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Development of Multivariate Analysis for Mesh Data with Preliminary Information and its Application

Research Project

Project/Area Number 05680246
Research Category

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

Allocation TypeSingle-year Grants
Research Field Statistical science
Research InstitutionHokkaido University

Principal Investigator

SAITO Takayuki  Hokkaido University, Faculty of letters Professor, 文学部, 教授 (70113561)

Co-Investigator(Kenkyū-buntansha) IKEDA Tohru  Hokkaido University, Faculty of letters Assistant, 文学部, 助手 (50202891)
OTSU Tatsuo  Hokkaido University, Faculty of letters Associate Professor, 文学部, 助教授 (10203829)
Project Period (FY) 1993 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 1994: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1993: ¥700,000 (Direct Cost: ¥700,000)
KeywordsMesh Data / Multivariate Analysis / Prior Information / Redundancy Analysis / Bays Estimation / Canonical Regression Analysis / 行動圏
Research Abstract

When an environmental or ecological survey is conducted in a region, observations are often taken at each mesh cell in the region and recorded as multivariate data. In certain situations, there may be prior information about the variates or the cells, which is provided independently of the survey. In this study, we developed two procedures to analyze the multivariate data, incorporationg the prior infromation in the analyzes. One procedure deals with asymmetrical relationship among cells and performs analysis on the basis of least squares criterion. The otherdeals with the information about the variates or the cells and performs analysis accoding to Bays estimation. Both procedures have been found to work successfully. For possible application of the procedures, ecological data files were constructed for investigatation of home ranges of raccoons and other animals.

Report

(3 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • Research Products

    (20 results)

All Other

All Publications (20 results)

  • [Publications] T.Saito: "Relatioships between redundancy analysis and canonical regression analysis." Journal of the Japan Statistical Society. 25. 印刷中 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 齋藤尭幸: "冗長性分析と正準回帰分析の比較" 第62回日本統計学会講演報告集. 186-187 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 大津起夫: "Prolog による線形モデルの表現と探索" 第22回日本行動計量学会発表論文抄録集. 298-301 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 齋藤尭幸 他共著者2名: "正準相関分析と冗長性分析の比較研究(2)植生データの分析" Hokkaido Behavioral Science Report, Series M(S). 18. 1-40 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] T.Saito: "Multivariate analysis of environmental data with asymmetrical relationship among locations." Hokkaido Behavioral Science Report, Series M. 22. 1-12 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] T.Saito: "Comparison of canonical regression analysis with redundancy analysis." Hokkaido Behavioral Science Report, Series M. 23. 1-8 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Saito, T.: "Relationships between redunancy analysis and canonical regression analysis." Journal of the Japan Statistical Society. 25(in press). (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Saito, T.: "Comparison of redundancy analysis with canonical regression analysis." Proceedings of the 62nd Japan Statistical Society. (in Japanese). 186-187 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Otsu, T.: "Linear model presentation on Prolog." Proceedings of the 22nd Japan Behaviormetric Society Meeting. (in Japanese). 298-301 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Saito, T., Nakajima, A.& Osanai, M.: "Comparative study on redundancy analysis and canonical regression analysis of vegetation data." Hokkaido Behavioral Science Report, Series M(S). 18 (in Japanese). 1-40 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Saito, T.: "Multivariate analysis of environmental data with asymmetrical relationships among locations." Hokkaido Behavioral Science Report, Series M. 22. 1-12 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Saito, T.: "Comparison of canonical regression analysis with redundancy analysis." Hokkaido Behaviroral Science Report, Series M. 23. 1-8 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] T.Saito: "Relationships between redundancy analysis and canonical regression analysis." Journal of the Japan Statistical Society. 25(印刷中). (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 斎藤尭幸: "冗長性分析と正準回帰分析の比較" 第62回日本統計学会講演報告集. 186-187 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 大津起夫: "Prologによる線形モデルの表現と探索" 第22回日本行動計量学会発表論文抄録集. 298-301 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] T.Saito: "Multivariate analysis of environmental data with asymmetrical relationship among locations." Hokkaido Behavioral Science Report,Series M. 22. 1-12 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] T.Saito: "Comparison of canonical regression analysis with redundancy analysis." Hokkaido Behavioral Science Report,Series M. 23. 1-8 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 齋藤尭幸 他共著者1名: "冗長性分析とその関連手法の展望" Hokkaido Behavioral Science Report,Series M(S). 16. 1-22 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 齋藤尭幸 他共著者2名: "正準相関分析と冗長性分析の比較研究(2)植生データの分析" Hokkaido Behavioral Science Report,Series M(S). 18. 1-40 (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 齋藤尭幸: "セル関係を組み入れたメッシュデータの解析" 第61回日本統計学会講演報告集. 281-283 (1993)

    • Related Report
      1993 Annual Research Report

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Published: 1993-04-01   Modified: 2016-04-21  

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