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The discontinuation of the EUR/CHF minimum exchange rate: information from option-implied break probabilities

  • Michael Funke , Julius Loermann and Richhild Moessner EMAIL logo

Abstract

We derive risk-neutral probability densities for future euro/Swiss franc exchange rates as implied by option prices. We find that the credibility of the Swiss franc floor decreased somewhat as the spot exchange rate approached the lower bound of 1.20 CHF per euro. We also compare the forecasting performance of a random walk benchmark model with an error-correction model (ECM) augmented with option-implied break probabilities of breaching the currency floor. We find some evidence that the augmented ECM has an informational advantage over the random walk when using one-month break probabilities. But we find that one-month option-implied densities cannot predict the entire range of exchange rate realizations.

JEL-Classification: C53; F31; F37

Corresponding author: Richhild Moessner, Bank for International Settlements, Basel, Switzerland; National Institute of Economic and Social Research, UK; and CESifo, Munich, Germany, E-mail:

Acknowledgments

We would like to thank two anonymous reviewers for useful comments and suggestions which have helped to improve the paper. The views expressed are those of the authors and should not be taken to reflect those of the Bank for International Settlements.

References

Bates, D. S. 1996. “Dollar Jump Fears, 1984-1992: Distributional Abnormalities Implicit in Currency Futures Options.” Journal of International Money and Finance 15: 65–93, https://doi.org/10.1016/0261-5606(95)00039-9.Search in Google Scholar

Berkowitz, J. 2001. “Testing Density Forecasts, with Applications to Risk Management.” American Statistical Association 19: 465–74, https://doi.org/10.1198/07350010152596718.Search in Google Scholar

Blake, A., and G. Rule. 2015. Deriving Option-Implied Probability Densities for Foreign Exchange Markets. Center for Central Bank Studies Technical Handbook, Vol. 5. London: Bank of England.Search in Google Scholar

Breeden, D. T., and R. H. Litzenberger. 1978. “Prices of State-Contingent Claims Implicit in Option Prices.” Journal of Business 51: 621–51, https://doi.org/10.1086/296025.Search in Google Scholar

Busch, T., B. J. Christensen, and M. Ø. Nielsen. 2011. “The Role of Implied Volatility in Forecasting Future Realized Volatility and Jumps in Foreign Exchange, Stock, and Bond Markets.” Journal of Econometrics 160: 48–57, https://doi.org/10.1016/j.jeconom.2010.03.014.Search in Google Scholar

Campa, J. M., and P. H. K. Chang. 1996. “Arbitrage-Based Tests of Target-Zone Credibility: Evidence from ERM Cross-Rate Options.” The American Economic Review 86: 726–40.Search in Google Scholar

Campa, J. M., P. Chang, and R. L. Reider. 1998. “Implied Exchange Rate Distributions: Evidence from OTC Option Markets.” Journal of International Money and Finance 17: 117–60, https://doi.org/10.1016/s0261-5606(97)00054-5.Search in Google Scholar

Chen, Y. F., M. Funke, and R. Moessner. 2018. “Informal One-Sided Target Zone Model and the Swiss Franc.” Review of International Economics 26: 1130–53, https://doi.org/10.1111/roie.12352.Search in Google Scholar

Clark, T. E., and M. W. McCracken. 2001. “Tests of Equal Forecast Accuracy and Encompassing for Nested Models.” Journal of Econometrics 105: 85–110, https://doi.org/10.1016/s0304-4076(01)00071-9.Search in Google Scholar

De Santis, G., and B. Gèrard. 1998. “How Big is the Premium for Currency Risk?.” Journal of Financial Economics 49: 375–412, https://doi.org/10.1016/S0304-405X(98)00029-4.Search in Google Scholar

Diebold, F. X., and R. S. Mariano. 1995. “Comparing Predictive Accuracy.” Journal of Business & Economic Statistics 13: 253–63, https://doi.org/10.2307/1392185.Search in Google Scholar

