Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition

2nd Edition

Youngjo Lee, John A. Nelder, Yudi Pawitan

Chapman and Hall/CRC
Published August 4, 2017
Reference - 446 Pages - 69 B/W Illustrations
ISBN 9781498720618 - CAT# K25539
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability

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This is the second edition of a monograph on generalized linear models with random effects that extends the classic work of McCullagh and Nelder. It has been thoroughly updated, with around 80 pages added, including new material on the extended likelihood approach that strengthens the theoretical basis of the methodology, new developments in variable selection and multiple testing, and new examples and applications. It includes an R package for all the methods and examples that supplement the book.


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