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Central bank´s value at risk and financial crises: An application to the 2001 Argentine crisis

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Abstract

Blejer and Schumacher (1999) were the first to suggest that Central Bank's Value at Risk (VaR), a widely used composite measure of potential portfolio losses in the corporate sector, could be used as an early warning indicator of financial crises. We extend their research in two aspects. First, we develop an operational model to calculate Central Bank's VaR and illustrate the methodology using data from the recent financial crisis in Argentina. Second, we compare the predictive performance of diverse measures based on the VaR approach to that of another well known early warning system, the signals approach, and several univariate leading indicators. The results reveal a strong relationship between the measures proposed and the crisis. Furthermore, one of the measures provides higher accuracy and announces the probability of a crisis sooner than the competing indicators.

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  • Diego Nocetti, 2006. "Central bank´s value at risk and financial crises: An application to the 2001 Argentine crisis," Journal of Applied Economics, Universidad del CEMA, vol. 9, pages 381-402, November.
  • Handle: RePEc:cem:jaecon:v:9:y:2006:n:2:p:381-402
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    1. Ho, Lan-Chih & Burridge, Peter & Cadle, John & Theobald, Michael, 2000. "Value-at-risk: Applying the extreme value approach to Asian markets in the recent financial turmoil," Pacific-Basin Finance Journal, Elsevier, vol. 8(2), pages 249-275, May.
    2. Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998. "Leading Indicators of Currency Crises," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 1-48, March.
    3. Duffee, Gregory R, 1999. "Estimating the Price of Default Risk," The Review of Financial Studies, Society for Financial Studies, vol. 12(1), pages 197-226.
    4. John C. Cox & Jonathan E. Ingersoll Jr. & Stephen A. Ross, 2005. "A Theory Of The Term Structure Of Interest Rates," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 5, pages 129-164, World Scientific Publishing Co. Pte. Ltd..
    5. Krugman, Paul, 1979. "A Model of Balance-of-Payments Crises," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 11(3), pages 311-325, August.
    6. Laeven, Luc, 2002. "Pricing of deposit insurance," Policy Research Working Paper Series 2871, The World Bank.
    7. Giovannetti, G., 1990. "A Survey of Recente Empirical Tests of the Purchasing Power Parity Hypothesis," Papers 1, Roma "la Sapienza" - Scienze Economiche.
    8. Alexandra Lai, 2002. "Modelling Financial Instability: A Survey of the Literature," Staff Working Papers 02-12, Bank of Canada.
    9. Pownall, Rachel A. J. & Koedijk, Kees G., 1999. "Capturing downside risk in financial markets: the case of the Asian Crisis," Journal of International Money and Finance, Elsevier, vol. 18(6), pages 853-870, December.
    10. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "Currency crashes in emerging markets: An empirical treatment," Journal of International Economics, Elsevier, vol. 41(3-4), pages 351-366, November.
    11. George Soros, 1999. "The International Financial Crisis," Challenge, Taylor & Francis Journals, vol. 42(2), pages 58-76, March.
    12. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    13. Maurice Obstfeld, 1994. "The Logic of Currency Crises," NBER Working Papers 4640, National Bureau of Economic Research, Inc.
    14. Graciela Laura Kaminsky, 1999. "Currency and Banking Crises: The Early Warnings of Distress," IMF Working Papers 1999/178, International Monetary Fund.
    15. Masazumi Hattori, 2001. "A Survey on Recent Theories and Empirical Analyses Regarding Currency Crises -- The Role of Liquidity Provision as a Policy Measure in Currency Crisis Management --," Bank of Japan Working Paper Series International Department,, Bank of Japan.
    16. Michael Mussa, 2002. "Argentina and the Fund: From Triumph to Tragedy," Peterson Institute Press: Policy Analyses in International Economics, Peterson Institute for International Economics, number pa67, February.
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    Cited by:

    1. Farhan Akbar & Thierry Chauveau, 2009. "An Analysis of Exchange Rate Risk Exposure Related to Public Debt Portfolio of Pakistan: Beyond Delta-Normal VAR Approach," SBP Working Paper Series 30, State Bank of Pakistan, Research Department.
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    3. Shah Hussain, 2009. "Misalignment of Real Exchange Rate with its Equilibrium Path: Case of Pakistan," SBP Research Bulletin, State Bank of Pakistan, Research Department, vol. 5, pages 1-14.
    4. Guillermo Peña, 2017. "Money, Lending and Banking Crises," Economic Papers, The Economic Society of Australia, vol. 36(4), pages 444-458, December.
    5. Yucel, Eray, 2011. "A Review and Bibliography of Early Warning Models," MPRA Paper 32893, University Library of Munich, Germany.

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    More about this item

    Keywords

    currency crises; Argentina; value at risk;
    All these keywords.

    JEL classification:

    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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