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A penalty function approach to occasionally binding credit constraints

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Abstract
Occasionally binding credit constraints (OBC) have recently been explored as a promising way of modeling financial frictions. However, given their highly non-linear nature, most of the literature has concentrated on small models that can be solved using global methods. In this paper, we investigate the workings of OBC introduced via a smooth penalty function. This allows us to move towards richer models that can be used for policy analysis. Our simulations show that in a deterministic setting the OBC approach delivers welcome features, like asymmetry and non-linearity in reaction to shocks. However, feasible local approximations, necessary to generate stochastic simulations, suffer from fatal shortcomings that make their practical application questionable.

Suggested Citation

  • Michał Brzoza-Brzezina & Marcin Kolasa & Krzysztof Makarski, 2013. "A penalty function approach to occasionally binding credit constraints," NBP Working Papers 159, Narodowy Bank Polski.
    • Handle: RePEc:nbp:nbpmis:159
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    1. Christiano, Lawrence J. & Fisher, Jonas D. M., 2000. "Algorithms for solving dynamic models with occasionally binding constraints," Journal of Economic Dynamics and Control, Elsevier, vol. 24(8), pages 1179-1232, July.
    2. Markus K. Brunnermeier & Yuliy Sannikov, 2014. "A Macroeconomic Model with a Financial Sector," American Economic Review, American Economic Association, vol. 104(2), pages 379-421, February.
    3. Fernández-Villaverde, Jesús & Gordon, Grey & Guerrón-Quintana, Pablo & Rubio-Ramírez, Juan F., 2015. "Nonlinear adventures at the zero lower bound," Journal of Economic Dynamics and Control, Elsevier, vol. 57(C), pages 182-204.
    4. Julio J. Rotemberg & Michael Woodford, 1999. "Interest Rate Rules in an Estimated Sticky Price Model," NBER Chapters, in: Monetary Policy Rules, pages 57-126, National Bureau of Economic Research, Inc.
    5. Matteo Iacoviello, 2005. "House Prices, Borrowing Constraints, and Monetary Policy in the Business Cycle," American Economic Review, American Economic Association, vol. 95(3), pages 739-764, June.
    6. Kenneth L. Judd, 1998. "Numerical Methods in Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262100711, April.
    7. Helbling, Thomas & Huidrom, Raju & Kose, M. Ayhan & Otrok, Christopher, 2011. "Do credit shocks matter? A global perspective," European Economic Review, Elsevier, vol. 55(3), pages 340-353, April.
    8. Kiyotaki, Nobuhiro & Moore, John, 1997. "Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 211-248, April.
    9. Kim, Sunghyun Henry & Kollmann, Robert & Kim, Jinill, 2010. "Solving the incomplete market model with aggregate uncertainty using a perturbation method," Journal of Economic Dynamics and Control, Elsevier, vol. 34(1), pages 50-58, January.
    10. Gomes, S. & Jacquinot, P. & Pisani, M., 2012. "The EAGLE. A model for policy analysis of macroeconomic interdependence in the euro area," Economic Modelling, Elsevier, vol. 29(5), pages 1686-1714.
    11. Charles T. Carlstrom & Timothy S. Fuerst & Matthias Paustian, 2010. "Optimal Monetary Policy in a Model with Agency Costs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 37-70, September.
    12. Guerrieri, Luca & Iacoviello, Matteo, 2015. "OccBin: A toolkit for solving dynamic models with occasionally binding constraints easily," Journal of Monetary Economics, Elsevier, vol. 70(C), pages 22-38.
    13. Lombardo, Giovanni, 2010. "On approximating DSGE models by series expansions," Working Paper Series 1264, European Central Bank.
    14. Sylvia Kaufmann & Maria Teresa Valderrama, 2010. "The Role Of Credit Aggregates And Asset Prices In The Transmission Mechanism: A Comparison Between The Euro Area And The Usa," Manchester School, University of Manchester, vol. 78(4), pages 345-377, July.
    15. Roeger, Werner & in 't Veld, Jan, 2004. "Some selected simulation experiments with the European commission's QUEST model," Economic Modelling, Elsevier, vol. 21(5), pages 785-832, September.
    16. Brzoza-Brzezina, Michał & Makarski, Krzysztof, 2011. "Credit crunch in a small open economy," Journal of International Money and Finance, Elsevier, vol. 30(7), pages 1406-1428.
    17. Hubrich, Kirstin & Tetlow, Robert J., 2015. "Financial stress and economic dynamics: The transmission of crises," Journal of Monetary Economics, Elsevier, vol. 70(C), pages 100-115.
    18. Dewachter, Hans & Wouters, Raf, 2014. "Endogenous risk in a DSGE model with capital-constrained financial intermediaries," Journal of Economic Dynamics and Control, Elsevier, vol. 43(C), pages 241-268.
    19. Lawrence J. Christiano & Martin Eichenbaum & Charles L. Evans, 2005. "Nominal Rigidities and the Dynamic Effects of a Shock to Monetary Policy," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 1-45, February.
    20. Matteo Iacoviello & Stefano Neri, 2010. "Housing Market Spillovers: Evidence from an Estimated DSGE Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(2), pages 125-164, April.
    21. Andrea Gerali & Stefano Neri & Luca Sessa & Federico M. Signoretti, 2010. "Credit and Banking in a DSGE Model of the Euro Area," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(s1), pages 107-141, September.
    22. Marcin Kolasa & Giovanni Lombardo, 2014. "Financial Frictions and Optimal Monetary Policy in an Open Economy," International Journal of Central Banking, International Journal of Central Banking, vol. 10(1), pages 43-94, March.
    23. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, vol. 100(5), pages 1941-1966, December.
    24. Den Haan, Wouter J. & De Wind, Joris, 2012. "Nonlinear and stable perturbation-based approximations," Journal of Economic Dynamics and Control, Elsevier, vol. 36(10), pages 1477-1497.
    25. Fiorella De Fiore & Oreste Tristani, 2013. "Optimal Monetary Policy in a Model of the Credit Channel," Economic Journal, Royal Economic Society, vol. 123(571), pages 906-931, September.
    26. Aliaga-Díaz, Roger & Olivero, María Pía, 2012. "Do Bank Capital Requirements Amplify Business Cycles? Bridging The Gap Between Theory And Empirics," Macroeconomic Dynamics, Cambridge University Press, vol. 16(3), pages 358-395, June.
    27. Aruoba, S. Boragan & Fernandez-Villaverde, Jesus & Rubio-Ramirez, Juan F., 2006. "Comparing solution methods for dynamic equilibrium economies," Journal of Economic Dynamics and Control, Elsevier, vol. 30(12), pages 2477-2508, December.
    28. Mr. Tamim Bayoumi & Mr. Hamid Faruqee & Mr. Douglas Laxton & Mr. Philippe D Karam & Mr. Alessandro Rebucci & Mr. Jaewoo Lee & Mr. Benjamin L Hunt & Mr. Ivan Tchakarov, 2004. "GEM: A New International Macroeconomic Model," IMF Occasional Papers 2004/010, International Monetary Fund.
    29. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    30. Lombardo, Giovanni & McAdam, Peter, 2012. "Financial market frictions in a model of the Euro area," Economic Modelling, Elsevier, vol. 29(6), pages 2460-2485.
    31. Angeloni, Ignazio & Faia, Ester, 2013. "Capital regulation and monetary policy with fragile banks," Journal of Monetary Economics, Elsevier, vol. 60(3), pages 311-324.
    32. Simon Gilchrist & Egon Zakrajsek, 2012. "Credit Spreads and Business Cycle Fluctuations," American Economic Review, American Economic Association, vol. 102(4), pages 1692-1720, June.
    33. Ratto, Marco & Roeger, Werner & Veld, Jan in 't, 2009. "QUEST III: An estimated open-economy DSGE model of the euro area with fiscal and monetary policy," Economic Modelling, Elsevier, vol. 26(1), pages 222-233, January.
    34. John B. Taylor, 1999. "Monetary Policy Rules," NBER Books, National Bureau of Economic Research, Inc, number tayl99-1.
    35. Meh, Césaire A. & Moran, Kevin, 2010. "The role of bank capital in the propagation of shocks," Journal of Economic Dynamics and Control, Elsevier, vol. 34(3), pages 555-576, March.
    36. Katrin Assenmacher-Wesche & Stefan Gerlach, 2008. "Monetary policy, asset prices and macroeconomic conditions : a panel-VAR study," Working Paper Research 149, National Bank of Belgium.
    37. Brzoza-Brzezina, Michał & Kolasa, Marcin & Makarski, Krzysztof, 2013. "The anatomy of standard DSGE models with financial frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 32-51.
    38. Frank Smets & Raf Wouters, 2003. "An Estimated Dynamic Stochastic General Equilibrium Model of the Euro Area," Journal of the European Economic Association, MIT Press, vol. 1(5), pages 1123-1175, September.
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    Cited by:

