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Statistical Probleme in Statistical Disclosure Control

Research Project

Project/Area Number 11480055
Research Category

Grant-in-Aid for Scientific Research (B)

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

Principal Investigator

SIBUYA Masaki  Takachiho University, Department of business Admimistration, 経営学部, 教授 (20146723)

Co-Investigator(Kenkyū-buntansha) KANOH Satoru  Hitotubasi University, Institute of Eoconomic Research, Professor, 経済研究所, 教授 (50114971)
IWASAKI Manabu  Seikei University, Faculty of Engineering, Professor, 工学部, 教授 (40255948)
YAMAMOTO Hajime  Kagoshima University, Faculty of Science, Professor, 理学部, 教授 (90041227)
TARUMI Tomoyuki  Okayama University, Graduate School of Natural Science and Technology, Professor, 環境理工学部, 教授 (50033915)
WAGO Hajime  Nagoya University, Faculty of Economics, Professor, 経済学部, 教授 (00091934)
佐井 至道  岡山商科大学, 商学部, 助教授 (30186910)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥15,000,000 (Direct Cost: ¥15,000,000)
Fiscal Year 2001: ¥2,800,000 (Direct Cost: ¥2,800,000)
Fiscal Year 2000: ¥5,700,000 (Direct Cost: ¥5,700,000)
Fiscal Year 1999: ¥6,500,000 (Direct Cost: ¥6,500,000)
Keywordsincomplete data / partition vector / Post Random Method / Pitman's model / private data protection / random partition / unique in sampule and population / 確率分割 / 孤立固体 / Post Randomization Method (PRAM) / 統計的漏洩制御 / ミクロ統計 / 個票データ / 不安全データ / 多重分割表 / 周辺分割表 / 調査データ / 総計的漏洩制御 / 分類の併合
Research Abstract

Masaaki Sibuya and Hajime Yamato (2000, 2001a, 2001b), in collaboration with T. Nomachi, studied the properties of Pitman's model for the random partition of a finite set or that of a number. The maximum likelihood estimation of the parameters was found rather poor, and alternative metods were investigated. 'Its application to the statistical disclosure control is promising.
Shido Sai (2000, 2001, 2002), in collaboration with A. Takemura, studied mainly nonparametric approach to the estimation of the number of individuals who are unique in both sample and population. If a decreasing size indexes (frequency spectrum or partition vector) in population is assumed, the maximum likelihood estimate is favorable although the computational work is combinatorial.
A new technique for protecting private data is the Post Randomization Method, named PRAM, not the randomization during the survey. Tomoyuki Tarumi, with T. Fujino, is investigating the effect of the procedure to the multivariate statistical analyses. Manabu Iwasaki published a book on the introduction to the Incomplete Data Analysis. His analysis, with Y. Inaba, of the statistical table data on the aerial activities of commerce shows the published tables are vulnerable.

Report

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

    (35 results)

All Other

All Publications (35 results)

