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.
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页码:43 / 62
页数:20
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