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Do markets learn to rationally expect US interest rates? Evidence from survey data

Author

Listed:
  • Georges Prat

    (EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique)

  • Remzi Uctum

    (EconomiX - EconomiX - UPN - Université Paris Nanterre - CNRS - Centre National de la Recherche Scientifique)

Abstract

Using Consensus Economics survey data on the US 3-month bill rate and the 10 years Treasury bonds expectations for the 3- and 12-month horizons over the period November 1989 – May 2015, this article aims at testing whether a group of rational forecasters coexists with or emerges over time beside a group of forecasters employing the traditional limited information-based rules that are the extrapolative, the adaptive, the regressive and the forward-market premium rules. We estimate the time-varying weights associated with the two groups using the Kalman filter methodology and find that the aggregate expectations fail to exhibit a learning process towards rationality both for short term and long term interest rates. While long term interest rate expectations appear to be explained only by limited information rules at any time, in the case of the short term interest rate a group of rational agents seems to have operated in the market over the whole period with a small but almost constant weight simultaneously with limited information-based forecasters. Overall, for both short and long term interest rates, our results strongly suggest that experts' forecasts are essentially based on a combination of the four traditional processes. This is consistent with the economically rational expectations theory which suggests that information costs and agents' aversion to misestimating future interest rates determine the optimal amounts of information on which they base their expectations.

