Before revision:  We have developed a statistical technique to test the model assumption of binary regime switching extension of the geometric L\'{e a new discriminating statistics.
After revision: Identifying the instances of jumps in a discrete time series sample of a jump diffusion model is a challenging task. We have developed a statistical technique to test the model assumption of binary regime switching extension of the geometric L\'{e a new discriminating statistics.