  • [Publications] Yamato, H., Sibuya, M., Nomachi, T.: "Ordered Sample from twoparameter GEM distribution"Statistics and Probability Letters. 55. 19-27 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sibuya, M.: "Pitman's model of random partition"RIMS Kokyuroku, Kyoto University. 1240. 64-73 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 竹越香苗, 岩崎 学: "2段階抽出による2つの二項確率の検定におけるサンプルサイズの推定と検出力の評価"応用統計学. 30. 91-106 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 加納 悟: "景気動向のモデル分析:そのフロンティア"経済研究. 53. 1-10 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 浅子和美, 加納 悟, 和合 肇: "景気実感と政策効果を反映する景気局面モデル"フィナンシャル・レビュー. 57. 91-101 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Fujino, T., Tarumi, T.: "PRAM and its Influence of Multivariate Analyses"Bulletion of the International Statistical Institute, 53^<rd> Session, Contributed Papers. 1. 153-154 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 岩崎 学: "エコノミスト社"不完全データの統計解析. 348 (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yamato, H., Sibuya, M. and Nomachi, T.: "Ordered sample from two-parameter GEM distribution"Statistics and Probability Letters. 55. 19-27 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sibuya, M. andYamato, H.,: "Pitman's model of random partition,"RIMS Kokyurok, Kyoto University. 1240. 64-73 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yamato, H, and Sibuya, M.: "Moments of some statistics of Pitman sampling formula,"Bulletin of Information and Cybernetics. 32. 1-10 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Fujino, T. and Tarumi, T.: "PRAM and its influence of multivariate analysis,"Bulletin of the International Statistical Institute, 53rd Session. CP-1. 153-154 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Takekoshi, K. and Iwasaki, M: "Sample size estimation and power assessment in testing for two binomial parameters in two-stage sampling procedures, (in Japanese)"Japanese Journal of Applied Statistics. 30. 91-105 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sai, S.,: "Restricted maximum likelihood estimation for population size indexes, (in Japanese)"Journal of Okayama Shoka University. 37. 61-79 (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sai, S.,: "Microdata disclosure risk assessement based on the expected number of predicted individuals, (in Japanese)"Proceedings of the Institute of Statistical Mathematics.. 48. 229-251 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Sai, S. and Takemura, A.,: "Some models for merging groups in microdata, (in Japanese)"Japanese Journal of Applied Statistics. 29. 63-82 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yamato, H., Sibuya, M., Nomachi, T.: "Ordered sample from two-parameter GEM distribution"Statistics and Probability Letters. 55. 19-27 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Sibuya, M., Yamato, H.: "Pitman's model of random partitions"RIMS Kokyuroku. 1240. 64-73 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 竹越香苗, 岩崎 学: "2段階抽出による2つの二項確率の検定におけるサンプルサイズの推定と検出力の評価"応用統計学. 30. 91-106 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 加納 悟: "景気動向のモデル分析:そのフロンティア"経済研究. 53(印刷中). (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] 浅子和美, 加納 悟, 和合 肇: "景気実感と政策効果を反映する景気局面モデル"フイナンシャル・レビュー. 57. 91-101 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Fujino, T, Tarumi, T: "PRAM and its Influence of Multivariate Analyses"Bulletin of the International Statistical Institute, 53^<rd> Session, Contributed Papers. 1. 153-154 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 岩崎 学: "エコノミスト社"不完全データの統計解析. 348 (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Yamato,H.and Sibuya,M: "Moments of statistics of Pitman sampling formula"Bulletin of Informatics and Cybernetics. 32-1. 1-10 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 渋谷政昭: "調査データ公有化における理論的技術的課題"松田芳郎,浜砂敬郎,森博美 編 講座「ミクロ統計分析」日本評論社. 第1巻第3章1節. 145-167 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 佐井至道: "予測個体数の期待値に基づく個票データのリスク評価"統計数理. 48-1. 229-251 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 佐井至道,竹村彰通: "個票データにおける分類の併合モデル"応用統計学. 29-2. 63-82 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Wago,H.and Kanoh,S: "The characteristic of the Japanese business cycle asymmetry"Proceedings of the 7th Japan-China Symposium on Statistics, Tokyo. Vol.7. 187-188 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Hashimoto,A.,Miyano,H.and Taguri,M.: "Numerical consideration on maximizing correlation coefficient under non linear constraints"Proceedings of the 7th Japan-China Symposium on Statistics, Tokyo. Vol.7. 383-384 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 佐井 至道、加納 悟: "サンプリング法を考慮した労働力調査の個票データの一意性の検討"岡山商大論叢. 35-2. 65-120 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Nomachi,T.and Yamato,H.: "The expectation of random functionals with Dirichlet process and its applications"Bulletion of Fnformation and Cybernetics. 31-2. 165-178 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 岩崎 学: "データマイニングと知識発見-統計学の視点から-"行動計量学. 26-. 46-58 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Sakurai,H.,Taguri,M.and Ishiduka,M.: "Two estimated snow load curbes and the boot-strap significance test"Journal of Japanese Soc.Computational Statistics. to appear

    • Related Report
      1999 Annual Research Report
  • [Publications] Sumita,U.,Sibuya,M.and Miyawaki,N.: "Analysis of multiple queues with passing serbers"J.G.Shanthikumar and U.Sumita(Eds.)Applied Probability and Stochastic Processes,Kluwer. 247-262 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 渋谷 政昭: "調査データ公有化における理論的技術的課題"松田 芳郎、他、編「ミクロ統計」第1巻 第2章 1節 日本評論社. 145-167 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 垂水 共之: "Lisp Statによる統計解析入門"共立出版. 156 (1999)

    • Related Report
      1999 Annual Research Report

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

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