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Subjective Currency Risk Premia and Deviations from Moving Averages

Author

Listed:
  • Steve Furnagiev
  • Josh Stillwagon

    (Department of Economics, Trinity College)

Abstract

This paper examines the empirical performance of an alternative model of the currency risk premium. The model predicts that the premium on foreign exchange will depend positively on the gap between the exchange rate and its benchmark value. In this paper, we relate the benchmark not to relative prices but to a moving average process in accord with technical analysis. The model is tested against a novel data set of traders' exchange rate forecasts, from 1986:08 to 2013:09, to measure the subjective, ex ante premium. This eliminates the need for a joint hypothesis of rational expectations and enables more direct focus on risk behavior. Using the Cointegrated VAR (CVAR), strong support is found for this hypothesis, as the exchange rate's deviation from a one-year moving average is significant at the 1% level and forms a stationary cointegrating relationship with the premium for the four USD exchange rates examined (against the Swiss franc, Japanese yen, British pound, and Canadian dollar).

Suggested Citation

  • Steve Furnagiev & Josh Stillwagon, 2015. "Subjective Currency Risk Premia and Deviations from Moving Averages," Working Papers 1506, Trinity College, Department of Economics.
  • Handle: RePEc:tri:wpaper:1506
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    File URL: http://www3.trincoll.edu/repec/WorkingPapers2015/WP15-06.pdf
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    1. Martin Eichenbaum & Charles L. Evans, 1995. "Some Empirical Evidence on the Effects of Shocks to Monetary Policy on Exchange Rates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 975-1009.
    2. Bacchetta, Philippe & Mertens, Elmar & van Wincoop, Eric, 2009. "Predictability in financial markets: What do survey expectations tell us?," Journal of International Money and Finance, Elsevier, vol. 28(3), pages 406-426, April.
    3. Gourinchas, P O & Tornell, A, 2004. "Exchange rate puzzles and distorted beliefs," Department of Economics, Working Paper Series qt63m3f61w, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    4. Kenneth Rogoff, 1996. "The Purchasing Power Parity Puzzle," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 647-668, June.
    5. Yin-Wong Cheung & Menzie D. Chinn & Ian W. Marsh, 2004. "How do UK-based foreign exchange dealers think their market operates?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 9(4), pages 289-306.
    6. Froot, Kenneth A. & Frankel, Jeffrey A., 1988. "Forward Discount Bias: Is It an Exchange Risk Premium?," Department of Economics, Working Paper Series qt5w65g4zg, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    7. Shlomo Benartzi & Richard H. Thaler, 1995. "Myopic Loss Aversion and the Equity Premium Puzzle," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(1), pages 73-92.
    8. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    9. Cosmin Ilut, 2012. "Ambiguity Aversion: Implications for the Uncovered Interest Rate Parity Puzzle," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 33-65, July.
    10. Philippe Bacchetta & Eric Van Wincoop, 2006. "Incomplete information processing: a solution to the forward discount puzzle," Proceedings, Federal Reserve Bank of San Francisco, issue Jun.
    11. Ronald MacDonald, 2000. "Expectations Formation and Risk in Three Financial Markets: Surveying What the Surveys Say," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 69-100, February.
    12. J. Tobin, 1958. "Liquidity Preference as Behavior Towards Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 25(2), pages 65-86.
    13. Mark, Nelson C & Wu, Yangru, 1998. "Rethinking Deviations from Uncovered Interest Parity: The Role of Covariance Risk and Noise," Economic Journal, Royal Economic Society, vol. 108(451), pages 1686-1706, November.
    14. Richard H. Thaler & Eric J. Johnson, 1990. "Gambling with the House Money and Trying to Break Even: The Effects of Prior Outcomes on Risky Choice," Management Science, INFORMS, vol. 36(6), pages 643-660, June.
    15. Engel, Charles, 1996. "The forward discount anomaly and the risk premium: A survey of recent evidence," Journal of Empirical Finance, Elsevier, vol. 3(2), pages 123-192, June.
    16. Kevin D. Hoover & Soren Johansen & Katarina Juselius, 2008. "Allowing the Data to Speak Freely: The Macroeconometrics of the Cointegrated Vector Autoregression," American Economic Review, American Economic Association, vol. 98(2), pages 251-255, May.
    17. Kenneth A. Froot & Jeffrey A. Frankel, 1989. "Forward Discount Bias: Is it an Exchange Risk Premium?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(1), pages 139-161.
    18. Vasilev, Aleksandar & Maksumov, Rashid, 2010. "Critical analysis of Chapter 23 of Keynes’s Notes on Mercantilism in The General Theory of Employment, Interest and Money (1936)," EconStor Research Reports 155318, ZBW - Leibniz Information Centre for Economics.
    19. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    20. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    21. Cavaglia, Stefano & Verschoor, Willem F. C. & Wolff, Christian C. P., 1993. "Further evidence on exchange rate expectations," Journal of International Money and Finance, Elsevier, vol. 12(1), pages 78-98, February.
    22. Bacchetta, Philippe & van Wincoop, Eric, 2005. "Rational Inattention: A Solution to the Forward Discount Puzzle," CEPR Discussion Papers 5261, C.E.P.R. Discussion Papers.
    23. Unknown, 2005. "Forward," 2005 Conference: Slovenia in the EU - Challenges for Agriculture, Food Science and Rural Affairs, November 10-11, 2005, Moravske Toplice, Slovenia 183804, Slovenian Association of Agricultural Economists (DAES).
    24. Dornbusch, Rudiger, 1976. "Expectations and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1161-1176, December.
    25. Thomas Gehrig & Lukas Menkhoff, 2006. "Extended evidence on the use of technical analysis in foreign exchange," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 11(4), pages 327-338.
    26. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    27. Fama, Eugene F., 1984. "Forward and spot exchange rates," Journal of Monetary Economics, Elsevier, vol. 14(3), pages 319-338, November.
    28. Chinn, Menzie & Frankel, Jeffrey, 1994. "Patterns in Exchange Rate Forecasts for Twenty-five Currencies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(4), pages 759-770, November.
    29. Juselius, Katarina, 2006. "The Cointegrated VAR Model: Methodology and Applications," OUP Catalogue, Oxford University Press, number 9780199285679.
    30. Gourinchas, Pierre-Olivier & Tornell, Aaron, 2004. "Exchange rate puzzles and distorted beliefs," Journal of International Economics, Elsevier, vol. 64(2), pages 303-333, December.
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    More about this item

    Keywords

    Exchange rates; risk premia; survey data; IKE gap model; moving average; CVAR;
    All these keywords.

    JEL classification:

    • F31 - International Economics - - International Finance - - - Foreign Exchange

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