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The Estimation of Generalized Varying-Coefficient Model with Response Variables Missing at Random
响应变量随机缺失下的广义变系数模型的估计

Keywords: Missing at random,generalized varying-coefficient model,quasi-likelihood estimation,asymptotical normality
随机缺失
,广义变系数模型,拟似然估计,渐近正态性

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Abstract:

A quasi-likelihood estimation is considered for nonparameter coefficient function in generalized varying-coefficient model with response variables missing at random. It is shown that the proposed estimation is asymptotically normal, moreover, the asymptotical bias and the variance of the estimation are given.

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