含无误差协变量的重复测量误差模型及其应用

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摘要文章讨论响应变量和部分协变量含测量误差的重复测量数据的建模和估计问题,获得参数极大似然估计的EM迭代算法以及估计量的渐近协方差矩阵,并利用Monte-Carlo模拟说明估计的有效性和模型的价值。最后,将研究理论用于处理气象数据的测量误差校正问题。

作者曹春正孟香楠王雅慧

机构地区南京信息工程大学数学与统计学院

出处《统计与决策》 CSSCI 北大核心 2016年第14期81-84,共4页 Statistics & Decision

基金国家自然科学基金资助项目(11301278) 教育部人文社会科学基金资助项目(13YJC910001) 江苏省自然科学基金资助项目(BK2012459)

关键词测量误差方程误差极大似然估计 EM算法误差校正

参考文献12

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统计与决策

2016年第14期

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