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Generalized Linear Models with Random Effects: Unified Analysis Via H-Likelihood, Second Edition

Generalized Linear Models with Random Effects: Unified Analysis Via H-Likelihood, Second Edition

Paperback

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

Probability & Statistics

ISBN10: 1032096632
ISBN13: 9781032096636
Publisher: CRC Press
Published: Jun 30 2021
Pages: 466
Weight: 1.37
Height: 0.94 Width: 6.00 Depth: 9.00
Language: English

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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