A nonlinear aerodynamic model has been identified by applying the estimation-before-modeling (EBM) technique to flight testing data. The two-part algorithm contains a nonlinear state estimator and a curve-fitting procedure. The results show that this technique is useful for quick determination of aerodynamic coefficients, and particularly applicable to nonlinear flight regimes, such as high angle-of-at tack regime.