Title: Asymptotic Analysis of Mixed Effects Models: Theory, Applications, and Open Problems (Chapman & Hall/CRC Monographs on Statistics and Applied Prob)
Publisher: Routledge 2021-06-30
Publication Date: 2021
Language: English
ISBN 10: 1032096772
ISBN 13: 9781032096773
Binding: Paperback
Condition: New

About this title

Synopsis

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.

About the Author

Jiming Jiang, University of California, Davis, USA

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