Generalized Linear Models with Random Effects (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Lee, Youngjo; Nelder, John A.; Pawitan, Yudi

ISBN 10: 1032096632 / ISBN 13: 9781032096636

Editore: Routledge, 2021

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Codice articolo I-9781032096636

Dati bibliografici

• Titolo: Generalized Linear Models with Random Effects (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
• Editore: Routledge
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 1032096632
• ISBN 13: 9781032096636
• Rilegatura: Brossura
• Edizione: seconda edizione
• Condizione: New

Descrizione articolo

Riassunto

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.

Informazioni sull?autore

Youngjo Lee is Professor at Seoul National University, South Korea.