A simple nonlinear time series model with misleading linear properties

被引:100
作者
Granger, CWJ [1 ]
Teräsvirta, T
机构
[1] Univ Calif San Diego, Dept Econ, La Jolla, CA 92093 USA
[2] Stockholm Sch Econ, Dept Econ Stat, S-11383 Stockholm, Sweden
关键词
autocorrelation function; long memory; nonlinearity; short memory;
D O I
10.1016/S0165-1765(98)00228-6
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper gives an example of a first-order nonlinear autoregressive time series model with short memory such that autocorrelations estimated from data generated by the model point at a long-memory model. (C) 1999 Elsevier Science S.A. All rights reserved.
引用
收藏
页码:161 / 165
页数:5
相关论文
共 7 条
[1]  
Beran J, 1994, STAT LONG MEMORY PRO
[2]  
DAVYDOV JA, 1969, DOKL AKAD NAUK SSSR, V187, P825
[3]  
GEWEKE J, 1983, J TIME SER ANAL, V4, P2211
[4]  
Granger C. W. J., 1980, Journal of Time Series Analysis, V1, P15, DOI 10.1111/j.1467-9892.1980.tb00297.x
[5]   Varieties of long memory models [J].
Granger, CWJ ;
Ding, ZX .
JOURNAL OF ECONOMETRICS, 1996, 73 (01) :61-77
[6]  
LASOTA A, 1989, J MATH ANAL APPL, V135, P232
[7]  
RYDEN T, 1998, IN PRESS J APPL EC