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

By: (Author) Jiming Jiang

Werezi Extended Catalogue
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Ksh 17,100.00

Format: Hardback or Cased Book

ISBN-10: 1498700446

ISBN-13: 9781498700443

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability

Publisher: Taylor & Francis Inc

Imprint: Chapman & Hall/CRC

Country of Manufacture: US

Country of Publication: GB

Publication Date: Jun 8th, 2017

Print length: 272 Pages

Weight: 550 grams

Dimensions (height x width x thickness): 16.40 x 24.10 x 1.90 cms

Product Classification: Probability & statistics

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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.

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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