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Testing for Forward-Rate Unbiasedness: On Regression in Levels and in Returns

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  • Alex Maynard

    (University of Toronto)

Abstract

Several recent empirical studies have been forced to reject exact 1:1 cointegration between spot and forward exchange rates. Theoretically, this is shown to provide a possible explanation for the puzzling negative estimates reported from spot-return-forward-premium regressions. In particular, the coefficient in this regression has a unit root component in its limit distribution that imparts a bias and skewness to the estimator. Simulations are used to demonstrate how even very small deviations from 1:1 cointegration can result in substantial bias. The empirical evidence suggests that the implied Dickey-Fuller-type terms do exhibit a downward bias, yet are of insufficient magnitude to fully account for the puzzling regression coefficients mentioned above. © 2003 President and Fellows of Harvard College and the Massachusetts Institute of Technology.

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  • Alex Maynard, 2003. "Testing for Forward-Rate Unbiasedness: On Regression in Levels and in Returns," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 313-327, May.
  • Handle: RePEc:tpr:restat:v:85:y:2003:i:2:p:313-327
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    Cited by:

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    2. Kleopatra Nikolaou & Lucio Sarno, 2006. "New evidence on the forward unbiasedness hypothesis in the foreign‐exchange market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 26(7), pages 627-656, July.
    3. Erdem, F. Pinar & Geyikci, Utku Bora, 2021. "Local, global and regional shocks indices in emerging exchange rate markets," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 98-113.
    4. Eichenbaum, Martin & Rebelo, Sérgio & Burnside, Craig & Kleshchelski, Isaac, 2006. "The Returns to Currency Speculation," CEPR Discussion Papers 5883, C.E.P.R. Discussion Papers.
    5. Kellard, Neil & Sarantis, Nicholas, 2008. "Can exchange rate volatility explain persistence in the forward premium?," Journal of Empirical Finance, Elsevier, vol. 15(4), pages 714-728, September.
    6. Fatma Pinar Erdem & Utku Bora Geyikci, 2018. "Local, Regional and Global FX Shock Indices in Emerging Markets," CBT Research Notes in Economics 1812, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    7. Xiao-Ming Li, 2014. "Rethinking Long Memory and Structural Breaks in the Forward Premium," Scottish Journal of Political Economy, Scottish Economic Society, vol. 61(4), pages 455-485, September.
    8. Alex Maynard, 2006. "The forward premium anomaly: statistical artefact or economic puzzle? New evidence from robust tests," Canadian Journal of Economics, Canadian Economics Association, vol. 39(4), pages 1244-1281, November.
    9. Michael D. Goldberg & Olesia Kozlova & Deniz Ozabaci, 2020. "Forward Rate Bias in Developed and Developing Countries: More Risky Not Less Rational," Econometrics, MDPI, vol. 8(4), pages 1-26, December.
    10. Daniel L. Thornton, 2019. "Resolving the unbiasedness and forward premium puzzles," Scottish Journal of Political Economy, Scottish Economic Society, vol. 66(1), pages 5-27, February.
    11. Aneiros-Perez, G. & Vilar-Fernandez, J.M., 2008. "Local polynomial estimation in partial linear regression models under dependence," Computational Statistics & Data Analysis, Elsevier, vol. 52(5), pages 2757-2777, January.
    12. Demetrescu, Matei & Georgiev, Iliyan & Rodrigues, Paulo M.M. & Taylor, A.M. Robert, 2023. "Extensions to IVX methods of inference for return predictability," Journal of Econometrics, Elsevier, vol. 237(2).
    13. Lafuente, Juan A. & Pérez, Rafaela & Ruiz, Jesús, 2016. "Monetary policy regimes and the forward bias for foreign exchange," Journal of Economics and Business, Elsevier, vol. 85(C), pages 13-28.
    14. Leccadito, Arturo & Tunaru, Radu S. & Urga, Giovanni, 2015. "Trading strategies with implied forward credit default swap spreads," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 361-375.
    15. Modjtahedi, Bagher & Movassagh, Nahid, 2005. "Natural-gas futures: Bias, predictive performance, and the theory of storage," Energy Economics, Elsevier, vol. 27(4), pages 617-637, July.
    16. Brian Lucey & Grace Loring, 2012. "Forward Exchange Rate Biasedness across Developed and Developing Country Currencies - Do Observed Patterns Persist Out of Sample?Abstract:," The Institute for International Integration Studies Discussion Paper Series iiisdp404, IIIS.
    17. Aaron Smallwood; Alex Maynard; Mark Wohar, 2005. "The Long and the Short of It: Long Memory Regressors and Predictive Regressions," Computing in Economics and Finance 2005 384, Society for Computational Economics.
    18. Loring, Grace & Lucey, Brian, 2013. "An analysis of forward exchange rate biasedness across developed and developing country currencies: Do observed patterns persist out of sample?," Emerging Markets Review, Elsevier, vol. 17(C), pages 14-28.
    19. Fu, Hsuan & Luger, Richard, 2022. "Multiple testing of the forward rate unbiasedness hypothesis across currencies," Journal of Empirical Finance, Elsevier, vol. 68(C), pages 232-245.

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