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Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market

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Author Info
Jeffrey A. Frankel
Kenneth Froot

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Abstract

The paper presents new empirical results that elucidate the dynamics of the foreign exchange market. The first half of the paper is an updated study of the exchange rate expectations held by market participants, as reflected in responses to surveys, and contains the following conclusions. First, the bias observed in the forward discount as a predictor of the future spot rate is not attributable to an exchange risk premium, as is conventionally believed. Second, at short horizons forecasters tend to extrapolate recent trends, while at long horizons they tend to forecast a reversal. Third, the bias in expectations is robust in the samples, based on eight years of data across five currencies. The second half of the paper abandons the framework in which all market participants share the same forecast, to focus on the importance of heterogeneous expectations. Tests suggest that dispersion of opinion, as reflected in the standard deviation across respondents in the survey, affects the volume of trading in the market, and, in turn, the degree of volatility of the exchange rate. An example of how conflicting forecasts can lead to swings in the exchange rate is the model of "chartists and fundamentalists." The market weights assigned to the two models fluctuate over time in response to recent developments, leading to fluctuations in the demand for foreign currency. The paper ends with one piece of evidence to support the model: the fraction of foreign exchange forecasting services that use "technical analysis" did indeed increase sharply during 1983-85, but declined subsequently.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 3470.

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Date of creation: Oct 1990
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Handle: RePEc:nbr:nberwo:3470

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Dominguez, Kathryn M., 1986. "Are foreign exchange forecasts rational? : New evidence from survey data," Economics Letters, Elsevier, vol. 21(3), pages 277-281. [Downloadable!] (restricted)
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  2. J. Bradford De Long & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1987. "The Economic Consequences of Noise Traders," NBER Working Papers 2395, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  3. Bruce Kasman & Charles Pigott, 1988. "Interest rate divergences among the major industrial nations," Quarterly Review, Federal Reserve Bank of New York, issue Fall, pages 28-44.
  4. Charles Engel & James D. Hamilton, 1989. "Long Swings in the Exchange Rate: Are they in the Data and Do Markets Know It?," NBER Working Papers 3165, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  5. Fama, Eugene F., 1984. "Forward and spot exchange rates," Journal of Monetary Economics, Elsevier, vol. 14(3), pages 319-338, November. [Downloadable!] (restricted)
  6. Paul R. Krugman, 1985. "Is the strong dollar sustainable?," Proceedings, Federal Reserve Bank of Kansas City, pages 103-155.
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  7. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, vol. 14(1-2), pages 3-24, February. [Downloadable!] (restricted)
  8. Goodhart, Charles, 1988. "The Foreign Exchange Market: A Random Walk with a Dragging Anchor," Economica, London School of Economics and Political Science, vol. 55(220), pages 437-60, November. [Downloadable!] (restricted)
  9. Ito, Takatoshi, 1990. "Foreign Exchange Rate Expectations: Micro Survey Data," American Economic Review, American Economic Association, vol. 80(3), pages 434-49, June. [Downloadable!] (restricted)
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  10. Campbell, John Y. & Clarida, Richard H., 1987. "The dollar and real interest rates," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 27(1), pages 103-139, January. [Downloadable!] (restricted)
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  11. Jeffrey A. Frankel & Kenneth A. Froot, 1987. "Using Survey Data to Test Some Standard Propositions Regarding Exchange Rate Expectations," NBER Working Papers 1672, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  12. Kees G. Koedijk & Mack Ott, 1987. "Risk aversion, efficient markets and the forward exchange rate," Review, Federal Reserve Bank of St. Louis, issue Dec, pages 5-13. [Downloadable!]
  13. Jeffrey A. Frankel & Kenneth A. Froot, 1986. "Short-term and long-term expectations of the yen/dollar exchange rate: evidence from survey data," International Finance Discussion Papers 292, Board of Governors of the Federal Reserve System (U.S.). [Downloadable!]
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  14. David M. Cutler & James M. Poterba & Lawrence H. Summers, 1990. "Speculative Dynamics," NBER Working Papers 3242, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  15. Froot, Kenneth A & Frankel, Jeffrey A, 1989. "Forward Discount Bias: Is It an Exchange Risk Premium?," The Quarterly Journal of Economics, MIT Press, vol. 104(1), pages 139-61, February. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Christian Dreger & Georg Stadtmann, 2006. "What Drives Heterogeneity in Foreign Exchange Rate Expectations: Deep Insights from a New Survey," Discussion Papers of DIW Berlin 624, DIW Berlin, German Institute for Economic Research. [Downloadable!]
  2. Richard K. Lyons, 1991. "Private Beliefs and Information Externalities in the Foreign Exchange Market," NBER Working Papers 3889, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  3. Jeffrey Frankel & Menzie Chinn, 1991. "Exchange Rate Expectations and the Risk Premium: Tests For a Cross- Section of 17 Currencies," NBER Working Papers 3806, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  4. Cheung, Yin-Wong & Chinn, Menzie David & Marsh, Ian W, 1999. "How Do UK-Based Foreign Exchange Dealers Think Their Market Operates?," CEPR Discussion Papers 2230, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  5. Vipul Bhatt & Arvind Virmani, 2005. "Global integration of India's Money Market : Interest rate parity in India," Indian Council for Research on International Economic Relations, New Delhi Working Papers 164, Indian Council for Research on International Economic Relations, New Delhi, India. [Downloadable!]
  6. Camiel de Koning & Stefan Straetmans, 1997. "Variation in the Slope Coefficient of the Fama Regression for Testing Uncovered Interest Rate Parity: Evidence from Fixed and Time-varying Coefficient Approaches," Tinbergen Institute Discussion Papers 97-014/2, Tinbergen Institute. [Downloadable!]
  7. Simon van Norden, 1995. "Regime Switching as a Test for Exchange Rate Bubbles," Econometrics 9502001, EconWPA, revised 09 Aug 1995. [Downloadable!]
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  8. Han, Bing & Hirshleifer, David & Wang, Tracy, 2005. "Investor Overconfidence and the Forward Discount Puzzle," MPRA Paper 6497, University Library of Munich, Germany, revised Dec 2007. [Downloadable!]
    Other versions:
  9. Tro Kortian, 1995. "Modern Approaches to Asset Price Formation: A Survey of Recent Theoretical Literature," RBA Research Discussion Papers rdp9501, Reserve Bank of Australia. [Downloadable!]
  10. Agnes Benassy-Quere & Sophie Larribeau & Ronald MacDonald, 1999. "Models of Exchange Rate Expectations : Heterogeneous Evidence From Panel Data," Working Papers 1999-03, CEPII research center. [Downloadable!]
    Other versions:
  11. Georges Prat & Remzi Uctum, 2008. "The dynamics of ex-ante risk premia in the foreign exchange market: Evidence from the yen/usd exchange rate Using survey data," EconomiX Working Papers 2008-2, University of Paris West - Nanterre la Défense, EconomiX. [Downloadable!]
    Other versions:
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