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STATISTICAL THEORY FOR HIGHER ORDER NONSTATIONARY INTEGRATED AND COINTEGRATED PROCESSES

Research Project

Project/Area Number 05630012
Research Category

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

Allocation TypeSingle-year Grants
Research Field Economic statistics
Research InstitutionHITOTSUBASHI UNIVERSITY

Principal Investigator

TANAKA Katsuto  HITOTSUBASHI UNIVERSITY,PROFESSOR, 経済学部, 教授 (40126595)

Project Period (FY) 1993 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 1994: ¥300,000 (Direct Cost: ¥300,000)
Fiscal Year 1993: ¥1,700,000 (Direct Cost: ¥1,700,000)
KeywordsINTEGRATED PROCESS / COINTEGRATION / ASYMPTOTIC THEORY / BROWNIAN MOTION / LOCAL ALTERNATIVE / 非定常過程 / 共和分
Research Abstract

The present research has extended over two years. I first describe the results obtained each year and then give perspectives for further research.
1.1993
I analyzed a time series regression model, where the regressors are highly nonstationary and follow integrated processes. In particular statistics arising from processes of integration order greater than 1 are studied, and their limiting distributions are found and computed. In terms of numerical computation it is hard to deal with such higher order integrated processes, but I have devised a method for overcoming such difficulties. On the other hand I have found that the case of integration order of 1 is quite exceptional in terms of distribution theory, which corresponds, so to speak, to a singular point.
2.1994
A new testing procedure for testing if there exists cointegration among highly nonstationary variables. While conventional tests take no cointegration as the null, the suggested test takes cointegration as the null. I have derived, not only the limiting null, but also the limiting distributions under a sequence of local alternatives. The corresponding percent points are also computed.
3. On the basis of the above and other results I could write a manuscript during the term of project, which is to be published shortly. For further research I would like to suggest a method which enables us to deal with more complicated statistics than those analyzed in the present project. It is certaily difficult to do so as in the standard case, but I will try to find a clue to this extended problem.

Report

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

    (15 results)

All Other

All Publications (15 results)

  • [Publications] 田中勝人: "An alternative approach to the asymptotic theory of spurious regression,cointegration,and near cointegration" Econometric Theory. 9. 36-61 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 藤井光昭、渡辺則生、田中勝人、酒井英昭、川島利兵衛: "統計的時系列分析の現状と展望" 日本統計学会誌. 22. 375-411 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 田中勝人: "The optimality of extended score tests with applications to testing for a moving average unit root" Advances in Econometrics and Quolitative Economics(Maddala et.al)Blackwell社より出版に所収. (近刊). (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 田中勝人: "Nonstationary and Noninvertible Time Series Analysis:A Distribution Theory" John Wiley(予定), (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] ""An alternative approach to the asymptotic theory of spurious regression, cointegration, and near cointegration" Econometric Theory. vol.9. 36-61 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] with M.Huzii, N.Watanabe, H.Sakai and R.Kawashima: ""Recent developments and perspectives of statistical time series analysis, " (in Japanese)" Journal of the Japan Statistical Society. vol.22. 375-411 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] ""The optimality of extended score testes with applications to testing for a moving average unit root, " in Advances in Econometrics and Qualitative Economics" Maddala, G.S.Phillips P.C.B.and Srinivasan, T.N., eds., (Blackwell, Oxford). (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] "Nonstationary and Noninvertible Time Series Analysis" A Distributuion Theory.(from John Wiley, New York). (to be published). (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 田中勝人: "An alternative approch to the asymptotic theory of spurious segrossion,cointogration,and near cointegration" Eonometvi Thory. 9. 36-61 (1993)

    • Related Report
      1994 Annual Research Report
  • [Publications] 藤井光昭,田中勝人他3名: "統計的時系列分析の現状と展望" 日本統計学会誌. 22. 375-411 (1993)

    • Related Report
      1994 Annual Research Report
  • [Publications] 田中勝人: "The optimality of extended score tests with applications to testing for a moving average unit root" Advances in Ecnowetric and Qualitatime Econmies(Maddala et.al編)Blackwell社より出版に所収. (近刊). (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 田中勝人: "Nonstationary Noninvertible Time Series Analysis" John Wiley(予定), (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 藤井光昭,渡辺則生,田中勝人,酒井英昭,川島利兵衛: "統計的時系列分析の現状と展望" 日本統計学会誌. 22. 375-411 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] Katsuto Tanaka: "The Optimality of Extended Score Tests with Applications to Testing for a Moving Average Unit Root" Festschrift for Professor C.R.Rao(記念論文集). (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] Katsuto Tanaka: "An Alternative Approach to the Asymptotic Theory of Spurious Regression,Cointegration,and Near Cointegration" Econometric Theory. 9. 33-61 (1993)

    • Related Report
      1993 Annual Research Report

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

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