From reducing of the deviation of parameter estimation, using the partial residual and least square method, the optimal estimator of parameters and non-parameters component is derived.

• 从减少参数估计的偏差出发，利用偏残差法并综合最小二乘法，得到了参数和非参数分量的最优估计量。