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Stochastic Regression Models and Their Applications

Research Project

Project/Area Number 22530210
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Economic statistics
Research InstitutionNagoya City University

Principal Investigator

HODOSHIMA Jiro  名古屋市立大学, 大学院・経済学研究科, 教授 (30181514)

Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2011: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords計量経済学 / 経済統計学 / bootstrap / 条件付分散 / 漸近分散の推定 / 統計的推測
Research Abstract

I have found some properties of the maximum likelihood estimator and its likelihood function in the conditional t distribution model, where heteroskedasticity occurs as a conditional variance. In particular, I have discovered the degrees of freedom is estimable, contrary to the previous claim in the literature, and its estimation is most successful when estimated using the joint likelihood function. I have also obtained a property related to measures of nonnormality for the asymptotic variances of the least squares estimator of linear asset pricing models when the data generating process is dependent. In addition, I have estimated the effect of the Fukushima nuclear disaster on stock returns of electricity power and gas utilities in Japan.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (18 results)

All 2013 2012 2011 2010 Other

All Journal Article (10 results) (of which Peer Reviewed: 4 results) Presentation (4 results) Book (3 results) Remarks (1 results)

  • [Journal Article] 福島原発事故の電力会社とガス会社の株価への影響2013

    • Author(s)
      程島次郎
    • Journal Title

      国際地域経済研究

      Volume: 13巻 Pages: 17-25

    • NAID

      40020133201

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Journal Article] The effect of estimation of unknown degrees of freedom on estimation of remaining parameters in Spanos'conditional t heteroskedastic model2013

    • Author(s)
      Jiro Hodoshima
    • Journal Title

      Communications in Statistics-Simulation and Computation

      Volume: Vol. 42 Pages: 1727-1749

    • DOI

      10.1080/03610918.2012.675112

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
    • Peer Reviewed
  • [Journal Article] Reexamination of the robustness of the Fama-French three-factor model2012

    • Author(s)
      Masayuki Hirukawa and Jiro Hodoshima
    • Journal Title

      Nagoya City University Discussion Papers in Economics

      Volume: No. 561 Pages: 1-36

    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Journal Article] Finite-sample properties of the conditional maximum likelihood estimator and block-diagonality of the information matrix in Spanos'conditional t heteroskedastic model2012

    • Author(s)
      Jiro Hodoshima
    • Journal Title

      Nagoya City University Discussion Papers in Economics

      Volume: No. 559 Pages: 1-24

    • Related Report
      2012 Final Research Report
  • [Journal Article] Finite-sample properties of the conditional maximum likelihood estimator and block-diagonality of the information matrix in Spanos' conditional t heteroskedastic model2012

    • Author(s)
      Jiro Hodoshima
    • Journal Title

      Nagoya City University Discussion Papers in Economics

      Volume: 559 Pages: 1-24

    • Related Report
      2012 Annual Research Report
  • [Journal Article] On the properties of the likelihood function of Spanos' conditional t heteroskedastic model2012

    • Author(s)
      Jiro Hodoshima
    • Journal Title

      Communications in Statistics-Theory and Methods

      Volume: (掲載確定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The effect of estimation of unknown degrees of freedom on estimation of remaining parameters in Spanos' conditional t heteroskedastic model2012

    • Author(s)
      Jiro Hodoshima
    • Journal Title

      Communications in Statistics-Simulation and Computation

      Volume: (掲載確定)

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The effect of estimation of unknown degrees of freedom on estimation of remaining parameters in Spanos' conditional t heteroskedastic model2011

    • Author(s)
      Jiro Hodoshima
    • Journal Title

      Discussion Papers in Economics, Nagoya City University

      Volume: 530 Pages: 1-19

    • Related Report
      2010 Annual Research Report
  • [Journal Article] On the properties of the likelihood function of Spanos' conditional t heteroskedastic model2010

    • Author(s)
      Jiro Hodoshima
    • Journal Title

      mimeograph

      Pages: 1-27

    • Related Report
      2010 Annual Research Report
  • [Journal Article] On the properties of the likelihood function of Spanos'conditional t heteroskedastic model

    • Author(s)
      Jiro Hodoshima
    • Journal Title

      Communications in Statistics-Theory and Methods

      Volume: (掲載確定)

    • Related Report
      2012 Final Research Report
    • Peer Reviewed
  • [Presentation] The effect of the Fukushima nuclear accident on bond risk premia and stock returns of electric power and gas utilities2013

    • Author(s)
      Jiro Hodoshima
    • Organizer
      名古屋市立大学経済研究所プロジェクト報告会
    • Place of Presentation
      名古屋市立大学滝子キャンパス3号館大学院第4教室
    • Year and Date
      2013-03-01
    • Related Report
      2012 Final Research Report
  • [Presentation] The effect of the Fukushima nuclear accident on bond risk premia and stock returns of electric power and gas utilities2013

    • Author(s)
      程島次郎
    • Organizer
      名古屋市立大学経済研究所プロジェクト報告会
    • Place of Presentation
      名古屋市立大学滝子キャンパス3号館大学院第4教室(愛知県名古屋市)
    • Related Report
      2012 Annual Research Report
  • [Presentation] On the properties of the likelihood function of Spanos'conditional t heteroskedastic model2011

    • Author(s)
      Jiro Hodoshima
    • Organizer
      4th conference of the Thailand Econometric Society
    • Place of Presentation
      Chiang Mai University, Thailand
    • Year and Date
      2011-01-13
    • Related Report
      2012 Final Research Report
  • [Presentation] On the properties of the likelihood function of Spanos' conditional t heteroskedastic model2011

    • Author(s)
      Jiro Hodoshima
    • Organizer
      4th conference of the Thailand Econometric Society
    • Place of Presentation
      Chiang Mai University, Thailand
    • Year and Date
      2011-01-13
    • Related Report
      2010 Annual Research Report
  • [Book] 経済時系列ハンドブック(「CAPM とマルチファクターモデルとポートフォリオ」)2012

    • Author(s)
      程島次郎
    • Publisher
      朝倉書店
    • Related Report
      2012 Final Research Report
  • [Book] 経済時系列ハンドブック(分担執筆)2012

    • Author(s)
      程島次郎
    • Publisher
      朝倉書店
    • Related Report
      2012 Annual Research Report
  • [Book] CAPMとマルチファクターモデルとポートフォリオ「経済時系列ハンドブック」(分担執筆)2012

    • Author(s)
      程島次郎
    • Total Pages
      11
    • Publisher
      朝倉書店(発行確定)
    • Related Report
      2011 Annual Research Report
  • [Remarks]

    • URL

      https://nrd.nagoya-cu.ac.jp/profile/ja.sR78gGR6S.eXDIaMnjO3DA==.html

    • Related Report
      2012 Final Research Report

URL: 

Published: 2010-08-23   Modified: 2019-07-29  

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