Asymptotic Analysis of Mixed Effects Models

Theory, Applications, and Open Problems

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Asymptotic Analysis of Mixed Effects Models by Jiming Jiang, CRC Press
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Author: Jiming Jiang ISBN: 9781351645591
Publisher: CRC Press Publication: September 19, 2017
Imprint: Chapman and Hall/CRC Language: English
Author: Jiming Jiang
ISBN: 9781351645591
Publisher: CRC Press
Publication: September 19, 2017
Imprint: Chapman and Hall/CRC
Language: English

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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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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