Stationarity tests for financial time series

被引:13
作者
Gimeno, R
Manchado, B
Mínguez, R
机构
[1] Univ Pontificia Comillas, Madrid 28015, Spain
[2] Univ San Pablo CEU, Madrid, Spain
来源
PHYSICA A | 1999年 / 269卷 / 01期
关键词
stationarity tests; KPSS; LMC; unit root tests;
D O I
10.1016/S0378-4371(99)00081-3
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Much attention has been paid in recent years to the study of the order of integration of a time series, i.e. the number of differences that are necessary to transform it into a stationary series. The relevance of the subject arises because most of time series analysis in economics and finance are based on the stationarity hypothesis. In the paper we present the most common tests for the null hypothesis of stationarity, and apply them to study the order of integration in a Spanish financial series namely the IBEX-35, using unit root tests as well. We find empirical evidence of a unit root in the series. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:72 / 78
页数:7
相关论文
共 26 条
[1]  
AMANO RA, 1992, EWPEM9502005
[2]   HETEROSKEDASTICITY AND AUTOCORRELATION CONSISTENT COVARIANCE-MATRIX ESTIMATION [J].
ANDREWS, DWK .
ECONOMETRICA, 1991, 59 (03) :817-858
[4]  
DEMIGUEL MM, 1998, 9801 U ALC LAB COMP
[5]   LIKELIHOOD RATIO STATISTICS FOR AUTOREGRESSIVE TIME-SERIES WITH A UNIT-ROOT [J].
DICKEY, DA ;
FULLER, WA .
ECONOMETRICA, 1981, 49 (04) :1057-1072
[6]   DETERMINING THE ORDER OF DIFFERENCING IN AUTOREGRESSIVE PROCESSES [J].
DICKEY, DA ;
PANTULA, SG .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1987, 5 (04) :455-461
[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]   COINTEGRATION AND ERROR CORRECTION - REPRESENTATION, ESTIMATION, AND TESTING [J].
ENGLE, RF ;
GRANGER, CWJ .
ECONOMETRICA, 1987, 55 (02) :251-276
[9]  
FAMA EF, 1970, J FINANC, V25, P863
[10]  
FULLER WA, 1976, INTRO TIME SERIES