Generalized linear models with random effects unified analysis via H-likelihood

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 ba...

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Bibliographische Detailangaben
1. Verfasser: Lee, Youngjo (VerfasserIn)
Weitere Verfasser: Nelder, John A. (VerfasserIn), Pawitan, Yudi (VerfasserIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: Boca Raton, London, New York CRC Press, Taylor & Fancis Group 2021
Ausgabe:Second edition, first issued in paperback
Schriftenreihe:Monographs on statistics and applied probability 153
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Beschreibung
Zusammenfassung: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.
Beschreibung:xix, 446 Seiten
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ISBN:9781032096636
978-1-032-09663-6
1032096632
1-032-09663-2