Abstract: The nonlinear multiple spline regression model was advanced. The model which retains multivariate analysis, screening factories and significance test of linear statistical prediction, and absorbs the advantage of splines that can simulate data stagewisely and can autoadapte any change of curve can deal with the situation which is abnormally complicated. The results indicate that the model can efficiently simulate and predict nonlinear system, and it is worthy to be studied and applied.