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Development of algorithms for estimating dynamic structural models

Research Project

Project/Area Number 21830036
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Economic statistics
Research InstitutionHitotsubashi University

Principal Investigator

SHIMOTSU Katsumi  Hitotsubashi University, 大学院・経済学研究科, 教授 (50547510)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥2,639,000 (Direct Cost: ¥2,030,000、Indirect Cost: ¥609,000)
Fiscal Year 2010: ¥1,248,000 (Direct Cost: ¥960,000、Indirect Cost: ¥288,000)
Fiscal Year 2009: ¥1,391,000 (Direct Cost: ¥1,070,000、Indirect Cost: ¥321,000)
Keywords構造的計量経済モデル / 動的最適化 / アルゴリズム / 不動点問題 / 漸近理論
Research Abstract

This research project develops a new procedure for estimating the dynamic structural models, namely, the econometric models that require solving a dynamic programming (fixed point) problem. The new estimation algorithm has two attractive features : (1) it is computationally less demanding than the existing methods, and (2) it is applicable to a wide range of dynamic structural models. Further, I analyze the asymptotic property of the proposed algorithm, and I demonstrate the practical applicability of the proposed algorithm by computer simulations.

Report

(3 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • Research Products

    (18 results)

All 2011 2010 2009

All Journal Article (6 results) (of which Peer Reviewed: 5 results) Presentation (12 results)

  • [Journal Article] Sequential Estimation of Dynamic Programming Models with Unobserved Heterogeneity.2011

    • Author(s)
      Hiroyuki Kasahara, Katsumi Shimotsu.
    • Journal Title

      Discussion papers, Graduate School of Economics, Hitotsubashi University 2011-03

      Pages: 1-33

    • URL

      http://hdl.handle.net/10086/18960

    • Related Report
      2010 Final Research Report
  • [Journal Article] Sequential Estimation of Dynamic Programming Models with Unobserved Heterogeneity2011

    • Author(s)
      Hiroyuki Kasahara, Katsumi Shimotsu
    • Journal Title

      Discussion papers, Graduate School of Economics, Hitotsubashi University

      Volume: 2011-03 Pages: 1-33

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decline in the Persistence of Real Exchange Rates, but Not Sufficient for Purchasing Power Parity.2010

    • Author(s)
      Tatsuyoshi Okimoto, Katsumi Shimotsu.
    • Journal Title

      Journal of the Japanese and International Economies 24

      Pages: 395-411

    • NAID

      120006929955

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Exact Local Whittle Estimation of Fractional Integration with Unknown Mean and Time Trend2010

    • Author(s)
      Katsumi Shimotsu.
    • Journal Title

      Econometric Theory 26

      Pages: 501-540

    • NAID

      120004205501

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Decline in the persistence of real exchange rates, but not sufficient forpurchasing power parity2010

    • Author(s)
      Tatsuyoshi Okimoto, Katsumi Shimotsu
    • Journal Title

      Journal of the Japanese and InternationalEconomies

      Volume: 24 Pages: 395-411

    • NAID

      120006929955

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Exact Local Whittle Estimation of Fractional Integration with UnknownMean and Time Trend2010

    • Author(s)
      Katsumi Shimotsu
    • Journal Title

      Econometric Theory

      Volume: 26 Pages: 501-540

    • NAID

      120004205501

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] Sequential Estimation of Structural Models with a Fixed Point Constraint2010

    • Author(s)
      下津克己
    • Organizer
      第13回情報論的学習理論ワークショップ
    • Place of Presentation
      東京大学
    • Year and Date
      2010-11-06
    • Related Report
      2010 Final Research Report
  • [Presentation] Sequential Estimation of Structural Models with a Fixed Point Constraint2010

    • Author(s)
      下津克己
    • Organizer
      第13回情報論的学習理論ワークショップ
    • Place of Presentation
      東京大学(招待講演)
    • Year and Date
      2010-11-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] Nonparametric Identification of Multivariate Mixtures2010

    • Author(s)
      下津克己
    • Organizer
      27th Annual Meeting of Canadian Econometric Study Group
    • Place of Presentation
      バンクーバー
    • Year and Date
      2010-10-22
    • Related Report
      2010 Final Research Report
  • [Presentation] Nonparametric Identification of Multivariate Mixtures2010

    • Author(s)
      下津克己
    • Organizer
      27th Annual Meeting of Canadian Econometric Study Group
    • Place of Presentation
      ブリティッシュ・コロンビア大学(バンクーバー)カナダ
    • Year and Date
      2010-10-22
    • Related Report
      2010 Annual Research Report
  • [Presentation] Sequential Estimation of Dynamic Programming Models2010

    • Author(s)
      下津克己
    • Organizer
      日本経済学会2010年度春季大会
    • Place of Presentation
      千葉大学
    • Year and Date
      2010-06-05
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Nonparametric Identification of Multivariate Mixtures2010

    • Author(s)
      下津克己
    • Organizer
      2010 Tsinghua Econometrics Conference in Beijing
    • Place of Presentation
      清華大学(中国)
    • Year and Date
      2010-05-23
    • Related Report
      2010 Final Research Report
  • [Presentation] Nonparametric Identification of Multivariate Mixtures2010

    • Author(s)
      下津克己
    • Organizer
      2010Tsinghua Econometrics Conference in Beijing.
    • Place of Presentation
      清華大学(中国)
    • Year and Date
      2010-05-23
    • Related Report
      2010 Annual Research Report
  • [Presentation] Sequential estimation of dynamic programming models with Unobserved Heterogeneity2009

    • Author(s)
      下津克己
    • Organizer
      26th Annual Meeting of Canadian Econometric Study Group
    • Place of Presentation
      Chateau Laurier(オタワ)
    • Year and Date
      2009-09-19
    • Related Report
      2010 Final Research Report
  • [Presentation] Sequential estimation of dynamic programming models with Unobserved Heterogeneity2009

    • Author(s)
      下津克己
    • Organizer
      26th Annual Meeting of Canadian Econometric Study Group
    • Place of Presentation
      Chateau Laurier (オタワ)
    • Year and Date
      2009-09-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] Sequential estimation of dynamic programming models with Unobserved Heterogeneity2009

    • Author(s)
      下津克己
    • Organizer
      2009 Far East and South Asia Meeting of the Econometric Society
    • Place of Presentation
      東京大学
    • Year and Date
      2009-08-05
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Sequential estimation of dynamic programming models2009

    • Author(s)
      下津克己
    • Organizer
      2009 North American Summer Meeting of the Econometric Society
    • Place of Presentation
      ボストン大学
    • Year and Date
      2009-06-06
    • Related Report
      2010 Final Research Report
  • [Presentation] Sequential estimation of dynamic programming models2009

    • Author(s)
      下津克己
    • Organizer
      2009 North American Summer Meeting of the Econometric Society
    • Place of Presentation
      ボストン大学 (アメリカ)
    • Year and Date
      2009-06-06
    • Related Report
      2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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