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Microdata disclosure risk assessment using the family of conditional compound Poisson distributions

Research Project

Project/Area Number 21730173
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Economic statistics
Research InstitutionKanazawa University

Principal Investigator

HOSHINO Nobuaki  Kanazawa University, 経済学経営学系, 准教授 (00313627)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Keywords個票開示リスク / 母集団一意 / プライバシー / 寸法指標 / 官庁統計 / 離散分布
Research Abstract

This project has progressed both on an empirical basis and on a theory. One empirical contribution is an anonymized data set of the Japanese Labor Force Survey, which will be used to test the risk and utility of anonymization methods. Another contribution is a survey on the advanced practices and researches of anonymization. This survey has been especially conducted to provide a sound view on the current Japanese anonymization practices and researches. On a theory, the limiting conditional compound Poisson distribution has been investigated to explain the behavior of a sparse contingency table, which often arises in assessing disclosure risk. In particular, a new asymptotics based on a Bell polynomial has been proposed.

Report

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

    (13 results)

All 2011 2010 2009 Other

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (5 results) Remarks (3 results)

  • [Journal Article] Random partitionin g over a sparse contingency table2011

    • Author(s)
      N. Hoshino
    • Journal Title

      Annals of the Institute of Statistic al Mathematics (To Appear)

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Random partitioning over a sparse contingency table2011

    • Author(s)
      N.Hoshino
    • Journal Title

      Annals of the Institute of Statistical Mathematics

      Volume: (To appear)

    • NAID

      40019169030

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 公的統計ミクロデータ提供制度の課題2010

    • Author(s)
      星野伸明
    • Journal Title

      日本統計学会誌 Vol.40

      Pages: 23-45

    • NAID

      110007988943

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 公的統計ミクロデータ提供制度の課題2010

    • Author(s)
      星野伸明
    • Journal Title

      日本統計学会誌

      Volume: 40 Pages: 23-45

    • NAID

      110007988943

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The quasi-multinomial distribution as a tool for disclosurerisk assessment2009

    • Author(s)
      Hoshino, N.
    • Journal Title

      Journal of Official Statistics 25

      Pages: 269-291

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] 模造個票データの必要性について2010

    • Author(s)
      星野伸明
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      早稲田大学早稲田キャンパス(東京都)
    • Year and Date
      2010-09-06
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 個人情報保護の数理的方法論2009

    • Author(s)
      星野伸明
    • Organizer
      第三回横幹連合コンファレンス
    • Place of Presentation
      東北大学片平さくらホール(宮城県)
    • Year and Date
      2009-12-03
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 労働力調査個票開示リスクの時間安定性について2009

    • Author(s)
      星野伸明
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      同志社大学京田辺キャンパス(京都府)
    • Year and Date
      2009-09-07
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] On the time series variation of microdata disclosure risk2009

    • Author(s)
      N. Hoshino
    • Organizer
      The 57^<th> session of the International Statistical Institute
    • Place of Presentation
      Durban (South Africa).
    • Year and Date
      2009-08-22
    • Related Report
      2010 Final Research Report
  • [Presentation] On the time series variation of microdata disclosure risk.2009

    • Author(s)
      Hoshino, N.
    • Organizer
      The 57^<th> session of the International Statistical Institute
    • Place of Presentation
      ダーバン国際会議場(南アフリカ)
    • Year and Date
      2009-08-22
    • Related Report
      2009 Annual Research Report
  • [Remarks] ホームページアドレス

    • URL

      http://stat.w3.kanazawa-u.ac.jp/owner/papers.html

    • Related Report
      2010 Final Research Report
  • [Remarks]

    • URL

      http://stat.w3.kanazawa-u.ac.jp/owner/papers.html

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://stat.w3.kanazawa-u.ac.jp/owner/papers.html

    • Related Report
      2009 Annual Research Report

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

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