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Bayesian Analysis on Dynamic Multivariate Discrete Choice Models and Its Applications

Research Project

Project/Area Number 19530177
Research Category

Grant-in-Aid for Scientific Research (C)

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

Principal Investigator

HASEGAWA Hikaru  Hokkaido University, 大学院・経済学研究科, 教授 (30189534)

Project Period (FY) 2007 – 2009
Project Status Completed (Fiscal Year 2009)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2008: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2007: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsベイズ統計学 / MCMC / 多変量順序プロビット / 動学的順序プロビットモデル / 順序プロビット / 動学的離散選択モデル / 順序プロビットモデル
Research Abstract

In this research project, I consider the Bayesian method for estimating the multivariate ordered probit model and the dynamic panel ordered probit model. Further, I propose a method for estimating the coefficients of ordinal endogenous explanatory variables from the posterior results obtained for multivariate ordered probit model. I apply the methods to the estimation of subjective well-being equations by using the micro-level survey data. Since one of the merits of Bayesian analysis is that the value of latent variable for probit models can be obtained directly from the posterior results, I propose a new inequality measure for subjective well-being by using the posterior results.

Report

(4 results)
  • 2009 Annual Research Report   Final Research Report ( PDF )
  • 2008 Annual Research Report
  • 2007 Annual Research Report
  • Research Products

    (7 results)

All 2010 2009 Other

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (1 results) Remarks (1 results)

  • [Journal Article] 観光客の期待と満足度2010

    • Author(s)
      長谷川光
    • Journal Title

      消費者行動研究 (近刊)

    • NAID

      130007473142

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analyzing tourists' satisfaction : A multivariate ordered probit approach2010

    • Author(s)
      Hikaru Hasegawa
    • Journal Title

      Tourism Management 31(1)

      Pages: 86-97

    • NAID

      120001768671

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analyzing tourists' satisfaction : A multivariate ordered probit approach2010

    • Author(s)
      Hikaru Hasegawa
    • Journal Title

      Tourism Management 31

      Pages: 86-97

    • NAID

      120001768671

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian dynamic panel-ordered probit model and its application to subjective well-being2009

    • Author(s)
      Hikaru Hasegawa
    • Journal Title

      Communications in Statistics - Simulationand Computation 38(6)

      Pages: 1321-1347

    • NAID

      120002128715

    • Related Report
      2009 Final Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian dynamic panel-ordered probit model and its application to subjective well-being2009

    • Author(s)
      Hikaru Hasegawa
    • Journal Title

      Communications in Statistics-Simulation and Computation 38

      Pages: 1321-1347

    • NAID

      120002128715

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Bayesian analysis of self-assessed health2010

    • Author(s)
      Hikaru Hasegawa
    • Organizer
      愛知老年学的評価研究 (AGES : Aichi Gerontological Evaluation Study)
    • Place of Presentation
      日本福祉大学
    • Year and Date
      2010-01-11
    • Related Report
      2009 Final Research Report
  • [Remarks]

    • URL

      http://www.econ.hokudai.ac.jp/~hasegawa/

    • Related Report
      2009 Final Research Report

URL: 

Published: 2007-04-01   Modified: 2016-04-21  

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