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The GM estimator of multiple equations panel data model with spatial auto-regressive disturbances

Research Project

Project/Area Number 20530176
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Economic statistics
Research InstitutionTokyo Institute of Technology

Principal Investigator

SHIMANE Tetsuya  Tokyo Institute of Technology, 大学院・情報理工学研究科, 助教 (90286154)

Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2008: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Keywords経済統計学 / 空間計量経済学 / 環境分析 / 還境分析
Research Abstract

Panel data is a data form that gained by repeated observation of same individuals, firms or regions. When we use panel data for regression analysis, we have to care about spatial correlation among the disturbances. We proposed the GM estimator for the panel data SUR model with spatial auto-regressive disturbances, and the GM estimator for the panel data model with serial and spatial autoregressive disturbances. These GM estimators need less computational load and require fewer assumptions on distribution of errors than the conventional ML estimators do. Then we examined their performances by numerical experiments.

Report

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

    (11 results)

All 2010 2008 2007 2004 1999 1998 1988 1981

All Journal Article (7 results) Presentation (4 results)

  • [Journal Article] Panel Data Model with Patially Correlated Error Components.2007

    • Author(s)
      Kapoor, M., H.H.Kelejian, I.R.Prucha
    • Journal Title

      Journal of Econometrics. Vol.140.No.1.

      Pages: 97-130

    • Related Report
      2010 Final Research Report
  • [Journal Article] Spatial and Spatiotemporal Econometrics.2004

    • Author(s)
      LeSage, J.P., R.K.Pace.eds.
    • Journal Title

      Advances in Econometrics.Elsevier Vol.18

    • Related Report
      2010 Final Research Report
  • [Journal Article] A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model.1999

    • Author(s)
      Kelejian, H.H., I.R.Prucha
    • Journal Title

      International Economic Review. Vol.40.No.2.

      Pages: 509-533

    • Related Report
      2010 Final Research Report
  • [Journal Article] Consistent covariance matrix estimation with spatially dependent panel data.1998

    • Author(s)
      Driscoll, J.C., A.C.Kraay
    • Journal Title

      The Review of Economics and Statistics. Vol.80.No.4.

      Pages: 549-560

    • Related Report
      2010 Final Research Report
  • [Journal Article] A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances.1998

    • Author(s)
      Kelejian, H.H., I.R.Prucha
    • Journal Title

      Journal of Real Estate Finance and Economics. Vol.17.No.1.

      Pages: 99-121

    • Related Report
      2010 Final Research Report
  • [Journal Article] Spatial Econometrics : Methods and Models.1988

    • Author(s)
      Anselin, L.
    • Journal Title

      Studies in Operational Regional Science Kluwer Academic Publishers.

    • Related Report
      2010 Final Research Report
  • [Journal Article] Spatial Processes : Models and Applications. London1981

    • Author(s)
      Cliff, A.D., J.K.Ord
    • Journal Title

      Pion.

    • Related Report
      2010 Final Research Report
  • [Presentation] 時系列の自己相関をする撹乱項をもつ空間パネルデータのGM推定量2010

    • Author(s)
      島根哲哉
    • Organizer
      日本経済学会
    • Place of Presentation
      千葉大学
    • Year and Date
      2010-06-06
    • Related Report
      2010 Final Research Report
  • [Presentation] 時系列の自己相関する撹乱項をもつ空間パネルデータのGM推定量2010

    • Author(s)
      島根哲哉
    • Organizer
      日本経済学会
    • Place of Presentation
      千葉大学
    • Year and Date
      2010-06-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] パネルデータのSAR 攪乱項を伴うSUR モデルの一般モーメント推定量の数値的検討2008

    • Author(s)
      島根哲哉
    • Organizer
      応用地域学会
    • Place of Presentation
      釧路公立大学
    • Year and Date
      2008-11-15
    • Related Report
      2010 Final Research Report
  • [Presentation] 空間的自己相関を持つパネルデータのSURモデルのGM推定量2008

    • Author(s)
      島根哲哉
    • Organizer
      日本経済学会春季大会
    • Place of Presentation
      東北大学
    • Year and Date
      2008-06-01
    • Related Report
      2010 Final Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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