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Generalized Linear Models with Random Effects

Generalized Linear Models with Random Effects : Unified Analysis via H-likelihood, Second Edition. 2nd edition.

・ISBN 978-1-032-09663-6 paper GB£ 54.99

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お気に入り
電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-315-11995-3
著者・編者Lee, Youngjo / Nelder, John A. / Pawitan, Yudi,
シリーズChapman & Hall/CRC Monographs on Statistics and Applied Probability
出版社(Chapman & Hall/CRC, UK)
出版年月2021
ページ数466 pp.
言語ENG
ニュース番号<M25-2537>

解説

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.