FRACTIONAL DIFFERENCING MODELING AND FORECASTING OF EUROCURRENCY DEPOSIT RATES

作者: John T. Barkoulas , Christopher F. Baum

DOI: 10.1111/J.1475-6803.1997.TB00254.X

关键词:

摘要: Using the spectral regression method, we test for long-term stochastic memory in three- and six-month daily returns series of Eurocurrency deposits denominated major currencies. Significant evidence positive dependence is found several series. Compared with benchmark linear models, estimated fractional models result dramatic out-of-sample forecasting improvements over longer horizons German marks, Swiss francs, Japanese yen.

参考文章(14)
P.M. Robinson, Advances in Econometrics: Time series with strong dependence Cambridge University Press. pp. 47- 96 ,(1994) , 10.1017/CCOL0521444594.002
Myron T. Greene, Bruce D. Fielitz, Long-term dependence in common stock returns Journal of Financial Economics. ,vol. 4, pp. 339- 349 ,(1977) , 10.1016/0304-405X(77)90006-X
John T. Barkoulas, Christopher F. Baum, Long-term dependence in stock returns Economics Letters. ,vol. 53, pp. 253- 259 ,(1996) , 10.1016/S0165-1765(96)00935-4
John Geweke, Susan Porter-Hudak, THE ESTIMATION AND APPLICATION OF LONG MEMORY TIME SERIES MODELS Journal of Time Series Analysis. ,vol. 4, pp. 221- 238 ,(1983) , 10.1111/J.1467-9892.1983.TB00371.X
Uwe Hassler, REGRESSION OF SPECTRAL ESTIMATORS WITH FRACTIONALLY INTEGRATED TIME SERIES Journal of Time Series Analysis. ,vol. 14, pp. 369- 380 ,(1993) , 10.1111/J.1467-9892.1993.TB00151.X
Christos Agiakloglou, Paul Newbold, Mark Wohar, BIAS IN AN ESTIMATOR OF THE FRACTIONAL DIFFERENCE PARAMETER Journal of Time Series Analysis. ,vol. 14, pp. 235- 246 ,(1993) , 10.1111/J.1467-9892.1993.TB00141.X
Yin-Wong Cheung, Long Memory in Foreign-Exchange Rates Journal of Business & Economic Statistics. ,vol. 11, pp. 93- 101 ,(1993) , 10.1080/07350015.1993.10509935
Bonnie K. Ray, Long-range forecasting of IBM product revenues using a seasonal fractionally differenced ARMA model International Journal of Forecasting. ,vol. 9, pp. 255- 269 ,(1993) , 10.1016/0169-2070(93)90009-C
C. W. J. Granger, Roselyne Joyeux, AN INTRODUCTION TO LONG-MEMORY TIME SERIES MODELS AND FRACTIONAL DIFFERENCING Journal of Time Series Analysis. ,vol. 1, pp. 15- 29 ,(1980) , 10.1111/J.1467-9892.1980.TB00297.X