Nothing Special   »   [go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/p/red/sed013/1255.html
   My bibliography  Save this paper

Estimation of non-linear DSGE models made easy: taking second-order model approximations to the data (with an application to a DSGE model with a banking sector)

Author

Listed:
  • Robert Kollmann

    (ECARES, Université Libre de Bruxelles)

Abstract
I provide an application of the method by estimating a non-linear DSGE model of an economy with a banking sector that faces a collateral constraint. In this setting, bank capital is a key state variable. The economy exhibits an important non-linearity, as negative shocks to bank capital have a much more detrimental effect on real activity when the health of the banking sector is poor, than when banks are well-capitalized. Estimates of the non-linear model, based on the novel method here, suggest that this non-linearity is quantitatively powerful in US and Euro Area data.

Suggested Citation

  • Robert Kollmann, 2013. "Estimation of non-linear DSGE models made easy: taking second-order model approximations to the data (with an application to a DSGE model with a banking sector)," 2013 Meeting Papers 1255, Society for Economic Dynamics.
    • Handle: RePEc:red:sed013:1255
    as

    Download full text from publisher

    File URL: https://red-files-public.s3.amazonaws.com/meetpapers/2013/paper_1255.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Kollmann, Robert & Kim, Jinill & Kim, Sunghyun H., 2011. "Solving the multi-country Real Business Cycle model using a perturbation method," Journal of Economic Dynamics and Control, Elsevier, vol. 35(2), pages 203-206, February.
    2. Kollmann, Robert & Ratto, Marco & Roeger, Werner & in′t Veld, Jan, 2013. "Fiscal policy, banks and the financial crisis," Journal of Economic Dynamics and Control, Elsevier, vol. 37(2), pages 387-403.
    3. Robert Kollmann & Werner Roeger & Jan in'tVeld, 2012. "Fiscal Policy in a Financial Crisis: Standard Policy vs. Bank Rescue Measures," Working Papers ECARES ECARES 2012-006, ULB -- Universite Libre de Bruxelles.
    4. Schmitt-Grohe, Stephanie & Uribe, Martin, 2004. "Solving dynamic general equilibrium models using a second-order approximation to the policy function," Journal of Economic Dynamics and Control, Elsevier, vol. 28(4), pages 755-775, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. in 't Veld, Jan & Kollmann, Robert & Pataracchia, Beatrice & Ratto, Marco & Roeger, Werner, 2014. "International capital flows and the boom-bust cycle in Spain," Journal of International Money and Finance, Elsevier, vol. 48(PB), pages 314-335.
    2. Robert Kollmann, 2013. "Global Banks, Financial Shocks, and International Business Cycles: Evidence from an Estimated Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 159-195, December.
    3. repec:hum:wpaper:sfb649dp2012-015 is not listed on IDEAS
    4. Kollmann, Robert, 2020. "Rational Bubbles in Non-Linear Business Cycle Models: Closed and Open Economies," CEPR Discussion Papers 14367, C.E.P.R. Discussion Papers.
    5. Radeef Chundakkadan & Rajesh Raj Natarajan & Subash Sasidharan, 2022. "Small firms amidst COVID‐19: Financial constraints and role of government support," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 51(3), November.
    6. Robert Kollmann & Marco Ratto & Werner Roeger & Jan in't Veld & Lukas Vogel, 2015. "What drives the German current account? And how does it affect other EU Member States?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(81), pages 47-93.
    7. Irina Balteanu & Aitor Erce, 2018. "Linking Bank Crises and Sovereign Defaults: Evidence from Emerging Markets," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 66(4), pages 617-664, December.
    8. Lilia Maliar & Serguei Maliar & Sébastien Villemot, 2013. "Taking Perturbation to the Accuracy Frontier: A Hybrid of Local and Global Solutions," Computational Economics, Springer;Society for Computational Economics, vol. 42(3), pages 307-325, October.
    9. Robert Kollmann, 2013. "Tractable latent state filtering for non-linear DSGE models using a second-order Approximation," CAMA Working Papers 2013-29, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    10. Robert Kollmann, 2015. "Tractable Latent State Filtering for Non-Linear DSGE Models Using a Second-Order Approximation and Pruning," Computational Economics, Springer;Society for Computational Economics, vol. 45(2), pages 239-260, February.
    11. Kollmann, Robert, 2016. "Discussion of "Financial Intermediation in a Global Environment" (Victoria Nuguer)," MPRA Paper 70191, University Library of Munich, Germany.
    12. Acocella, Nicola & Beqiraj, Elton & Di Bartolomeo, Giovanni & Di Pietro, Marco & Felici, Francesco & Alleva, Giorgio & Di Dio, Fabio & Liseo, Brunero, 2020. "A stochastic estimated version of the Italian dynamic General Equilibrium Model," Economic Modelling, Elsevier, vol. 92(C), pages 339-357.
    13. Lan, Hong & Meyer-Gohde, Alexander, 2014. "Solvability of perturbation solutions in DSGE models," Journal of Economic Dynamics and Control, Elsevier, vol. 45(C), pages 366-388.
    14. Kollmann, Robert, 2012. "Global Banks, Fiscal Policy and International Business Cycles," MPRA Paper 69887, University Library of Munich, Germany.
    15. Lan, Hong & Meyer-Gohde, Alexander, 2012. "Existence and Uniqueness of Perturbation Solutions in DSGE Models," Dynare Working Papers 14, CEPREMAP.
    16. Badarau, Cristina & Huart, Florence & Sangaré, Ibrahima, 2021. "Macroeconomic and policy implications of eurobonds," International Review of Law and Economics, Elsevier, vol. 65(C).
    17. Irina Balteanu & Aitor Erce, 2014. "Bank crises and sovereign defaults in emerging markets: exploring the links," Globalization Institute Working Papers 184, Federal Reserve Bank of Dallas.
    18. Corsetti, Giancarlo & Kuester, Keith & Meier, André & Müller, Gernot J., 2014. "Sovereign risk and belief-driven fluctuations in the euro area," Journal of Monetary Economics, Elsevier, vol. 61(C), pages 53-73.
    19. Li, Boyao, 2021. "When government expenditure meets bank regulation: The impact of government expenditure on credit supply," MPRA Paper 111311, University Library of Munich, Germany.
    20. Wang, Shu-Ling, 2021. "Fiscal stimulus in a high-debt economy? A DSGE analysis," Economic Modelling, Elsevier, vol. 98(C), pages 118-135.
    21. Zsófia L. Bárány, 2016. "The Minimum Wage and Inequality: The Effects of Education and Technology," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 237-274.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:red:sed013:1255. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christian Zimmermann (email available below). General contact details of provider: https://edirc.repec.org/data/sedddea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.