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Studies on Knowledge System for Statistical Data Analysis

Research Project

Project/Area Number 63490015
Research Category

Grant-in-Aid for General Scientific Research (B)

Allocation TypeSingle-year Grants
Research Field 広領域
Research InstitutionKyushu University

Principal Investigator

ASANO Chooichiro  Kyushu University Dept. of Sc. Professor, 理学部, 教授 (30037288)

Co-Investigator(Kenkyū-buntansha) WATANABE Michiko  Kyushu University Dept. of Ec. Assoc. Professor, 経済学部, 助教授 (50150397)
KAWAGUCHI Tsunemasa  Kyushu University Dept. of Agr. Professor, 農学部, 教授 (00003129)
NIKI Naoto  Kyushu University Dept. of Sc. Assoc.Professor, 理学部, 助教授 (10000209)
Project Period (FY) 1988 – 1989
Project Status Completed (Fiscal Year 1989)
Budget Amount *help
¥4,100,000 (Direct Cost: ¥4,100,000)
Fiscal Year 1989: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 1988: ¥3,300,000 (Direct Cost: ¥3,300,000)
KeywordsMicro-NISAN System / MLE system / Knowledge system for data analysis / Statistical analysis system / System-lead data-analysis / Latent structure analysis / Optimal procedure of inference / 線形連立潜在構造方程式モデル / 知識システム / 推測手順選択 / システム誘導方式 / セミエキスパートシステム / 線形潜在構造連立方程式モデル / 統計的データ解析
Research Abstract

The purpose of the present project is to study theories of a knowledge-system for statistical data analysis and to construct concretely the software system, to be used commonly on personal computers.
As a whole, the project progressed favorably in research and development. Firstly, an intelligent support system was completed successfully for a sampling survey with very complicated structure, as shown in complex questionnaires, and was presented at domestic and international meetings. Secondly, for an intelligent system of numerical analysis. methods or maximum likelihood estimation are considered, and a system MLE-SYS was studied and constructed on a personal computer, like NEC PC-9801, J- 3100 and so on. The MLE-SYS system was able to have the most useful 22 analytical methods 'With intelligent know-how to apply their numerical methods to data. this system was also presented with several illustrations at an international meeting. Thirdly, regarding statistical inference based or) sever … More al kinds of data, practical determination of processes of statistical methods was investigated theoretically and confirmatively in view of the optimality. the inference procedures of statistical methods are essentially based on phenomena, and how to recognize the mathematical model is our goal.
Therefore we made our most effort for this inference problem in view of statistical properties of the process. Thus the software system of intelligent system-lead type was studied, and was immediately realized to Micro-NISAN system we have developed for several years. As the application) of this system, many newly-developed sampling plans with inspection-process were proposed. All of these results were presented partially at intenational meetings, where some were invited. The Micro-NISAN system is avilable to educate mathematical statistics, too. Fourthly, analytical methods were studied for latent binary trait class, and were obtained to solve the problem. Fifthly, symbolic algorithms were studied for multivariate analysis, and the obtained results were presented as an invited topic at an international meeting. (See more details in the respective papers shown in this Report.) Less

Report

(3 results)
  • 1989 Annual Research Report   Final Research Report Summary
  • 1988 Annual Research Report
  • Research Products

    (29 results)

All Other

All Publications (29 results)

