Garch(1,1) process can have arbitrarily heavy power tails |
| |
Authors: | A Klivečka D Surgailis |
| |
Institution: | (1) Vilnius University, Naugarduko 24, 03225 LT-Vilnius, Lithuania;(2) Institute of Mathematics and Informatics, Akademijos 4, LT-08663 Vilnius, Lithuania |
| |
Abstract: | We study the structure of solutions of Kesten’s equation (1.5), where a, b ⩾ 0 are the coefficients of the GARCH(1,1) process in (1.1). We prove that, for any b ∈ (0, 1) and any κ > 0 small enough, there exists a stationary GARCH(1,1) process with tail index κ.
The research was partially supported by the bilateral France-Lithuania scientific project Gilibert and the Lithuanian State
Science and Studies Foundation, grant no. T-15/07.
Published in Lietuvos Matematikos Rinkinys, Vol. 47, No. 2, pp. 196–210, April–June, 2007. |
| |
Keywords: | GARCH(1 1) process tail index heavy-tailed distributions |
本文献已被 SpringerLink 等数据库收录! |
|