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  • Georges Prat & Remzi Uctum, 2016. "Do markets learn to rationally expect US interest rates? Evidence from survey data," Working Papers hal-04141591, HAL.
  • Handle: RePEc:hal:wpaper:hal-04141591
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    1. 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.
    2. Froot, Kenneth A, 1989. " New Hope for the Expectations Hypothesis of the Term Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 44(2), pages 283-305, June.
    3. John Y. Campbell, 1995. "Some Lessons from the Yield Curve," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 129-152, Summer.
    4. 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.
    5. Fourgeaud, Claude & Gourieroux, Christian & Pradel, Jacqueline, 1986. "Learning Procedures and Convergence to Rationality," Econometrica, Econometric Society, vol. 54(4), pages 845-868, July.
    6. Grossman, Sanford J & Stiglitz, Joseph E, 1980. "On the Impossibility of Informationally Efficient Markets," American Economic Review, American Economic Association, vol. 70(3), pages 393-408, June.
    7. Greer, Mark, 2003. "Directional accuracy tests of long-term interest rate forecasts," International Journal of Forecasting, Elsevier, vol. 19(2), pages 291-298.
    8. 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.
    9. Batchelor, Roy & Dua, Pami, 1991. "Blue Chip Rationality Tests," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 23(4), pages 692-705, November.
    10. J. Huston McCulloch, 2005. "The Kalman Foundations of Adaptive Least Squares: Applications to Unemployment and Inflation," Computing in Economics and Finance 2005 239, Society for Computational Economics.
    11. Shiller, Robert J, 1981. "Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends?," American Economic Review, American Economic Association, vol. 71(3), pages 421-436, June.
    12. Kaminsky, Graciela, 1993. "Is There a Peso Problem? Evidence from the Dollar/Pound Exchange Rate, 1976-1987," American Economic Review, American Economic Association, vol. 83(3), pages 450-472, June.
    13. Shiller, Robert J., 1978. "Rational expectations and the dynamic structure of macroeconomic models : A critical review," Journal of Monetary Economics, Elsevier, vol. 4(1), pages 1-44, January.
    14. Joyce, Michael & Relleen, Jonathan & Sorensen, Steffen, 2008. "Measuring monetary policy expectations from financial market instruments," Bank of England working papers 356, Bank of England.
    15. Mitchell, Karlyn & Pearce, Douglas K., 2007. "Professional forecasts of interest rates and exchange rates: Evidence from the Wall Street Journal's panel of economists," Journal of Macroeconomics, Elsevier, vol. 29(4), pages 840-854, December.
    16. Pok-sang Lam & Stephen G. Cecchetti & Nelson C. Mark, 2000. "Asset Pricing with Distorted Beliefs: Are Equity Returns Too Good to Be True?," American Economic Review, American Economic Association, vol. 90(4), pages 787-805, September.
    17. Branch, William A. & Evans, George W., 2006. "A simple recursive forecasting model," Economics Letters, Elsevier, vol. 91(2), pages 158-166, May.
    18. MacDonald, Ronald & Macmillan, Peter, 1994. "On the Expectations View of the Term Structure, Term Premia and Survey-Based Expectations," Economic Journal, Royal Economic Society, vol. 104(426), pages 1070-1086, September.
    19. 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.
    20. Simon, David P, 1989. "The Rationality of Federal Funds Rate Expectations: Evidence from a Survey: A Note," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 21(3), pages 388-393, August.
    21. Estrella, Arturo & Hardouvelis, Gikas A, 1991. "The Term Structure as a Predictor of Real Economic Activity," Journal of Finance, American Finance Association, vol. 46(2), pages 555-576, June.
    22. Friedrich Heinemann & Katrin Ullrich, 2006. "The Impact of EMU on Inflation Expectations," Open Economies Review, Springer, vol. 17(2), pages 175-195, April.
    23. Mehra, Rajnish & Prescott, Edward C., 1985. "The equity premium: A puzzle," Journal of Monetary Economics, Elsevier, vol. 15(2), pages 145-161, March.
    24. Friedman, Benjamin M, 1980. "The Determination of Long-Term Interest Rates: Implications for Fiscal and Monetary Policies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 12(2), pages 331-352, Special I.
    25. ter Ellen, Saskia & Verschoor, Willem F.C. & Zwinkels, Remco C.J., 2013. "Dynamic expectation formation in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 75-97.
    26. John F. Muth, 1985. "Properties of Some Short-run Business Forecasts," Eastern Economic Journal, Eastern Economic Association, vol. 11(3), pages 200-210, Jul-Sep.
    27. Sethi, Rajiv & Franke, Reiner, 1995. "Behavioural Heterogeneity under Evolutionary Pressure: Macroeconomic Implications of Costly Optimisation," Economic Journal, Royal Economic Society, vol. 105(430), pages 583-600, May.
    28. McGough, Bruce, 2003. "Statistical Learning With Time-Varying Parameters," Macroeconomic Dynamics, Cambridge University Press, vol. 7(1), pages 119-139, February.
    29. Robert J. Shiller & John Y. Campbell & Kermit L. Schoenholtz, 1983. "Forward Rates and Future Policy: Interpreting the Term Structure of Interest Rates," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 14(1), pages 173-224.
    30. Sargent, Thomas J., 1993. "Bounded Rationality in Macroeconomics: The Arne Ryde Memorial Lectures," OUP Catalogue, Oxford University Press, number 9780198288695.
    31. Racette, Daniel & Raynauld, Jacques, 1994. "BVAR Models with Economic Priors: An Application to the Propagation of U.S. Regional Cycles to Canada," Empirical Economics, Springer, vol. 19(4), pages 675-690.
    32. Grossman, Sanford J, 1976. "On the Efficiency of Competitive Stock Markets Where Trades Have Diverse Information," Journal of Finance, American Finance Association, vol. 31(2), pages 573-585, May.
    33. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    34. Friedman, Benjamin M, 1979. "Interest Rate Expectations versus Forward Rates: Evidence from an Expectations Survey," Journal of Finance, American Finance Association, vol. 34(4), pages 965-973, September.
    35. Nicholas Barberis & Ming Huang & Tano Santos, 2001. "Prospect Theory and Asset Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 1-53.
    36. Bullard, James, 1992. "Time-varying parameters and nonconvergence to rational expectations under least squares learning," Economics Letters, Elsevier, vol. 40(2), pages 159-166, October.
    37. Jongen, Ron & Verschoor, Willem F.C., 2008. "Further evidence on the rationality of interest rate expectations," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(5), pages 438-448, December.
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