by SébastienVillemot » Tue Feb 22, 2011 9:33 am
If you have a unit eigenvalue, then there is indeed a unit-root in your model. You can see which variables are explosive by looking at the theoretical simulated moments: the unit-root variables have infinite variance.
Unit roots have a lot of consequences: there is no unique steady state, stochastic simulations may diverge, estimation needs to be done using a specialized (diffuse) Kalman filter.
All these problems can be circumvented, but you need to have a good understanding of these issues. Search the forum and read books/papers.
If unsure about the consequences, it is better to stationarize your model by removing the unit root.
Sébastien Villemot
Economist at OFCE – Sciences Po