Abstract: Based on research on Chow test of model with known change points, an optimal modeling approach to econometric model with structure change is proposed, which carries out stability analysis of parameters, detection of change points, diagnose for location of change points, and test for structure change of parameters simultaneously. The method is simple in form and has the advantage of computation. Practical examples and numerical simulation results show the efficiency and applicability of the proposed approach in practice.