  • [Publications] Ch.Asano: "NISAN and Micro-NISAN System for Tools of Designing Sampling Inspection Plans" Proc.First Asian Congress on Quality and Reliability. 1. 590-600 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] H.Kimura: "The First Version of Micro-NISAN Sysrem" Proc.3-rd Japan-China Symp.Statist.1. 298-306 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] H.Douke: "A Maximum Likelihood Estimation System for Micro-Computers:MLE-SYS" Proc.3-rd Japan-China Symp.Statist.1. 374-388 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] H.Ke: "On Conditional Linear Structural Equations with Latent Variables" Bull.Inform.Cybern.v,23、No3. 171-181 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] H.-J.Sun: "Computing Normal Orthant Probabilities with a Jacobi Correlation Hatrix" Compt.Statist.Quarterly,Physica-Verlag. v,5、No.1. 27-41 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] N.Niki: "Symbolic Algorithms for Multivariate Analysis" Proc.5-th Japan-Korea Joint Conf.Statist.1. 23-25 (1988)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] P.K.Bose(代表): "Quality for Progress and Development" Wiley Eastern LTD., 876 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] 竹内啓(代表): "統計学辞典" 東洋経済新報社, 1185 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Ch. Asano: "NISAN and Micro-NISAN Systems for Tools of Designing Sampling Inspection Plans." Quality for Progress and Development, pp.590-600, Wiley Eastern Ltd., 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Ch. Asano and T. Okazaki: "On Sometimes Pooling of Data in View of L_1-Measure." Quality for Progress and Development, pp.645-653, Wiley Eastern Ltd., 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] H. Kimura and Ch. Asano: "The First Version of Micro-NISAN System." Proc. 3-rd Japan-China Symp. Statist. pp.298-306, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] H. Douke and Ch. Asano: "A Maximum Likelihood Estimation System for Micro-Computers : MLE-SYS." Proc. 3-rd Japan-China Symp. Statist. pp.374-388, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] H. Ke and Ch. Asano: "On Conditional Linear Structural Equations with Latent Variables." Bull. Inform. Cybern. Vol.23, No.3-4, pp.171-181, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] H.-J. Sun and Ch. Asano: "Computing Normal Orthant Probabilities with a Jacobi Correlation Matrix." Compt. Statist. Quarterly, Physica-Verlag Vol.5, No.1, pp.27-41, 1989.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] N. Niki: "Symbolic Algorithms for Multivariate Analysis." Proc. 5-th Japan-Korea Joint Conf. Statist. pp.23-25, 1988.

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1989 Final Research Report Summary
  • [Publications] Ch.Asano: "NISAN and Micro-NISAN Systems for Tools of Designing Sampling Inspection Plans" Proc.First Asian Congress on Quality and Reliability. 1. 590-600 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] H.Kimura: "The First Version of Micro-NISAN System" Proc.3-rd Japan-China Symp.Statist.1. 298-306 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] H.Douke: "A Maximum Likelihood Estimation System for Micro-Computers:MLE-SYS" Proc.3-rd Japan-China Symp.Statist.1. 374-388 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] H.Ke: "On Conditional Linear Structural Equations with Latent Variables" Bull.Inform.Cybern.V.23,No3. 171-181 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] H.-J.Sun: "Computing Normal Orthant Probabilities with a Jacobi Correlation Matrix" Compt.Statist.Quarterly,Physica-Verlag. V.5,No.1. 27-41 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] N.Niki: "Symbolic Algorithms for Multivariate Analysis" Proc.5-th Japan-Korea Joint Conf.Statist.1. 23-25 (1988)

    • Related Report
      1989 Annual Research Report
  • [Publications] P.K.Bose(代表): "Quality for Progress and Development" Wiley Eastern LTD., 876 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 竹内啓(代表): "統計学辞典" 東洋経済新報社, 1185 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] Ke,H.;Asano,Ch.: Behaviormetrika. 23. 1-10 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] Eshima,N.;Asano,Ch.: Behaviormetrika. 24. 25-32 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] Kurihara,K.;Asano,Ch.: Proc.5-th Japan-Korea Joint Conf.Statist.20-22 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] Douke,H.;Asano,Ch.: Proc.5-th Japan-Korea Joint Conf.Statist.140-143 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] Geng,Z.;Asano,Ch.: Jour.Japan.Soc.of Comput.Statistics. 1. 17-26 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] Sun,H.J.,Asano,Ch.: Jour.Japan.Soc.of Cpmput.Statistics. 1. 79-86 (1988)

    • Related Report
      1988 Annual Research Report

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Published: 1988-04-01   Modified: 2016-04-21  

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