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Application of Data-rich DSGE models to monetary and fiscal policies

Research Project

Project/Area Number 24530307
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Economic policy
Research InstitutionTokyo Metropolitan University

Principal Investigator

IIBOSHI Hirokuni  首都大学東京, 社会(科)学研究科, 教授 (90381441)

Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2014: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Keywordsマクロ経済動学 / 政策シミュレーション / マクロ変数の寄与度分解 / マクロ変数の予測分布 / データリッチ / DSGEモデル / マルコフスイッチDSGEモデル / マクロ計量モデル / ベイズ統計学 / データリッチ・アプローチ / MCMC / 経済政策 / マクロ計量経済モデル / レジームスイッチ型DSGEモデル / ゼロ金利制約下での金融政策 / DPによる政策シミュレーション / 経済統計学 / ベイズ統計(MCMC)
Outline of Final Research Achievements

In the DSGE model under data-rich environment in Japan, we used the model by Smets & Wouters (2003, 2007) and estimated with quarterly panel data consisting of 55 macroeconomic series. In the case of the U.S., we incorporated bank sectors into the model and estimated by using 40 series panel data and assuming time-varying volatilities for structural shocks. The historical decomposition derived from the estimated structural shocks showed time-varying volatilities draw different pictures from constant volatilities. In the Markov-switching DSGE model, we introduced the regime switching between aggressive and passive monetary policy rules under the zero lower bound.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report

Research Products

(10 results)

All 2016 2015 2013 2012 Other

All Journal Article (4 results) (of which Peer Reviewed: 2 results) Presentation (6 results)

  • [Journal Article] Monetary Policy Regime Shifts Under the Zero Lower Bound2016

    • Author(s)
      Hirokuni Iiboshi
    • Journal Title

      Economic Modelling

      Volume: 未定 Pages: 186-205

    • DOI

      10.1016/j.econmod.2014.11.026

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimating a DSGE Model for Japan in a Data-Rich Environment2015

    • Author(s)
      Hirokuni Iiboshi, Matsumae. Tatsuyoshi., Namba, Ryoichi. and Nishiyama, Shin-Ichi
    • Journal Title

      Journal of the Japanese and International Economies

      Volume: 36 Pages: 25-55

    • DOI

      10.1016/j.jjie.2015.02.001

    • NAID

      210000164895

    • ISSN
      0889-1583
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Prediction of Terms Structure with Potentially Misspecified Macro‐Finance Models near the2015

    • Author(s)
      Tsz‐Kin Chung and Hirokuni Iiboshi
    • Journal Title

      内閣府 経済社会総合研究所 Working Paper No.32

      Volume: Working Paper No.32 Pages: 1-45

    • Related Report
      2014 Annual Research Report
  • [Journal Article] Sources of Great Recession: A Bayesian Approach of a Data Rich DSGE model with2015

    • Author(s)
      Hirokuni Iiboshi, Matsumae. Tatsuyoshi., and Nishiyama, Shin-Ichi
    • Journal Title

      内閣府 経済社会総合研究所 Discussion Paper No.313

      Volume: Discussion Paper No.313 Pages: 1-57

    • Related Report
      2014 Annual Research Report
  • [Presentation] Sources of Great Recession: A Bayesian Approach of a Data Rich DSGE model with2015

    • Author(s)
      Hirokuni Iiboshi
    • Organizer
      46th Annual Conference of Money, Macro and Finance, Durham University
    • Place of Presentation
      イギリス、ダラム大学
    • Year and Date
      2015-09-17 – 2015-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] Monetary Policy Regime Shifts Under the Zero Lower Bound2015

    • Author(s)
      飯星 博邦
    • Organizer
      日本経済学会 春季大会
    • Place of Presentation
      同志社大学
    • Year and Date
      2015-06-14 – 2015-06-15
    • Related Report
      2014 Annual Research Report
  • [Presentation] Monetary Policy Regime Shifts Under the Zero Lower Bound2015

    • Author(s)
      Hirokuni Iiboshi
    • Organizer
      3rd International Symposium in Computational Economics and Finance
    • Place of Presentation
      フランス、パリ
    • Year and Date
      2015-04-10 – 2015-04-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] Sources of Great Recession: A Bayesian Approach of a Data Rich DSGE model with Time-Varying-Volatility Shocks2013

    • Author(s)
      H. Iiboshi, S.-I. Nishiyama, T. Matsumae
    • Organizer
      Western Economic Association, 10th Biennial Pacific Rim Conference
    • Place of Presentation
      慶応義塾大学
    • Related Report
      2012 Research-status Report
  • [Presentation] "Measuring the Effects of Monetary Policy: A DSGE-DFM Approach"2012

    • Author(s)
      Iiboshi, Hirokuni
    • Organizer
      日本経済学会春季大会
    • Place of Presentation
      北海道大学
    • Related Report
      2012 Research-status Report
  • [Presentation] Monetary Policy Regime Shifts under the Zero Lower Bound

    • Author(s)
      飯星 博邦
    • Organizer
      内閣府 ESRI-CEPREMAP Joint workshop
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report

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

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