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Extracting Market Expectations from Option Prices: Two Case Studies in Market Perceptions of the ECB's Monetary Policy 1999/2000

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Author Info
Martin Mandler

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Abstract

In recent years various different techniques to uncover the information on market expectations contained in option prices have been developed. This paper applies the technique of fitting a mixture of lognormal densities to LIFFE Euribor futures options to estimate the risk-neutral implied probability density function for the future level of interest rates. Two sets of option prices are considered which cover the ECB's increases in official interest rates in November and February. The results are found to be consistent with market comment prevailing at that time.

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Publisher Info
Article provided by Swiss Society of Economics and Statistics (SSES) in its journal Swiss Journal of Economics and Statistics.

Volume (Year): 138 (2002)
Issue (Month): II (June)
Pages: 165-189
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Handle: RePEc:ses:arsjes:2002-ii-4

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Related research
Keywords: interest rate futures options; implied risk-neutral probability density functions; market expectations; monetary policy;

Find related papers by JEL classification:
G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies

References listed on IDEAS
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  1. Soderlind, Paul, 2000. "Market Expectations in the UK before and after the ERM Crisis," Economica, London School of Economics and Political Science, vol. 67(265), pages 1-18, February. [Downloadable!] (restricted)
    Other versions:
  2. Fornari, F. & Violi, R., 1998. "The Probability Density Function of Interest Rates Implied in the Price of Options," Papers 339, Banca Italia - Servizio di Studi.
  3. Mc Manus, Des, 1999. "The Information Content of Interest Rate Futures Options," Working Papers 99-15, Bank of Canada. [Downloadable!]
  4. Jondeau, Eric & Rockinger, Michael, 2000. "Reading the smile: the message conveyed by methods which infer risk neutral densities," Journal of International Money and Finance, Elsevier, vol. 19(6), pages 885-915, December. [Downloadable!] (restricted)
    Other versions:
  5. José Manuel Campa & P.H. Kevin Chang & James F. Refalo, 1999. "An Options-Based Analysis of Emerging Market Exchange Rate Expectations: Brazil's Real Plan, 1994-1997," Working Papers 99-08, New York University, Leonard N. Stern School of Business, Department of Economics. [Downloadable!]
    Other versions:
  6. Campa, J.M. & Chang, P.H.K., 1995. "Arbitrage-Based Tests of Target Zone Credibility: Evidence from ERM Cross-Rate Options," Papers 95-25, Columbia - Graduate School of Business.
    Other versions:
  7. Canina, Linda & Figlewski, Stephen, 1993. "The Informational Content of Implied Volatility," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 6(3), pages 659-81. [Downloadable!] (restricted)
  8. Yacine Ait-Sahalia & Andrew W. Lo, 1995. "Nonparametric Estimation of State-Price Densities Implicit in Financial Asset Prices," NBER Working Papers 5351, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  9. Campa, Jose Manuel & Chang, P H Kevin, 1995. " Testing the Expectations Hypothesis on the Term Structure of Volatilities in Foreign Exchange Options," Journal of Finance, American Finance Association, vol. 50(2), pages 529-47, June. [Downloadable!] (restricted)
  10. Harrison, J. Michael & Kreps, David M., 1979. "Martingales and arbitrage in multiperiod securities markets," Journal of Economic Theory, Elsevier, vol. 20(3), pages 381-408, June. [Downloadable!] (restricted)
  11. Campa, Jose M. & Chang, P. H. Kevin & Reider, Robert L., 1998. "Implied exchange rate distributions: evidence from OTC option markets1," Journal of International Money and Finance, Elsevier, vol. 17(1), pages 117-160, February. [Downloadable!] (restricted)
    Other versions:
  12. Cox, John C. & Ross, Stephen A., 1976. "The valuation of options for alternative stochastic processes," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 145-166. [Downloadable!] (restricted)
  13. Ritchey, Robert J, 1990. "Call Option Valuation for Discrete Normal Mixtures," Journal of Financial Research, Southern Finance Association and Southwestern Finance Association, vol. 13(4), pages 285-96, Winter.
  14. Lamoureux, Christopher G & Lastrapes, William D, 1993. "Forecasting Stock-Return Variance: Toward an Understanding of Stochastic Implied Volatilities," Review of Financial Studies, Oxford University Press for Society for Financial Studies, vol. 6(2), pages 293-326. [Downloadable!] (restricted)
  15. Hisashi Nakamura & Shigenori Shiratsuka, 1999. "Extracting market expectations from option prices: case studies in Japanese option markets," Working Paper Series WP-99-1, Federal Reserve Bank of Chicago. [Downloadable!]
    Other versions:
  16. Bernard Dumas & Jeff Fleming & Robert E. Whaley, 1998. "Implied Volatility Functions: Empirical Tests," Journal of Finance, American Finance Association, vol. 53(6), pages 2059-2106, December. [Downloadable!] (restricted)
  17. Michael P. Leahy & Charles P. Thomas, 1996. "The sovereignty option: the Quebec referendum and market views on the Canadian dollar," International Finance Discussion Papers 555, Board of Governors of the Federal Reserve System (U.S.). [Downloadable!]
  18. Jorion, Philippe, 1995. " Predicting Volatility in the Foreign Exchange Market," Journal of Finance, American Finance Association, vol. 50(2), pages 507-28, June. [Downloadable!] (restricted)
  19. Campa, Jose M & Chang, P H Kevin, 1998. "ERM Realignment Risk and Its Economic Determinants as Reflected in Cross-Rate Options," Economic Journal, Royal Economic Society, vol. 108(449), pages 1046-66, July. [Downloadable!] (restricted)
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