Stability conditions for a bivariate arch system which is cointegrated in mean |
| |
Authors: | Robert M Kunst |
| |
Institution: | Institute for Advanced Studies , Vienna, AustriaStumpergasse 56 A-1060 |
| |
Abstract: | This note gives necessary and sufficient conditions for covariance stationarity in a bivariate system of individually first-order integrated (i.e. difference-stationary) processes. The two processes are linked by a cointegrating relation and by a special ARCH model that describes their time-changing volatility. The problem of deriving necessary conditions for strict stationarity in this system is demonstrated using Monte Carlo simulation. The conditions of the theorem are highlighted using empirical examples. |
| |
Keywords: | stationarity vector autoregressions ARCH models heteroskedasticity |
|