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    2. Giri, Federico, 2018. "Does interbank market matter for business cycle fluctuation? An estimated DSGE model with financial frictions for the Euro area," Economic Modelling, Elsevier, vol. 75(C), pages 10-22.
    3. Krzysztof Makarski, 2017. "Mnożniki fiskalne w modelu z ograniczeniami kredytowymi," GRAPE Working Papers 13, GRAPE Group for Research in Applied Economics.
    4. Zacek, Jan, 2020. "Should monetary policy lean against the wind? Simulations based on a DSGE model with an occasionally binding credit constraint," Economic Modelling, Elsevier, vol. 88(C), pages 293-311.
    5. Laséen, Stefan & Pescatori, Andrea & Turunen, Jarkko, 2017. "Systemic risk: A new trade-off for monetary policy?," Journal of Financial Stability, Elsevier, vol. 32(C), pages 70-85.
    6. Matteo Cacciatore & Federico Ravenna, 2021. "Uncertainty, Wages and the Business Cycle," The Economic Journal, Royal Economic Society, vol. 131(639), pages 2797-2823.
    7. Jonathan Swarbrick, 2021. "Occasionally Binding Constraints in Large Models: A Review of Solution Methods," Discussion Papers 2021-5, Bank of Canada.
    8. Zhouzhou Gu & Mathieu Lauri`ere & Sebastian Merkel & Jonathan Payne, 2024. "Global Solutions to Master Equations for Continuous Time Heterogeneous Agent Macroeconomic Models," Papers 2406.13726, arXiv.org.
    9. Andrew Binning & Junior Maih, 2017. "Modelling Occasionally Binding Constraints Using Regime-Switching," Working Papers No 9/2017, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    10. Karmakar, Sudipto, 2016. "Macroprudential regulation and macroeconomic activity," Journal of Financial Stability, Elsevier, vol. 25(C), pages 166-178.
    11. Torój, Andrzej, 2017. "Managing external macroeconomic imbalances in the EU: the welfare cost of scoreboard-based constraints," Economic Modelling, Elsevier, vol. 61(C), pages 293-311.
    12. Petra Gerlach-Kristen & Rossana Merola, 2019. "Consumption and credit constraints: a model and evidence from Ireland," Empirical Economics, Springer, vol. 57(2), pages 475-503, August.

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    More about this item

    Keywords

    financial frictions; DSGE models; occasionally binding constraints; penalty function;
    All these keywords.

    JEL classification:

    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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