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线性混合模型参数的部分岭型谱分解估计 被引量:1

Partial Ridge-Type Spectral Decomposition Estimate in Linear Mixed Model
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摘要 对于随机效应部分为一般平衡多项分类的线性模型,将王松桂等[1]提出的一种称之为谱分解估计(SDE)的参数估计新方法推广到具有病态设计阵的线性模型,提出了部分岭型谱分解估计,通过类似于主成分估计的降维模型变换,可以很方便的研究它的抗干扰性和其它重要性质.本文的结果可以很方便的应用于Panel模型. As to the linear model with its random effect being common balance multiple classification, Wang and Yin introduced a new parameter estimation method called the spectral decomposition estimate (SDE). In this paper, we generalize the SDE into the situation when the design matrix is ill-conditioned and propose the partial ridge-type spectral decomposition estimate. Through the model transformation of dimensionality reduction which is similar to the principal component estimate, we can easily get that the new estimate has stronger noise-rejection ability and some other important properties. Furthermore, the results we get in the paper can also be easily used in Panel model.
作者 杨虎 黎雅莲
出处 《应用概率统计》 CSCD 北大核心 2008年第3期289-296,共8页 Chinese Journal of Applied Probability and Statistics
关键词 部分岭型谱分解估计 线性混合模型 可容许性 Partial ridge-type spectral decomposition estimate, linear mixed model, admissibility
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