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Atypical behavior of credit: Evidence from a monetary VAR

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  • Afanasyeva, Elena

Abstract

Credit boom detection methodologies (such as threshold method) lack robustness as they are based on univariate detrending analysis and resort to ratios of credit to real activity. I propose a quantitative indicator to detect atypical behavior of credit from a multivariate system - a monetary VAR. This methodology explicitly accounts for endogenous interactions between credit, asset prices and real activity and detects atypical credit expansions and contractions in the Euro Area, Japan and the U.S. robustly and timely. The analysis also proves useful in real time.

Suggested Citation

  • Afanasyeva, Elena, 2013. "Atypical behavior of credit: Evidence from a monetary VAR," IMFS Working Paper Series 70, Goethe University Frankfurt, Institute for Monetary and Financial Stability (IMFS).
    • Handle: RePEc:zbw:imfswp:70
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    References listed on IDEAS

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    1. Enrique G. Mendoza & Marco E. Terrones, 2008. "An Anatomy Of Credit Booms: Evidence From Macro Aggregates And Micro Data," NBER Working Papers 14049, National Bureau of Economic Research, Inc.
    2. Michael Woodford, 2008. "How Important Is Money in the Conduct of Monetary Policy?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(8), pages 1561-1598, December.
    3. Daniel F. Waggoner & Tao Zha, 1999. "Conditional Forecasts In Dynamic Multivariate Models," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 639-651, November.
    4. Boris Hofmann, 2001. "The determinants of private sector credit in industrialised countries: do property prices matter?," BIS Working Papers 108, Bank for International Settlements.
    5. Athanasios Orphanides & Volker Wieland, 2013. "Complexity and Monetary Policy," International Journal of Central Banking, International Journal of Central Banking, vol. 9(1), pages 167-204, January.
    6. Alan M. Taylor, 2013. "The Great Leveraging," World Scientific Book Chapters, in: Viral V Acharya & Thorsten Beck & Douglas D Evanoff & George G Kaufman & Richard Portes (ed.), The Social Value of the Financial Sector Too Big to Fail or Just Too Big?, chapter 4, pages 33-65, World Scientific Publishing Co. Pte. Ltd..
    7. Domenico Giannone & Michele Lenza & Giorgio E. Primiceri, 2015. "Prior Selection for Vector Autoregressions," The Review of Economics and Statistics, MIT Press, vol. 97(2), pages 436-451, May.
    8. Sims, Christopher A & Zha, Tao, 1998. "Bayesian Methods for Dynamic Multivariate Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 949-968, November.
    9. Reichlin, Lucrezia & Pill, Huw & Giannone, Domenico & Lenza, Michele, 2010. "Non-standard Monetary Policy Measures and Monetary Developments," CEPR Discussion Papers 8125, C.E.P.R. Discussion Papers.
    10. Michael D. Bordo & Michael J. Dueker & David C. Wheelock, 2002. "Aggregate Price Shocks and Financial Instability: A Historical Analysis," Economic Inquiry, Western Economic Association International, vol. 40(4), pages 521-538, October.
    11. Altug, Sumru & Bildirici, Melike, 2010. "Business Cycles around the Globe: A Regime-switching Approach," CEPR Discussion Papers 7968, C.E.P.R. Discussion Papers.
    12. Bongini, Paola & Laeven, Luc & Majnoni, Giovanni, 2002. "How good is the market at assessing bank fragility? A horse race between different indicators," Journal of Banking & Finance, Elsevier, vol. 26(5), pages 1011-1028, May.
    13. Tobias Adrian & Emanuel Moench & Hyun Song Shin, 2010. "Macro Risk Premium and Intermediary Balance Sheet Quantities," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 58(1), pages 179-207, August.
    14. John B. Taylor, 2007. "Housing and monetary policy," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 463-476.
    15. Reichlin, Lucrezia & Pill, Huw & Giannone, Domenico & Lenza, Michele, 2010. "Non-standard Monetary Policy Measures and Monetary Developments," CEPR Discussion Papers 8125, C.E.P.R. Discussion Papers.
    16. Mr. David Woo & Mr. Akihiro Kanaya, 2000. "The Japanese Banking Crisis of the 1990's: Sources and Lessons," IMF Working Papers 2000/007, International Monetary Fund.
    17. Peter McAdam, 2007. "USA, Japan and the Euro Area: Comparing Business-Cycle Features," International Review of Applied Economics, Taylor & Francis Journals, vol. 21(1), pages 135-156.
    18. Philip Lowe & Claudio Borio, 2002. "Asset prices, financial and monetary stability: exploring the nexus," BIS Working Papers 114, Bank for International Settlements.
    19. De Santis, Roberto A., 2012. "Quantity theory is alive: the role of international portfolio shifts," Working Paper Series 1435, European Central Bank.
    20. Mr. Bas B. Bakker & Mr. Giovanni Dell'Ariccia & Mr. Luc Laeven & Mr. Jerome Vandenbussche & Ms. Deniz O Igan & Mr. Hui Tong, 2012. "Policies for Macrofinancial Stability: How to Deal with Credit Booms," IMF Staff Discussion Notes 2012/006, International Monetary Fund.
    21. Domenico Giannone & Michèle Lenza & Lucrezia Reichlin, 2012. "Money, Credit, Monetary Policy and the Business Cycle in the Euro Area," Working Papers ECARES ECARES 2012-008, ULB -- Universite Libre de Bruxelles.
    22. Cronin, David & Kennedy, Bernard, 2007. "Does Uncertainty Impact Money Growth? A Multivariate GARCH Analysis," Research Technical Papers 6/RT/07, Central Bank of Ireland.
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    Cited by:

    1. Orphanides, Athanasios, 2014. "Are rules and boundaries sufficient to limit harmful central bank discretion? Lessons from Europe," Journal of Economic Dynamics and Control, Elsevier, vol. 49(C), pages 121-125.
    2. Wieland, Volker & Wolters, Maik, 2014. "Is there a threat of self-reinforcing deflation in the euro area? A view through the lens of the Phillips curve," Kiel Policy Brief 79, Kiel Institute for the World Economy (IfW Kiel).
    3. Elena Afanasyeva, 2020. "Can Forecast Errors Predict Financial Crises? Exploring the Properties of a New Multivariate Credit Gap," Finance and Economics Discussion Series 2020-045, Board of Governors of the Federal Reserve System (U.S.).
    4. Burgert, Matthias & Schmidt, Sebastian, 2014. "Dealing with a liquidity trap when government debt matters: Optimal time-consistent monetary and fiscal policy," Journal of Economic Dynamics and Control, Elsevier, vol. 47(C), pages 282-299.
    5. Magnus Saß, 2024. "Detecting excessive credit growth: An approach based on structural counterfactuals," Berlin School of Economics Discussion Papers 0046, Berlin School of Economics.

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    More about this item

    Keywords

    Credit; Bayesian VAR; Conditional Forecasts;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

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