The randomly weighted method is used to approximate the distribution of the least square estimators,and it is demonstrated that the approximation is asymptotically valid with probability one.Finally,simulated example is given to illustrate the performance of the proposed method.
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JIANG Rong, QIAN Weimin, ZHOU Zhangong. Randomly Weighted Estimators for Parametric Component in Semi-linear Errors-in-variables Models[J].同济大学学报(自然科学版),2011,39(5):768~772