Diebold, F. X., T. Andersen, T. Bollerslev, P. Labys, . 2001. “The Distribution of Realized Exchange Rate Volatility.” Journal of the American Statistical Association 96: 42–55.10.1198/016214501750332965Search in Google Scholar

Diebold, F. X., A. T. Gunther, and A. S. Tay. 1998. “Evaluating Density Forecasts with Applications to Financial Risk Management.” International Economic Review 39: 863–83, https://doi.org/10.2307/2527342.Search in Google Scholar

Diebold, F. X., and J. A. Nason. 1990. “Nonparametric Exchange Rate Prediction?.” Journal of International Economics 28: 315–32, https://doi.org/10.1016/0022-1996(90)90006-8.Search in Google Scholar

Engel, C., N. C. Mark, and K. D. West. 2007. “Exchange Rate Models are not as bad as you think.” NBER Macroeconomics Annual 22: 381–441, https://doi.org/10.1086/ma.22.25554969.Search in Google Scholar

Garman, M. B., and S. W. Kohlhagen. 1983. “Foreign Currency Option Values.” Journal of International Money and Finance 2: 231–7, https://doi.org/10.1016/s0261-5606(83)80001-1.Search in Google Scholar

Gourinchas, P. O., and H. Rey. 2007. “International Financial Adjustment.” Journal of Political Economy 115: 667–703, https://doi.org/10.1086/521966.Search in Google Scholar

Grisse, C., and T. Nitschka. 2015. “On Financial Risk and the Safe Haven Characteristics of Swiss Franc Exchange Rates.” Journal of Empirical Finance 32: 153–64, https://doi.org/10.1016/j.jempfin.2015.03.006.Search in Google Scholar

Haas, M., S. Mittnik, and B. Mizrach. 2006. “Assessing Central Bank Credibility During the ERM Crises: Comparing Option and Spot Market-Based Forecasts.” Journal of Financial Stability 2: 28–54, https://doi.org/10.1016/j.jfs.2005.02.012.Search in Google Scholar

Hanke, M., R. Poulsen, and A. Weissensteiner. 2015. “Where would the EUR/CHF Exchange Rate Be Without the SNB's Minimum Exchange Rate Policy?.” Journal of Futures Markets 35: 1103–16, https://doi.org/10.1002/fut.21704.Search in Google Scholar

Hanke, M., R. Poulsen, and A. Weissensteiner. 2018. “Event-Related Exchange-Rate Forecasts Combining Information from Betting Quotes and Option Prices.” Journal of Financial and Quantitative Analysis 53: 2663–83, https://doi.org/10.1017/s002210901800042x.Search in Google Scholar

Hertrich, M., and H. Zimmermann. 2017. “On the Credibility of the Euro/Swiss Franc Floor: A Financial Market Perspective.” Journal of Money, Credit and Banking 49: 567–78, https://doi.org/10.1111/jmcb.12390.Search in Google Scholar

Ivanova, V., and J. M. P. Gutiérrez. 2014. “Interest Rate Forecasts, State Price Densities and Risk Premium from Euribor Options.” Journal of Banking and Finance 48: 210–23, https://doi.org/10.1016/j.jbankfin.2014.03.028.Search in Google Scholar

Janssen, A., and R. Studer-Suter. 2017. The Swiss Franc's Honeymoon. Working Paper No. 170: Department of Economics, University of Zurich.10.2139/ssrn.2479941Search in Google Scholar

Jermann, U. J. 2017. “Financial Markets' Views about the Euro-Swiss Franc Floor.” Journal of Money, Credit and Banking 49: 553–65, https://doi.org/10.1111/jmcb.12389.Search in Google Scholar

Malz, A. M. 1996. “Using Option Prices to Estimate Realignment Probabilities in the European Monetary System: The Case of Sterling-Mark.” Journal of International Money and Finance 15: 717–48, https://doi.org/10.1016/0261-5606(96)00032-0.Search in Google Scholar

