Sample autocorrelations of nonstationary fractionally integrated series

被引:7
|
作者
Hassler, U [1 ]
机构
[1] FREE UNIV BERLIN,INST STAT & ECON,D-14195 BERLIN,GERMANY
关键词
D O I
10.1007/BF02925214
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We derive the asymptotic distribution of the sample autocorrelations of nonstationary fractionally integrated processes of order d. If d greater than or equal to 1, the sample autocorrelations approach their probability limit one with a rate equal to the sample size. If d<1, the rate is slower and depends on d. These findings carry over to the case of detrended series. Monte Carlo evidence and an empirical example illustrate the theoretical results.
引用
收藏
页码:43 / 62
页数:20
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