IDEAS home Printed from https://ideas.repec.org/p/drm/wpaper/2012-29.html
   My bibliography  Save this paper

Modeling the horizon-dependent risk premium in the forex market: evidence from survey data

Author

Listed:
  • Georges Prat
  • Remzi Uctum

Abstract

Using Consensus Economics survey data on experts' expectations, we aim to model the 3- and 12-month ahead ex-ante risk premia on the Yen/USD and the British Pound/USD exchange markets. For each market and at a given horizon, we show that the risk premium is well determined by the conditional expected variance of the change in the real exchange rate, agents' real net market position in assets and a constant composite risk aversion coefficient, as suggested by a two-country portfolio asset pricing model. The expected variance depends on the past values of the observed variance and the unobservable real net market position is estimated as a state variable using the Kalman filter methodology. We found that the trends of our estimated horizon-specific net market positions are consistent with the ones of the observed short term aggregate net market positions calculated using the U.S. Treasury International Capital System dataset. Moreover, we show that the ex-post premia tend to adjust towards the ex-ante values, suggesting that experts' beliefs provide a relevant information to the market. These results bring new responses to the difficulties reported by the widespread ex-post risk premium literature and enhances the usefulness of survey data in modelling the risk premium.

Suggested Citation

  • Georges Prat & Remzi Uctum, 2012. "Modeling the horizon-dependent risk premium in the forex market: evidence from survey data," EconomiX Working Papers 2012-29, University of Paris Nanterre, EconomiX.
    • Handle: RePEc:drm:wpaper:2012-29
    as

