Evaluating currency crises: A Bayesian Markov switching approach
In this paper we examine the nature of a currency crisis. We do so by employing an out-of-sample forecasting exercise to analyse the Mexican crisis in 1994. Forecast evaluation was based on modern econometric techniques concerning the shape of forecaster's loss function. We also extend the empirical framework suggested by Jeanne and Masson [Jeanne, O., Masson, P., 2000. Currency crises and Markov-switching regimes. Journal of International Economics 50, 327-350] to test for the hypothesis that the currency crisis was driven by sunspots. To this end we contribute to the existing literature by comparing Markov regime switching model with a time-varying transition probabilities with two alternative models. The first is a Markov regime switching model with constant transition probabilities. The second is a linear benchmark model. Empirical results show that the proxy for the probability of devaluation is an important factor explaining the nature of currency crisis. More concretely, when the expectation market pressure was used as a proxy of probability of devaluation, forecast evaluation supports the view that currency crisis was driven by market expectation unrelated to fundamentals. Alternatively, when interest rate differential is used as a proxy for probability of devaluation, currency crisis was due to predictable deterioration of fundamentals.
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- Barry Eichengreen & Andrew K. Rose & Charles Wyplosz, 1996.
"Contagious Currency Crises,"
NBER Working Papers
5681, National Bureau of Economic Research, Inc.
- DOLADO, J.J. & MARIA-DOLORES, R. & RUGE-MURCIA, Francisco J., 2003.
"Nonlinear Monetary Policy Rules: Some New Evidence for the U.S,"
Cahiers de recherche
18-2003, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Dolado Juan & Pedrero Ramón María-Dolores & Ruge-Murcia Francisco J., 2004. "Nonlinear Monetary Policy Rules: Some New Evidence for the U.S," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 8(3), pages 1-34, September.
- Dolado, Juan J. & María-Dolores, Ramón & Ruge-Murcia, Francisco J., 2002. "Non-Linear Monetary Policy Rules: Some New Evidence for the US," CEPR Discussion Papers 3405, C.E.P.R. Discussion Papers.
- DOLADO, J.J. & MARIA-DOLORES, R. & RUGE-MURCIA, Francisco J., 2003. "Nonlinear Monetary Policy Rules: Some New Evidence for the U.S," Cahiers de recherche 2003-24, Universite de Montreal, Departement de sciences economiques.
- Dolado, Juan José & Ruge Murcia, F. J. & Ramón, Maria Dolores, 2002. "Nonlinear monetary policy rules: some new evidence for the US," UC3M Working papers. Economics we022910, Universidad Carlos III de Madrid. Departamento de Economía.
- Eichengreen, Barry & Rose, Andrew & Wyplosz, Charles, 1996. " Contagious Currency Crises: First Tests," Scandinavian Journal of Economics, Wiley Blackwell, vol. 98(4), pages 463-484, December.
- Morris, Stephen & Shin, Hyun Song, 1998.
"Unique Equilibrium in a Model of Self-Fulfilling Currency Attacks,"
American Economic Review,
American Economic Association, vol. 88(3), pages 587-597, June.
- Morris, Stephen & Shin, Hyun Song, 1997. "Unique Equilibrium in a Model of Self-fulfilling Currency Attacks," CEPR Discussion Papers 1687, C.E.P.R. Discussion Papers.
- Morris, S & Song Shin, H, 1996. "Unique Equilibrium in a Model of Self-Fulfilling Currency Attacks," Economics Papers 126, Economics Group, Nuffield College, University of Oxford.
- Berkowitz, Jeremy, 2001. "Testing Density Forecasts, with Applications to Risk Management," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(4), pages 465-474, October.
- Diebold, Francis X & Mariano, Roberto S, 2002.
"Comparing Predictive Accuracy,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 20(1), pages 134-144, January.
- Graham Elliott & Allan Timmermann & Ivana Komunjer, 2005. "Estimation and Testing of Forecast Rationality under Flexible Loss," Review of Economic Studies, Oxford University Press, vol. 72(4), pages 1107-1125.
- Kim, Dong Heon & Denise R Osborn & Marianne Sensier, 2003.
"Nonlinearity in the Fed's Monetary Policy Rule,"
Royal Economic Society Annual Conference 2003
121, Royal Economic Society.
- D H Kim & D R Osborn & M Sensier, 2002. "Nonlinearity in the Fed's Monetary Policy Rule," The School of Economics Discussion Paper Series 0205, Economics, The University of Manchester.
- D H Kim & D R Osborn & M Sensier, 2002. "Nonlinearity in the Fed's Monetary Policy Rule," Centre for Growth and Business Cycle Research Discussion Paper Series 18, Economics, The Univeristy of Manchester.
- Peter F. Christoffersen & Francis X. Diebold, 1994.
"Optimal Prediction Under Asymmetric Loss,"
NBER Technical Working Papers
0167, National Bureau of Economic Research, Inc.
- Peter F. Christoffersen & Francis X. Diebold, 1997. "Optimal prediction under asymmetric loss," Working Papers 97-11, Federal Reserve Bank of Philadelphia.
