一族GARCH过程严格平稳性的充要条件

A NECESSARY AND SUFFICIENT CONDITION FOR THE STRICT STATIONARITY OF A FAMILY OF GARCH PROCESSES

Econometric Theory · 2006
被引 10
人大 A-ABS 4

中文导读

研究了一族包含多种常见GARCH模型的GARCH(1,1)过程,给出了其存在严格平稳解的充要条件,对金融波动率建模和理论研究者有参考价值。

Abstract

We consider a family of GARCH(1,1) processes introduced in He and Teräsvirta (1999a, Journal of Econometrics 92, 173–192). This family contains various popular generalized autoregressive conditional heteroskedasticity (GARCH) models as special cases. A necessary and sufficient condition for the existence of a strictly stationary solution is given.This research was financially supported by the Jan Wallander's and Tom Hedelius' Foundation, Grant J03–41. The author thanks the editor, an anonymous referee, Pentti Saikkonen, and Timo Teräsvirta for useful comments.

GARCH(1)过程严平稳充要条件