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Testing the rationality of expectations in the Australian foreign exchange market using survey data with missing observations

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  • G. C. Lim
  • C. R. McKenzie

Abstract

This paper is concerned with testing the rationality of exchange rate expectations in the Australian foreign exchange market when there are missing observations in the survey data on expectations due to National or other holidays. The survey data analysed contains weekly observations on 1-week and 4-week ahead forecasts of the $US/$A and the Yen/$US exchange rates. The analysis proceeds by (i) examining the time series properties of the actual and expected exchange rates; (ii) investigating whether the cointegrating relationship between the actual and expected exchange rates suggested by the rational expectations hypothesis is satisfied; and (iii) for those cases where the appropriate cointegrating relationship is observed, testing for rationality using the forecast errors. In each of these steps, the problem of missing observations is addressed. Kalman filter techniques suggested by Harvey and Pierse (1984) are used to estimate the appropriate ARIMA models in each step. Results in steps (i) - (iii) are presented for two cases: when the problem of missing observations is ignored; and when appropriate techniques are used to deal with missing observations.

Suggested Citation

  • G. C. Lim & C. R. McKenzie, 1998. "Testing the rationality of expectations in the Australian foreign exchange market using survey data with missing observations," Applied Financial Economics, Taylor & Francis Journals, vol. 8(2), pages 181-190.
    • Handle: RePEc:taf:apfiec:v:8:y:1998:i:2:p:181-190
    DOI: 10.1080/096031098333168
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    1. Chow, Gregory C & Lin, An-loh, 1971. "Best Linear Unbiased Interpolation, Distribution, and Extrapolation of Time Series by Related Series," The Review of Economics and Statistics, MIT Press, vol. 53(4), pages 372-375, November.
    2. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    3. Jeremy Smith & David W.R. Gruen, 1989. "A Random Walk Around the $A: Expectations, Risk, Interest Rates and Consequences for External Imbalance," RBA Research Discussion Papers rdp8906, Reserve Bank of Australia.
    4. Frankel, Jeffrey A & Froot, Kenneth A, 1987. "Using Survey Data to Test Standard Propositions Regarding Exchange Rate Expectations," American Economic Review, American Economic Association, vol. 77(1), pages 133-153, March.
    5. Adrian Pagan, 1986. "Two Stage and Related Estimators and Their Applications," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 53(4), pages 517-538.
    6. Michael McAleer & C. R. McKenzie & A. D. Hall, 1988. "Testing Separate Time Series Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 9(2), pages 169-189, March.
    7. Marc Nerlove (ed.), 1991. "Issues in Contemporary Economics," International Economic Association Series, Palgrave Macmillan, number 978-1-349-11576-1, December.
    8. G. S. Maddala, 1991. "Survey Data on Expectations: What Have We Learnt?," International Economic Association Series, in: Marc Nerlove (ed.), Issues in Contemporary Economics, chapter 12, pages 319-344, Palgrave Macmillan.
    9. Cavaglia Stefano & Verschoor Willem F. C. & Wolff Christian C. P., 1993. "Asian Exchange Rate Expectations," Journal of the Japanese and International Economies, Elsevier, vol. 7(1), pages 57-77, March.
    10. Jeffrey A. Frankel & Kenneth A. Froot, 1985. "Using Survey Data to Test Some Standard Propositions Regarding Exchange Rate Expectations," NBER Working Papers 1672, National Bureau of Economic Research, Inc.
    11. Baillie, Richard T. & Selover, David D., 1987. "Cointegration and models of exchange rate determination," International Journal of Forecasting, Elsevier, vol. 3(1), pages 43-51.
    12. Philip W. Lowe & Robert G. Trevor, 1987. "The Performance of Exchange Rate Forecasts," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 20(4), pages 31-44, December.
    13. Ito, Takatoshi, 1990. "Foreign Exchange Rate Expectations: Micro Survey Data," American Economic Review, American Economic Association, vol. 80(3), pages 434-449, June.
    14. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, vol. 14(1-2), pages 3-24, February.
    15. Colin McKenzie & Michael McAleer, 1997. "On Efficient Estimation and Correct Inference in Models with Generated Regressors: a General Approach," The Japanese Economic Review, Japanese Economic Association, vol. 48(4), pages 368-389, December.
    16. Coleman, Mark, 1990. "Cointegration-based tests of daily foreign exchange market efficiency," Economics Letters, Elsevier, vol. 32(1), pages 53-59, January.
    17. 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.
    18. Fischer, Andreas M, 1989. "Unit Roots and Survey Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 51(4), pages 451-463, November.
    19. Granger, Clive W J, 1986. "Developments in the Study of Cointegrated Economic Variables," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 213-228, August.
    20. Frankel, Jeffrey A & Chinn, Menzie D, 1993. "Exchange Rate Expectations and the Risk Premium: Tests for a Cross Section of 17 Currencies," Review of International Economics, Wiley Blackwell, vol. 1(2), pages 136-144, June.
    21. 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.
    22. Copeland, Laurence S, 1991. "Cointegration Tests with Daily Exchange Rate Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 53(2), pages 185-198, May.
    23. Shinji Takagi, 1991. "Exchange Rate Expectations: A Survey of Survey Studies," IMF Staff Papers, Palgrave Macmillan, vol. 38(1), pages 156-183, March.
    24. Goodhart, Charles A E & McMahon, Patrick C & Ngama, Yerima Lawan, 1992. "Does the Forward Premium/Discount Help to Predict the Future Change in the Exchange Rate?," Scottish Journal of Political Economy, Scottish Economic Society, vol. 39(2), pages 129-140, May.
    25. repec:bla:jfinan:v:44:y:1989:i:1:p:167-81 is not listed on IDEAS
    26. M. Manzur, 1988. "How Much are Exchange Rate Forecasts Worth?," Economics Discussion / Working Papers 88-18, The University of Western Australia, Department of Economics.
    27. Barnhart, Scott W. & Szakmary, Andrew C., 1991. "Testing the Unbiased Forward Rate Hypothesis: Evidence on Unit Roots, Co-Integration, and Stochastic Coefficients," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 26(2), pages 245-267, June.
    28. Peel, D. A., 1989. "On testing the properties of directly obtained expectations data," Economics Letters, Elsevier, vol. 30(2), pages 137-139, August.
    29. 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.
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    2. Chong, Lucy Lee-Yun & Puah, Chin-Hong & Md Isa, Abu Hassan, 2012. "Theory of rational expectations hypothesis: banks and other financial institutions in Malaysia," MPRA Paper 36657, University Library of Munich, Germany.
    3. 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.

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