During the last years, the financial markets have been subject to significant fluctuations of their financial actives. These spectacular movements have revived the interest, in the academic circles and policy makers and regulation and control authorities as well, for the financial market volatility. The analysis of these phenomena is justified by the fact that the stock exchange chocks have significant effects on the financial stability and they can lead to serious consequences in the real economy