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Can signal extraction help predict risk premia in foreign exchange rates

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  • Kiani, Khurshid M.

Abstract

The present study investigates possible existence of time varying risk premia in Brazilian real, Chinese yuan; Cypriot pound, Danish krone, Eurozone euro, French franc, Indian rupee, Japanese yen, Pakistani rupee, and British pound forward foreign exchange rates against US dollar. Exchange rates in these series are modeled using non-Gaussian state space models that encompass non-normality and GARCH-like affects.

Suggested Citation

  • Kiani, Khurshid M., 2013. "Can signal extraction help predict risk premia in foreign exchange rates," Economic Modelling, Elsevier, vol. 33(C), pages 926-939.
  • Handle: RePEc:eee:ecmode:v:33:y:2013:i:c:p:926-939
    DOI: 10.1016/j.econmod.2013.06.005
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    1. 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.
    2. Guillermo A. Calvo & Carmen M. Reinhart, 2002. "Fear of Floating," The Quarterly Journal of Economics, Oxford University Press, vol. 117(2), pages 379-408.
    3. 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.
    4. Jeremy Berkowitz & Lorenzo Giorgianni, 2001. "Long-Horizon Exchange Rate Predictability?," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 81-91, February.
    5. Kenneth A. Froot & Jeffrey A. Frankel, 1989. "Forward Discount Bias: Is it an Exchange Risk Premium?," The Quarterly Journal of Economics, Oxford University Press, vol. 104(1), pages 139-161.
    6. Carmen M. Reinhart & Kenneth S. Rogoff, 2004. "The Modern History of Exchange Rate Arrangements: A Reinterpretation," The Quarterly Journal of Economics, Oxford University Press, vol. 119(1), pages 1-48.
    7. Hai, Weike & Mark, Nelson C & Wu, Yangru, 1997. "Understanding Spot and Forward Exchange Rate Regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(6), pages 715-734, Nov.-Dec..
    8. Olivier Blanchard, 2009. "The Crisis: Basic Mechanisms and Appropriate Policies," CESifo Forum, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 10(01), pages 3-14, April.
    9. Ram Bhar & Carl Chiarella & Toan Pham, 2000. "Modeling the Currency Forward Risk Premium: Theory and Evidence," Research Paper Series 41, Quantitative Finance Research Centre, University of Technology, Sydney.
    10. Wolff, Christian C, 1987. "Forward Exchange Rates and Expected Future Spot Rates," CEPR Discussion Papers 187, C.E.P.R. Discussion Papers.
    11. So, Jacky C, 1987. "The Sub-Gaussian Distribution of Currency Futures: Stable Peretian or Nonstationary?," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 100-107, February.
    12. Canova, Fabio & Ito, Takatoshi, 1991. "The Time-Series Properties of the Risk Premium in the Yen/Dollar Exchange Market," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(2), pages 125-142, April-Jun.
    13. Wolff, Christian C P, 1987. "Forward Foreign Exchange Rates, Expected Spot Rates, and Premia: A Signal-Extraction Approach," Journal of Finance, American Finance Association, vol. 42(2), pages 395-406, June.
    14. Nijman, T.E. & Palm, F.C. & Wolff, C.C.P., 1991. "Premia in forward foreign exchange as unobserved components," Other publications TiSEM f9309525-e1b8-46ad-8760-9, Tilburg University, School of Economics and Management.
    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. Lungu, L. & Matthews, K.G.P. & Minford, A.P.L., 2008. "Partial current information and signal extraction in a rational expectations macroeconomic model: A computational solution," Economic Modelling, Elsevier, vol. 25(2), pages 255-273, March.
    17. Abell, John D., 1990. "Twin deficits during the 1980s: An empirical investigation," Journal of Macroeconomics, Elsevier, vol. 12(1), pages 81-96.
    18. Hsieh, David A, 1989. "Testing for Nonlinear Dependence in Daily Foreign Exchange Rates," The Journal of Business, University of Chicago Press, vol. 62(3), pages 339-368, July.
    19. McCulloch, J Huston, 1997. "Measuring Tail Thickness to Estimate the Stable Index Alpha: A Critique," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 74-81, January.
    20. Fabio Canova & Takatoshi Ito, 1988. "On Time-Series Properties of Time-Varying Risk Premium in the Yen/Dollar Exchange Market," NBER Working Papers 2678, National Bureau of Economic Research, Inc.
    21. Yongmiao Hong & Tae-Hwy Lee, 2003. "Inference on Predictability of Foreign Exchange Rates via Generalized Spectrum and Nonlinear Time Series Models," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 1048-1062, November.
    22. Chan, Hing Lin & Lee, Shu Kam & Woo, Kai Yin, 2001. "Detecting rational bubbles in the residential housing markets of Hong Kong," Economic Modelling, Elsevier, vol. 18(1), pages 61-73, January.
    23. Khurshid M. Kiani, 2009. "Forecasting Forward Exchange Rate Risk Premium In Singapore Dollar/Us Dollar Exchange Rate Market," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 54(02), pages 283-298.
    24. Maurice Obstfeld & Kenneth Rogoff, 1995. "The Mirage of Fixed Exchange Rates," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 73-96, Fall.
    25. Wolff, Christian C. P., 2000. "Measuring the forward foreign exchange risk premium: multi-country evidence from unobserved components models," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 10(1), pages 1-8, January.
    26. Tucker, Alan L & Pond, Lallon, 1988. "The Probability Distribution of Foreign Exchange Price Changes: Tests of Candidate Processes," The Review of Economics and Statistics, MIT Press, vol. 70(4), pages 638-647, November.
    27. Boothe, Paul & Glassman, Debra, 1987. "The statistical distribution of exchange rates: Empirical evidence and economic implications," Journal of International Economics, Elsevier, vol. 22(3-4), pages 297-319, May.
    28. Nijman, Theo E & Palm, Franz C & Wolff, Christian C P, 1993. "Premia in Forward Foreign Exchange as Unobserved Components: A Note," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(3), pages 361-365, July.
    29. Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388, December.
    30. Pollock, D. S. G., 2001. "Methodology for trend estimation," Economic Modelling, Elsevier, vol. 18(1), pages 75-96, January.
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    Cited by:

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    2. Coelho dos Santos, Marcelo Bittencourt & Klotzle, Marcelo Cabus & Figueiredo Pinto, Antonio Carlos, 2016. "Evidence of risk premiums in emerging market carry trade currencies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 44(C), pages 103-115.
    3. Kumar, Satish, 2019. "Does risk premium help uncover the uncovered interest parity failure?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).

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    More about this item

    Keywords

    Forward foreign exchange rates; Non-normality; Risk premium; Spot foreign exchange rates; State space model; Volatility persistence;
    All these keywords.

    JEL classification:

    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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