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2001 Fiscal Year Final Research Report Summary

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)
Project Period (FY) 1999 – 2001
Keywordsincomplete data / partition vector / Post Random Method / Pitman's model / private data protection / random partition / unique in sampule and population
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.

  • Research Products

    (15 results)

All Other

All Publications (15 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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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
  • [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

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Published: 2003-09-17  

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