- Christoffersen & Diebold, "undated". "Optimal Prediction Under Asymmetric Loss," Home Pages 167, 1996., University of Pennsylvania.
- Peter F. Christoffersen & Francis X. Diebold, "undated". "Optimal Prediction Under Asymmetric Loss," CARESS Working Papres 97-20, University of Pennsylvania Center for Analytic Research and Economics in the Social Sciences.
- Jeanne, Olivier & Masson, Paul, 2000.
"Currency crises, sunspots and Markov-switching regimes,"
Journal of International Economics,
Elsevier, vol. 50(2), pages 327-350, April.
- Jeanne, Olivier & Masson, Paul R, 1998. "Currency Crises, Sunspots and Markov-Switching Regimes," CEPR Discussion Papers 1990, C.E.P.R. Discussion Papers.
- Clements, Michael P & Smith, Jeremy, 1999.
"A Monte Carlo Study of the Forecasting Performance of Empirical SETAR Models,"
Journal of Applied Econometrics,
John Wiley & Sons, Ltd., vol. 14(2), pages 123-141, March-Apr.
- Clements, Michael P & Smith, Jeremy, 1996. "A Monte Carlo Study of the Forecasting Performance of Empirical Setar Models," The Warwick Economics Research Paper Series (TWERPS) 464, University of Warwick, Department of Economics.
- Albert, James H & Chib, Siddhartha, 1993. "Bayes Inference via Gibbs Sampling of Autoregressive Time Series Subject to Markov Mean and Variance Shifts," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(1), pages 1-15, January.
- Marcel Fratzscher, 2003.
"On currency crises and contagion,"
International Journal of Finance & Economics,
John Wiley & Sons, Ltd., vol. 8(2), pages 109-129.
- Giorgio Valente & Lucio Sarno, 2004.
"Comparing the accuracy of density forecasts from competing models,"
Journal of Forecasting,
John Wiley & Sons, Ltd., vol. 23(8), pages 541-557.
- Sarno, Lucio & Valente, Giorgio, 2002. "Comparing the Accuracy of Density Forecasts from Competing Models," Computing in Economics and Finance 2002 223, Society for Computational Economics.
- Jeffrey D. Sachs & Aaron Tornell & Andrés Velasco, 1996.
"Financial Crises in Emerging Markets: The Lessons from 1995,"
Brookings Papers on Economic Activity,
Economic Studies Program, The Brookings Institution, vol. 27(1), pages 147-216.
- Jeffrey Sachs & Aaron Tornell & Andres Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," Harvard Institute of Economic Research Working Papers 1759, Harvard - Institute of Economic Research.
- Jeffrey Sachs & Aaron Tornell & Andres Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," NBER Working Papers 5576, National Bureau of Economic Research, Inc.
- Dolado, Juan J. & Maria-Dolores, Ramon & Naveira, Manuel, 2005. "Are monetary-policy reaction functions asymmetric?: The role of nonlinearity in the Phillips curve," European Economic Review, Elsevier, vol. 49(2), pages 485-503, February.
- Bratsiotis, George J. & Robinson, Wayne, 2004. "Economic fundamentals and self-fulfilling crises: further evidence from Mexico," Journal of International Money and Finance, Elsevier, vol. 23(4), pages 595-613, June.
- James Mitchell & Stephen G. Hall, 2005. "Evaluating, Comparing and Combining Density Forecasts Using the KLIC with an Application to the Bank of England and NIESR 'Fan' Charts of Inflation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(s1), pages 995-1033, December.
- Tronzano, Marco & Psaradakis, Zacharias & Sola, Martin, 2003. "Target zone credibility and economic fundamentals," Economic Modelling, Elsevier, vol. 20(4), pages 791-807, July.
- Jeanne, Olivier, 1997. "Are currency crises self-fulfilling?: A test," Journal of International Economics, Elsevier, vol. 43(3-4), pages 263-286, November.
- Andrew J. Filardo & Stephen F. Gordon, 1993.
"Business cycle durations,"
Research Working Paper
93-11, Federal Reserve Bank of Kansas City.
- Diebold, Francis X. & Nason, James A., 1990.
"Nonparametric exchange rate prediction?,"
Journal of International Economics,
Elsevier, vol. 28(3-4), pages 315-332, May.
- Jovanovic, Boyan, 1989.
"Observable Implications of Models with Multiple Equilibria,"
Econometric Society, vol. 57(6), pages 1431-1437, November.
- Jovanovic, Boyan, 1988. "Observable Implications Of Models With Multiple Equilibria," Working Papers 88-20, C.V. Starr Center for Applied Economics, New York University.
- McCulloch, Robert & Rossi, Peter E., 1994. "An exact likelihood analysis of the multinomial probit model," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 207-240.
- Harvey, David & Leybourne, Stephen & Newbold, Paul, 1997. "Testing the equality of prediction mean squared errors," International Journal of Forecasting, Elsevier, vol. 13(2), pages 281-291, June.
- repec:nsr:niesrd:248 is not listed on IDEAS
- Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388.
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