    Download full text from publisher

    File URL: http://economix.fr/pdf/dt/2012/WP_EcoX_2012-29.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Obstfeld, Maurice & Rogoff, Kenneth, 1995. "Exchange Rate Dynamics Redux," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 624-660, June.
    2. Chionis, Dionysios & MacDonald, Ronald, 2002. "Aggregate and disaggregate measures of the foreign exchange risk premium," International Review of Economics & Finance, Elsevier, vol. 11(1), pages 57-84, April.
    3. Lewis, Karen K., 1995. "Puzzles in international financial markets," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 37, pages 1913-1971, Elsevier.
    4. MacDonald, Ronald, 1990. "Are Foreign Exchange Market Forecasters "Rational"? Some Survey-Based Tests," The Manchester School of Economic & Social Studies, University of Manchester, vol. 58(3), pages 229-241, September.
    5. 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.
    6. Hansen, Lars Peter & Hodrick, Robert J, 1980. "Forward Exchange Rates as Optimal Predictors of Future Spot Rates: An Econometric Analysis," Journal of Political Economy, University of Chicago Press, vol. 88(5), pages 829-853, October.
    7. Domowitz, Ian & Hakkio, Craig S., 1985. "Conditional variance and the risk premium in the foreign exchange market," Journal of International Economics, Elsevier, vol. 19(1-2), pages 47-66, August.
    8. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    9. Svensson, Lars E. O., 1985. "Currency prices, terms of trade, and interest rates: A general equilibrium asset-pricing cash-in-advance approach," Journal of International Economics, Elsevier, vol. 18(1-2), pages 17-41, February.
    10. François Gardes & Georges Prat (ed.), 2000. "Price Expectations in Goods and Financial Markets," Books, Edward Elgar Publishing, number 2016.
    11. Jeffrey A. Frankel & Kenneth Froot, 1990. "Exchange Rate Forecasting Techniques, Survey Data, and Implications for the Foreign Exchange Market," NBER Working Papers 3470, National Bureau of Economic Research, Inc.
    12. Paul A. Samuelson, 2011. "Lifetime Portfolio Selection by Dynamic Stochastic Programming," World Scientific Book Chapters, in: Leonard C MacLean & Edward O Thorp & William T Ziemba (ed.), THE KELLY CAPITAL GROWTH INVESTMENT CRITERION THEORY and PRACTICE, chapter 31, pages 465-472, World Scientific Publishing Co. Pte. Ltd..
    13. 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.
    14. Backus, David K & Gregory, Allan W & Telmer, Chris I, 1993. "Accounting for Forward Rates in Markets for Foreign Currency," Journal of Finance, American Finance Association, vol. 48(5), pages 1887-1908, December.
    15. Campbell, John Y. & Clarida, Richard H., 1987. "The term structure of euromarket interest rates : An empirical investigation," Journal of Monetary Economics, Elsevier, vol. 19(1), pages 25-44, January.
    16. Hodrick, Robert J., 1989. "Risk, uncertainty, and exchange rates," Journal of Monetary Economics, Elsevier, vol. 23(3), pages 433-459, May.
    17. Philippe Andrade & Catherine Bruneau, 2002. "Excess returns, portfolio choices and exchange rate dynamics. The yen/dollar case, 1980–1998," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(3), pages 233-256, July.
    18. John H. Cochrane, 1999. "Portfolio advice of a multifactor world," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 23(Q III), pages 59-78.
    19. 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.
    20. MacDonald, Ronald & Torrance, Thomas S, 1990. "Expectations Formation and Risk in Four Foreign Exchange Markets," Oxford Economic Papers, Oxford University Press, vol. 42(3), pages 544-561, July.
    21. Feige, Edgar L & Pearce, Douglas K, 1976. "Economically Rational Expectations: Are Innovations in the Rate of Inflation Independent of Innovations in Measures of Monetary and Fiscal Policy?," Journal of Political Economy, University of Chicago Press, vol. 84(3), pages 499-522, June.
    22. Merton, Robert C, 1969. "Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 247-257, August.
    23. Lucas, Robert Jr., 1982. "Interest rates and currency prices in a two-country world," Journal of Monetary Economics, Elsevier, vol. 10(3), pages 335-359.
    24. Georges Prat & François Gardes, 2000. "Price expectations in goods and financial markets," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00172996, HAL.
    25. Sibert, Anne, 1996. "Unconventional preferences: do they explain foreign exchange risk premia?," Journal of International Money and Finance, Elsevier, vol. 15(1), pages 149-165, February.
    26. Mark, Nelson C., 1985. "On time varying risk premia in the foreign exchange market: An econometric analysis," Journal of Monetary Economics, Elsevier, vol. 16(1), pages 3-18, July.
    27. Cumby, Robert E., 1988. "Is it risk? : Explaining deviations from uncovered interest parity," Journal of Monetary Economics, Elsevier, vol. 22(2), pages 279-299, September.
    28. Georges Prat & Remzi Uctum, 2007. "Switching between Expectation Processes in the Foreign Exchange Market: a Probabilistic Approach using Survey Data," Review of International Economics, Wiley Blackwell, vol. 15(4), pages 700-719, September.
    29. MacDonald, Ronald & Torrance, T S, 1988. "On Risk, Rationality and Excessive Speculation in the Deutschmark-U.S. Dollar Exchange Market: Some Evidence Using Survey Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 50(2), pages 107-123, May.
    30. Fama, Eugene F., 1984. "Forward and spot exchange rates," Journal of Monetary Economics, Elsevier, vol. 14(3), pages 319-338, November.
    31. Cavaglia, Stefano M F G & Verschoor, Willem F C & Wolff, Christian C P, 1994. "On the Biasedness of Forward Foreign Exchange Rates: Irrationality or Risk Premia?," The Journal of Business, University of Chicago Press, vol. 67(3), pages 321-343, July.
    32. Verschoor, Willem F. C. & Wolff, Christian C. P., 2001. "Scandinavian forward discount bias risk premia," Economics Letters, Elsevier, vol. 73(1), pages 65-72, October.
    33. Michael B. Devereux & Charles Engel, 1998. "Fixed vs. Floating Exchange Rates: How Price Setting Affects the Optimal Choice of Exchange-Rate Regime," NBER Working Papers 6867, National Bureau of Economic Research, Inc.