Malz, A. M. 1997. Option-Implied Probability Distributions and Currency Excess Returns. Staff Reports. New York: Federal Reserve Bank of New York No. 32.10.2139/ssrn.943500Search in Google Scholar

Malz, A. M. 2014. A Simple and Reliable Way to Compute Option-Based Risk-Neutral Distributions. Staff Reports. New York: Federal Reserve Bank of New York No. 677.10.2139/ssrn.2449692Search in Google Scholar

Mark, N. C. 1995. “Exchange Rates and Fundamentals: Evidence on Long-Horizon Predictability.” American Economic Review 85: 201–18.Search in Google Scholar

Meese, R. A., and K. Rogoff. 1983. “Empirical Exchange Rate Models of the Seventies: Do They Fit Out of Sample?.” Journal of International Economics 14: 3–24, https://doi.org/10.1016/0022-1996(83)90017-x.Search in Google Scholar

Meese, R. A., and A. K. Rose. 1991. “An Empirical Assessment of Non-Linearities in Models of Exchange Rate Determination.” Review of Economic Studies 58: 603–19, https://doi.org/10.2307/2298014.Search in Google Scholar

Mirkov, N., I. Pozdeev, and P. Söderlind. 2019. “Verbal Interventions and Exchange Rate Policies: The Case of Swiss Franc Cap.” Journal of International Money and Finance 93: 42–54, https://doi.org/10.1016/j.jimonfin.2018.12.010.Search in Google Scholar

Molodtsova, T., and D. H. Papell. 2009. “Out-of-sample Exchange Rate Predictability with Taylor Rule Fundamentals.” Journal of International Economics 77: 167–80, https://doi.org/10.1016/j.jinteco.2008.11.001.Search in Google Scholar

Mussa, M. 1979. “Empirical Regularities in the Behavior of Exchange Rates and Theories of Foreign Exchange Markets.” Carnegie Rochester Conference Series on Public Policy 11: 9–57.10.1016/0167-2231(79)90034-4Search in Google Scholar

Pesaran, M., and A. Timmermann. 1992. “A Simple Nonparametric Test of Predictive Performance.” Journal of Business and Economic Statistics 10: 461–65, https://doi.org/10.2307/1391822.Search in Google Scholar

Reuters. 2015. SNB's Danthine Says Cap on Franc Remains Policy Cornerstone. Available at https://www.reuters.com/article/swiss-snb-idUSL6N0UR3LW20150112, 12 January 2015, accessed 17 October 2016.Search in Google Scholar

Rogoff, K., and V. Stavrakeva. 2008. The Continuing Puzzle of Short Horizon Exchange Rate Forecasting. NBER Working Paper No. 14071, Cambridge: Mass.10.3386/w14071Search in Google Scholar

Rossi, B. 2013. “Exchange Rate Predictability.” Journal of Economic Literature 51: 1063–19, https://doi.org/10.1257/jel.51.4.1063.Search in Google Scholar

Svensson, L. 1990. The Simplest Test of Target Zone Credibility. NBER Working Paper No. 3394, Cambridge: Mass.10.3386/w3394Search in Google Scholar

Swiss National Bank. 2015. Swiss National Bank Discontinues Minimum Exchange Rate and Lowers Interest Rate to –0.75%. Press release, 15 January, available at https://www.snb.ch/en/mmr/reference/pre_20150115/source/pre_20150115.en.pdf.Search in Google Scholar

Wang, J., and J. J. Wu. 2012. “The Taylor Rule and Forecast Intervals for Exchange Rates.” Journal of Money, Credit and Banking 44: 103–14, https://doi.org/10.1111/j.1538-4616.2011.00470.x.Search in Google Scholar

Supplementary Material

The online version of this article offers supplementary material (https://doi.org/10.1515/snde-2019-0078).

Received: 2019-07-17
Accepted: 2020-04-18
Published Online: 2020-06-22

© 2020 Walter de Gruyter GmbH, Berlin/Boston

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