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Inference on nonstationary long memory models

Research Project

Project/Area Number 24730194
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Economic statistics
Research InstitutionUniversity of Hyogo (2013)
Waseda University (2012)

Principal Investigator

YAMAGUCHI Keiko  兵庫県立大学, 経済学部, 講師 (60534964)

Project Period (FY) 2012-04-01 – 2014-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2013: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2012: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Keywords経済統計学 / 時系列分析
Research Abstract

I consider two tests: (1) a test of long memory versus spurious long memory, and (2) a diagnostic test for fractional cointegration. These are applicable to not only stationary long memory but also some nonstationary series. In (1), I propose a test statistics, derive its limiting distribution and show that the test is consistent. Simulations show that it has good power in some cases. The test is applied to forward discount rates. In (2), I confirm that the test is more powerful than the existing one via simulations, when the integration orders are known.

Report

(3 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • Research Products

    (4 results)

All 2012

All Presentation (4 results) (of which Invited: 1 results)

  • [Presentation] Waseda Statistical Symposium on Time Series and Related Topics2012

    • Author(s)
      山口圭子
    • Organizer
      A simple Test of Long Memory Versus Structural Breaks
    • Place of Presentation
      早稲田大学
    • Year and Date
      2012-07-07
    • Related Report
      2013 Final Research Report
  • [Presentation] Statistical models for financial dataIII2012

    • Author(s)
      山口圭子
    • Organizer
      Estimating a change point in the long memory parameter
    • Place of Presentation
      Graz University of Technology, オーストリア
    • Year and Date
      2012-05-24
    • Related Report
      2013 Final Research Report
  • [Presentation] Estimating a change point in the long memory parameter2012

    • Author(s)
      Keiko Yamaguchi
    • Organizer
      Statistical models for financial data III
    • Place of Presentation
      Graz University of Technology, Austria
    • Related Report
      2012 Research-status Report
    • Invited
  • [Presentation] A Simple Test of Long Memory Versus Structural Breaks2012

    • Author(s)
      Katsumi Shimotsu and Keiko Yamaguchi
    • Organizer
      Waseda Statistical Symposium on Time Series and Related Topics
    • Place of Presentation
      早稲田大学
    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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