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带有Berkson测量误差的非线性半参数模型的渐近性质

Keywords: Berkson测量误差,渐近正态性,收敛速度,数据处理

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Abstract:

考虑了协变量带有Berkson测量误差的非线性半参数模型.采用核估计和最小距离方法给出了未知参数γ和未知函数g(.)的估计,证明了未知参数估计的相合性和渐近正态性,同时也给出未知函数估计的收敛速度.所得结果可以应用于生物工程,金融分析,网络工程等领域的数据处理.

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