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Bayesian estimation of a DSGE model with asset prices

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  • Kliem, Martin
  • Uhlig, Harald

Abstract

This paper presents a novel Bayesian method for estimating dynamic stochastic general equilibrium (DSGE) models subject to a constrained posterior distribution of the implied Sharpe ratio. We apply our methodology to a DSGE model with habit formation in consumption and leisure, using an estimate of the Sharpe ratio to construct the constraint. We show that the constrained estimation produces a quantitative model with both reasonable asset-pricing as well as business-cycle implications.

Suggested Citation

  • Kliem, Martin & Uhlig, Harald, 2013. "Bayesian estimation of a DSGE model with asset prices," Discussion Papers 37/2013, Deutsche Bundesbank.
    • Handle: RePEc:zbw:bubdps:372013
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    File URL: https://www.econstor.eu/bitstream/10419/85251/1/770381308.pdf
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    References listed on IDEAS

    as
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    Full references (including those not matched with items on IDEAS)

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    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Bayesian estimation of a DSGE model with asset prices
      by Christian Zimmermann in NEP-DGE blog on 2013-11-19 10:23:01

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    Cited by:

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    2. Sandra Eickmeier & Norbert Metiu & Esteban Prieto, 2016. "Time-varying volatility, financial intermediation and monetary policy," CAMA Working Papers 2016-32, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    3. Alexander Meyer-Gohde, 2014. "Risky Linear Approximations," SFB 649 Discussion Papers SFB649DP2014-034, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    4. George Economides & Dimitris Papageorgiou & Apostolis Philippopoulos, 2017. "The driving forces of the current Greek great depression," Working Papers 201703, Athens University Of Economics and Business, Department of Economics.
    5. Papageorgiou, Dimitris & Vourvachaki, Evangelia, 2017. "Macroeconomic effects of structural reforms and fiscal consolidations: Trade-offs and complementarities," European Journal of Political Economy, Elsevier, vol. 48(C), pages 54-73.
    6. Kliem, Martin & Kriwoluzky, Alexander & Sarferaz, Samad, 2016. "Monetary–fiscal policy interaction and fiscal inflation: A tale of three countries," European Economic Review, Elsevier, vol. 88(C), pages 158-184.
    7. Burkhard Heer & Alfred Maussner & Bernd Suessmuth, 2018. "Cyclical Asset Returns in the Consumption and Investment Goods Sector," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 28, pages 51-70, April.
    8. Dimitris Papageorgiou & Evangelia Vourvachaki, 2015. "The Macroeconomic Impact of Structural Reforms in Product and Labour Markets: Trade-Offs and Complementarities," Working Papers 197, Bank of Greece.
    9. Dimitris Papageorgiou, 2014. "BoGGEM: a dynamic stochastic general equilibrium model for policy simulations," Working Papers 182, Bank of Greece.
    10. Meyer-Gohde, Alexander, 2015. "Risk-Sensitive Linear Approximations," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113057, Verein für Socialpolitik / German Economic Association.

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    More about this item

    Keywords

    Bayesian estimation; stochastic steady-state; prior choice; Sharpe ratio;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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