Asymptotic Analysis of Mixed Effects Models: Theory, Applications, and Open Problems

混合效应模型的渐近分析:理论、应用与开放性问题

生物数学

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作      者
出  版 社
出版时间
2021年06月30日
装      帧
平装
ISBN
9781032096773
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页      码
252
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0 x 0 x 0 cm
语      种
英文
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图书简介
Large sample techniques are fundamental to all fields of statistics. Mixed effects models, including linear mixed models, generalized linear mixed models, non-linear mixed effects models, and non-parametric mixed effects models are complex models, yet, these models are extensively used in practice. This monograph provides a comprehensive account of asymptotic analysis of mixed effects models. The monograph is suitable for researchers and graduate students who wish to learn about asymptotic tools and research problems in mixed effects models. It may also be used as a reference book for a graduate-level course on mixed effects models, or asymptotic analysis.
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