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

1st Edition

Jiming Jiang

Chapman and Hall/CRC
Published June 8, 2017
Reference - 252 Pages - 9 B/W Illustrations
ISBN 9781498700443 - CAT# K24521
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability

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Summary

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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