Asymptotic inference for nonstationary GARCH

被引：128

作者：

Jensen, ST ^{[1
]}

Rahbek, A ^{[1
]}

机构：

[1] Univ Copenhagen, Dept Appl Math & Stat, DK-2100 Copenhagen, Denmark

来源：

ECONOMETRIC THEORY | 2004年 / 20卷 / 06期

关键词：

D O I：

10.1017/S0266466604206065

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

Consistency and asymptotic normality are established for the highly applied quasi-maximum likelihood estimator in the GARCH(1,1) model. Contrary to existing literature we allow the parameters to be in the region where no stationary version of the process exists. This has the important implication that the likelihood-based estimator for the GARCH parameters is consistent and asymptotically normal in the entire parameter region including both stationary and explosive behavior. In particular, there is no "knife edge result like the unit root case" as hypothesized in Lumsdaine (1996, Econometrica 64, 575-596).

引用

页码：1203 / 1226

页数：24

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