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System Priors: Formulating Priors about DSGE Models' Properties

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  • Michal Andrle
  • Mr. Jaromir Benes

Abstract

This paper proposes a novel way of formulating priors for estimating economic models. System priors are priors about the model's features and behavior as a system, such as the sacrifice ratio or the maximum duration of response of inflation to a particular shock, for instance. System priors represent a very transparent and economically meaningful way of formulating priors about parameters, without the unintended consequences of independent priors about individual parameters. System priors may complement or also substitute for independent marginal priors. The new philosophy of formulating priors is motivated, explained and illustrated using a structural model for monetary policy.

Suggested Citation

  • Michal Andrle & Mr. Jaromir Benes, 2013. "System Priors: Formulating Priors about DSGE Models' Properties," IMF Working Papers 2013/257, International Monetary Fund.
    • Handle: RePEc:imf:imfwpa:2013/257
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    References listed on IDEAS

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    1. Faust, Jon & Gupta, Abhishek, 2010. "Posterior Predictive Analysis for Evaluating DSGE Models," MPRA Paper 26721, University Library of Munich, Germany.
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    Cited by:

    1. Michal Andrle & Mr. Roberto Garcia-Saltos & Giang Ho, 2014. "A Model-Based Analysis of Spillovers: The Case of Poland and the Euro Area," IMF Working Papers 2014/186, International Monetary Fund.
    2. Votinov, A., 2022. "The effects of additional non-stationary processes on the properties of DSGE-models," Journal of the New Economic Association, New Economic Association, vol. 55(3), pages 28-43.
    3. Gabriel Bruneau & Ian Christensen & Césaire Meh, 2016. "Housing Market Dynamics and Macroprudential Policy," Staff Working Papers 16-31, Bank of Canada.
    4. Thore Kockerols & Erling Motzfeldt Kravik & Yasin Mimir, 2021. "Leaning against persistent financial cycles with occasional crises," Working Paper 2021/11, Norges Bank.
    5. Yasin Mimir & Enes Sunel, 2021. "Asset purchases as a remedy for the original sin redux," Working Paper 2021/8, Norges Bank.
    6. Coenen, Günter & Karadi, Peter & Schmidt, Sebastian & Warne, Anders, 2018. "The New Area-Wide Model II: an extended version of the ECB’s micro-founded model for forecasting and policy analysis with a financial sector," Working Paper Series 2200, European Central Bank.
    7. Andrle, Michal & Plašil, Miroslav, 2018. "Econometrics with system priors," Economics Letters, Elsevier, vol. 172(C), pages 134-137.
    8. Michal Andrle & Miroslav Plašil, 2016. "System Priors for Econometric Time Series," IMF Working Papers 2016/231, International Monetary Fund.
    9. Michal Andrle & Patrick Blagrave & Pedro Espaillat & Ms. Keiko Honjo & Mr. Benjamin L Hunt & Mika Kortelainen & René Lalonde & Mr. Douglas Laxton & Eleonara Mavroeidi & Mr. Dirk V Muir & Susanna Mursu, 2015. "The Flexible System of Global Models – FSGM," IMF Working Papers 2015/064, International Monetary Fund.
    10. Gabriel Bruneau & Ian Christensen & Césaire Meh, 2018. "Housing market dynamics and macroprudential policies," Canadian Journal of Economics, Canadian Economics Association, vol. 51(3), pages 864-900, August.
    11. Wickens, Michael R. & Pagan, Adrian, 2019. "Checking if the Straitjacket Fits," CEPR Discussion Papers 14140, C.E.P.R. Discussion Papers.
    12. Angelo Marsiglia Fasolo & Eurilton Araújo & Marcos Valli Jorge & Alexandre Kornelius & Leonardo Sousa Gomes Marinho, 2023. "Brazilian Macroeconomic Dynamics Redux: Shocks, Frictions, and Unemployment in SAMBA Model," Working Papers Series 578, Central Bank of Brazil, Research Department.
    13. Tibor Hledik & Jan Vlcek, 2018. "Quantifying the Natural Rate of Interest in a Small Open Economy - The Czech Case," Working Papers 2018/7, Czech National Bank.

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