Abstract: In this paper, we present a nonlinear statistical model which describes directly the interaction relationship between stock's return and itself historical volumes and prices and other stocks' volumes and prices. Further, we prove that a sequence of the returns can converge in distribution to an exponentially L\'evy stable distribution or L\'evy stable distribution, depending on different value of parameter.