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Local disclosure control techniques of statistical microdata sets

Research Project

Project/Area Number 11558026
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section展開研究
Research Field Statistical science
Research InstitutionThe University of Tokyo

Principal Investigator

TAKEMURA Akimichi  Graduate School of Information Science and Technology, The University of Tokyo, Professor, 大学院・情報理工学系研究科, 教授 (10171670)

Co-Investigator(Kenkyū-buntansha) FUKUSHIGE Mototsugu  Kobe University, Faculty of Economics, Associate Professor, 経済学部, 助教授 (10208936)
OOMORI Yasuhiro  Tokyo Metropolitan University, Faculty of Economies, Associate Professor, 経済学部, 助教授 (60251188)
UCHINAMI Seiichi  Kyushu Institute of Technology, Faculty of Computer Science and Systems, Professor, 情報工学部, 教授 (00029240)
HOSHINO Nobuaki  Kanazawa University, Faculty of Economics, Lecturer, 経済学部, 講師 (00313627)
TAKI Atsuhiro  Hiroshima University, Faculty of Economics, Associate Professor, 経済学部, 助教授 (40216809)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥7,000,000 (Direct Cost: ¥7,000,000)
Fiscal Year 2001: ¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 2000: ¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 1999: ¥3,000,000 (Direct Cost: ¥3,000,000)
KeywordsSuperpopulation model / Population unique / Multinomial distribution / Dirichlet distribution
Research Abstract

We obtained several important results on the disclosure control techniques of statistical microdata sets in this year.
Takemura gave an invited talk on the paper "Evaluation of per-record identification risk by additive modeling of interaction for contingency table cell probabilities" at the meeting of International Statistical Institute. This paper will be included in a separate proceedings published by International Association of Survey Statisticians. A paper "Minimum unsafe and maximum safe sets of variables for disclosure risk assessment of individual records in a microdata set" will be published in Journal of Japan Statistical Society The paper "On application of Pitman's sampling formula to microdata disclosure risk assessment" by Nobuaki Hoshino was published in Journal of Official Statistics. As a new research results, two discussion papers "On the random clustering with the conditional inverse Gaussian-Poisson distribution" and "On limiting random partition structure derived from the conditional inverse Gaussian-Poisson distribution" are published as discussion paper in Carnegie Mellon university.

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (23 results)

All Other

All Publications (23 results)

  • [Publications] Akimichi Takemura, Satoshi Kuriki共著: "Tail probabilities of the maxima of multilinear forms and their applications of associated chi-bar-squared distribution"Ann. Statist.. 29. 328-371 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Nobuaki Hoshino: "Applying Pitman's sampling formula to microdata disclosure risk assessment"Journal of Official Statistics. 17. 499-520 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Akimichi Takemura, Satoshi Kuriki共著: "Shrinkage estimation towards a closed convex set with a smooth boundary"Journal of Multivariate Analysis. 75. 79-111 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 竹村彰通, 佐井至道共著: "個票データにおける分類の併合モデル"応用統計学. 29. 63-82 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Akimichi Takemura, Nobuaki Hoshino共著: "On Reduction of Finite Sample Variance by Extended Latin Hypercube Sampling"Bernoulli. 6. 1035-1050 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] S. Kuriki and A. Takemura: "Tail probabilities of the maxima of multilinear forms and their applications of associated chi-bar-squared distribution"Ann. Statist.. vol. 29. 328-371 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Nobuaki Hoshino: "Applying Pitman's sampling formula to microdata disclosure risk assessment"Journal of Official Statistics. vol. 17. 499-520 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] S. Kuriki and A. Takemura: "Shrinkage estimation towards a closed convex set with a smooth boundary"Journal of Multivariate Analysis. vol. 75. 79-111 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] N. Hoshino and A. Takemura: "On Reduction of Finite Sample Variance by Extended Latin Hypercube Sampling"Bernoulli. vol. 6. 1035-1050 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Akimichi Takemura(Satoshi Kuriki共著): "Tail probabilities of the maxima of multilinear forms and their applications of associated chi-bar-squared distribution"Ann.Statist. 29. 328-371 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Nobuaki Hoshino: "Applying Pitman's sampling formula to microdata disclosure risk assessment"Journal of Official Statistics. 17. 499-520 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Akimichi Takemura(Satoshi Kuriki共著): "Shrinkage estimation towards a closed convex set with a smooth boundary"Joumal of Multivariate Analysis. 75. 79-111 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] 竹村彰通(佐井至道 共著): "個票データにおける分類の併合モデル"応用統計学. 29. 63-82 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] Akimichi Takemura(Nobuaki Hoshino共著): "On Reduction of Finite Sample Variance by Extended Latin Hypercube Samling"Bemoulli. 6. 1035-1050 (2000)

    • Related Report
      2001 Annual Research Report
  • [Publications] Akimichi Takemura (Satoshi Kuriki 共著): "Some geometry of the cone of nonnegative definite matrices and weights of associated chi-bar-squared distribution"Ann.Inst.Statist.Math.. 52. 1-14 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Akimichi Takemura (Hidehiko Kamiya 共著): "Rankings generated by spherical discriminant analysis"Journal of the Japan Statistical Society. 30. 43-51 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Akimichi Takemura (Satoshi Kuriki 共著): "Shrinkage estimation towards a closed convex set with a smooth boundary"Journal of Multivariate Analysis. 75. 79-111 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 竹村彰通 (佐井至道 共著): "個票データにおける分類の併合モデル"応用統計学. 29. 63-82 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Akimichi Takemura (Nobuaki Hoshino 共著): "On Reduction of Finite Sample Variance by Extended Latin Hypercube Sampling"Bernoulli. 6. 1035-1050 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Akimichi Takemura: "Some superpopulation models for estimating the number of population uniques"Statistical data protection proceedings of the conference. 45-58 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Yasuhiro Omori: "Measuring identification disclosure risk for categorical microdata by posterior population uniqueness"Statistical data protection proceedings of the conference. 59-76 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Akimichi Takemura (Satoshi Kuriki 共著): "Shrinkage to smooth non-convex cone : principal component analysis as Stein estimation"Commun. Statist.-Theory Meth.. 28. 651-669 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 竹村彰通 (栗木 哲 共著): "正規確率場の最大値の分布-tubeの方法とEuler標数の方法"統計数理. 47・1. 201-221 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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