    34. MacDonald, Ronald & Taylor, Mark P., 1994. "The monetary model of the exchange rate: long-run relationships, short-run dynamics and how to beat a random walk," Journal of International Money and Finance, Elsevier, vol. 13(3), pages 276-290, June.
    35. Nicholas Barberis, 2000. "Investing for the Long Run when Returns Are Predictable," Journal of Finance, American Finance Association, vol. 55(1), pages 225-264, February.
    36. Mark, Nelson C, 1995. "Exchange Rates and Fundamentals: Evidence on Long-Horizon Predictability," American Economic Review, American Economic Association, vol. 85(1), pages 201-218, March.
    37. Liu, Peter C. & Maddala, G. S., 1992. "Rationality of survey data and tests for market efficiency in the foreign exchange markets," Journal of International Money and Finance, Elsevier, vol. 11(4), pages 366-381, August.
    38. Andrade, Philippe & Bruneau, Catherine, 2002. "Excess Returns, Portfolio Choices and Exchange Rate Dynamics: The Yen/Dollar Case, 1980-1998," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(3), pages 237-260, July.
    39. Ruelke, Jan C. & Frenkel, Michael R. & Stadtmann, Georg, 2010. "Expectations on the yen/dollar exchange rate - Evidence from the Wall Street Journal forecast poll," Journal of the Japanese and International Economies, Elsevier, vol. 24(3), pages 355-368, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Georges Prat & Remzi Uctum, 2015. "Expectation formation in the foreign exchange market: a time-varying heterogeneity approach using survey data," Applied Economics, Taylor & Francis Journals, vol. 47(34-35), pages 3673-3695, July.
    2. Georges Prat & Remzi Uctum, 2016. "Do markets learn to rationally expect US interest rates? Evidence from survey data," Post-Print hal-01411824, HAL.
    3. Georges Prat & Remzi Uctum, 2021. "Modeling ex-ante risk premia in the oil market," Working Papers hal-03508699, HAL.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Prat, Georges & Uctum, Remzi, 2013. "Modeling the horizon-dependent ex-ante risk premium in the foreign exchange market: Evidence from survey data," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 23(C), pages 33-54.
    2. Georges Prat & Remzi Uctum, 2012. "Modeling the horizon-dependent risk premium in the forex market: evidence from survey data," Working Papers hal-04141062, HAL.
    3. 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," Working Papers hal-04140761, HAL.
    4. 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.
    5. Ron Jongen & Willem F.C. Verschoor & Christian C.P. Wolff, 2008. "Foreign Exchange Rate Expectations: Survey And Synthesis," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 140-165, February.
    6. Georges Prat & Remzi Uctum, 2015. "Expectation formation in the foreign exchange market: a time-varying heterogeneity approach using survey data," Applied Economics, Taylor & Francis Journals, vol. 47(34-35), pages 3673-3695, July.
    7. MacDonald, Ronald, 2000. "Is the foreign exchange market 'risky'? Some new survey-based results," Journal of Multinational Financial Management, Elsevier, vol. 10(1), pages 1-14, January.
    8. Lucio Sarno, 2005. "Viewpoint: Towards a solution to the puzzles in exchange rate economics: where do we stand?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 38(3), pages 673-708, August.
    9. 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.
    10. Georges Prat & Remzi Uctum, 2014. "Expectation formation in the foreign exchange market: a time-varying heterogeneity approach using survey data," Working Papers hal-04141348, HAL.
    11. Benassy-Quere, Agnes & Larribeau, Sophie & MacDonald, Ronald, 2003. "Models of exchange rate expectations: how much heterogeneity?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(2), pages 113-136, April.
    12. Duarte, Margarida & Stockman, Alan C., 2005. "Rational speculation and exchange rates," Journal of Monetary Economics, Elsevier, vol. 52(1), pages 3-29, January.
    13. Stuart Landon & Constance E. Smith, 2003. "The Risk Premium, Exchange Rate Expectations, and the Forward Exchange Rate: Estimates for the Yen–Dollar Rate," Review of International Economics, Wiley Blackwell, vol. 11(1), pages 144-158, February.
    14. Verschoor, Willem F. C. & Wolff, Christian C. P., 2001. "Exchange risk premia, expectations formation and "news" in the Mexican peso/U.S. dollar forward exchange rate market," International Review of Financial Analysis, Elsevier, vol. 10(2), pages 157-174.
    15. Wagner, Christian, 2012. "Risk-premia, carry-trade dynamics, and economic value of currency speculation," Journal of International Money and Finance, Elsevier, vol. 31(5), pages 1195-1219.
    16. Bhatti, Razzaque H., 2014. "The existence of uncovered interest parity in the CIS countries," Economic Modelling, Elsevier, vol. 40(C), pages 227-241.
    17. Tai, Chu-Sheng, 1999. "Time-varying risk premia in foreign exchange and equity markets: evidence from Asia-Pacific countries," Journal of Multinational Financial Management, Elsevier, vol. 9(3-4), pages 291-316, November.
    18. Lewis, Karen K., 1995. "Puzzles in international financial markets," Handbook of International Economics, in: G. M. Grossman & K. Rogoff (ed.), Handbook of International Economics, edition 1, volume 3, chapter 37, pages 1913-1971, Elsevier.
    19. Juan Jose Echavarria & Mauricio Villamizar-Villegas, 2016. "Great expectations? evidence from Colombia’s exchange rate survey," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 25(1), pages 1-27, December.
    20. Tai, Chu-Sheng, 2003. "Can currency risk be a source of risk premium in explaining forward premium puzzle?: Evidence from Asia-Pacific forward exchange markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 13(4), pages 291-311, October.

    More about this item

    Keywords

    risk premium; foreign exchange market; international asset pricing model; survey data;
    All these keywords.

    JEL classification:

    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:drm:wpaper:2012-29. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Valerie Mignon (email available below). General contact details of provider: https://edirc.repec.org/data/modemfr.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.