ESTIMATING DAILY SEASONALITY IN FOREIGN-EXCHANGE RATE CHANGES

被引:4
作者
COPELAND, LS [1 ]
WANG, PJ [1 ]
机构
[1] SALFORD UNIV,BUSINESS SERV LTD,SALFORD M6 6AJ,ENGLAND
关键词
FILTER; FFT (FAST FOURIER TRANSFORM); GARCH; TIME DOMAIN; FREQUENCY DOMAINS;
D O I
10.1002/for.3980130604
中图分类号
F [经济];
学科分类号
02 ;
摘要
Combining time- and frequency-domain analysis demonstrates considerable improvement in modelling seasonal patterns in daily exchange rate changes. A high-pass filter in the frequency domain is used, followed by the usual time-domain analysis with GARCH models, to estimate day-of-the-week effects in the spot returns on five exchanges against US dollars and the results are seen to compare favourably with those from a pure time-domain GARCH approach.
引用
收藏
页码:519 / 528
页数:10
相关论文
共 27 条
[1]  
BAILIE RT, 1989, FOREIGN EXCHANGE MAR
[2]   THE MESSAGE IN DAILY EXCHANGE-RATES - A CONDITIONAL-VARIANCE TALE [J].
BAILLIE, RT ;
BOLLERSLEV, T .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1989, 7 (03) :297-305
[3]   GENERALIZED AUTOREGRESSIVE CONDITIONAL HETEROSKEDASTICITY [J].
BOLLERSLEV, T .
JOURNAL OF ECONOMETRICS, 1986, 31 (03) :307-327
[5]  
Bollerslev T., 1988, J TIME SER ANAL, V9, P121, DOI DOI 10.1111/J.1467-9892.1988.TB00459.X
[6]  
CUTHBERTSON K, 1992, APPLIED ECONOMETRIC
[7]   DISTRIBUTION OF THE ESTIMATORS FOR AUTOREGRESSIVE TIME-SERIES WITH A UNIT ROOT [J].
DICKEY, DA ;
FULLER, WA .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1979, 74 (366) :427-431
[8]  
Dzhaparidze K, 1986, PARAMETER ESTIMATION
[9]  
Engle R.F., 1986, ECONOMET REV, V5, P1, DOI [10.1080/07474938608800095, DOI 10.1080/07474938608800095]
[10]   ESTIMATING TIME-VARYING RISK PREMIA IN THE TERM STRUCTURE - THE ARCH-M MODEL [J].
ENGLE, RF ;
LILIEN, DM ;
ROBINS, RP .
ECONOMETRICA, 1987, 55 (02) :391-407