(s)
      椿広計, 春日文子, 大西俊郎, 逸見昌之
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      大阪
    • Related Report
      2013 Annual Research Report
  • [Presentation] Duality between maximization of likelihood and Shannon entropy

    • Author(s)
      Toshio Ohnishi
    • Organizer
      Japanese-French Frontiers of Science Symposium
    • Place of Presentation
      Metz, France
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Presentation] Environmental analyses of waste cooking oil recycling and complete use practices in Bogor

    • Author(s)
      Fujita, H., Okuhara, H., Nakano, K. and Tsubaki, H.
    • Organizer
      IEEE2013 International Conference on Technology, Informatics, Management, Engineering, and Environment (TIME-E)
    • Place of Presentation
      Bandung, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] 精密累積データのセミパラメトリックポアソンモデル

    • Author(s)
      椿 広計
    • Organizer
      田口玄一博士一周忌追悼シンポジウム
    • Place of Presentation
      東京
    • Related Report
      2013 Annual Research Report
    • Invited
  • [Book] 食品衛生検査指針 微生物編 20152015

    • Author(s)
      春日文子ほか
    • Total Pages
      1018
    • Publisher
      公益社団法人日本食品衛生協会
    • Related Report
      2015 Annual Research Report
  • [Book] 第1章総論2微生物基準とサンプリングプラン「食品衛生検査指針 微生物編」2015

    • Author(s)
      春日文子
    • Total Pages
      1018
    • Publisher
      公益社団法人日本食品衛生協会
    • Related Report
      2014 Annual Research Report
  • [Book] JIS Q 0064:製品規格で環境課題を記述するための作成指針2014

    • Author(s)
      椿広計, 同委員;市川芳朗, 稲葉敦, 佐藤隆夫, 山田秀, 横山宏, 杉本まさ子
    • Total Pages
      38
    • Publisher
      日本規格協会
    • Related Report
      2013 Annual Research Report
  • [Book] 統計学(日本統計学会公式認定 統計検定1級対応)2013

    • Author(s)
      二宮 嘉行, 大西 俊郎, 小林 景, 椎名 洋, 笛田 薫, 田中 研太郎, 岡田 謙介, 大屋 幸輔, 廣瀬 英雄, 折笠 秀樹
    • Total Pages
      320
    • Publisher
      東京図書
    • Related Report
      2013 Annual Research Report
  • [Funded Workshop] 国際食品微生物規格委員会(ICMSF)ワークショップ2015

    • Place of Presentation
      赤坂溜池タワーホール(東京都港区)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report

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Published: 2013-05-21   Modified: 2019-07-29  

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