The results from GPS surveying data show that the direct estimation methods considering the second order items can be used in least square kernel estimating of nonlinear semiparametric models.

• 用实测数据进行计算，证明了对于非线性半参数模型最小二乘核估计，可采用顾及二次项的直接解法。