密度权稳健估计

DENSITY WEIGHT ROBUST ESTIMATION

利用观测量分布函数作为权函数的计算公式,分析了密度权法的抗差性和收敛速率,证实了用密度权法处理含粗差数据是行之有效的。

We analyzed the robustness and of density estimation using observation distribution functions as the calculation formulas of weighted functions. We proved that the method is feasible to process measurement data with gross errors.