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
ISBN-10
1351646265
ISBN-13
9781351646260
Category
Mathematics
Pages
446
Language
English
Published
2018-07-11
Publisher
CRC Press
Authors
John A. Nelder, Youngjo Lee, Yudi Pawitan

Description

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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