Youngjo Lee, John A Nelder, Yudi Pawitan

Generalized Linear Models with Random Effects

Unified Analysis via H-likelihood, Second Edition

• Broschiertes Buch

Produktbeschreibung

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 var

Produktdetails

• Verlag: CRC Press
• 2nd edition
• Seitenzahl: 466
• Erscheinungstermin: 30. Juni 2021
• Englisch
• Abmessung: 229mm x 152mm x 24mm
• Gewicht: 621g
• ISBN-13: 9781032096636
• ISBN-10: 1032096632
• Artikelnr.: 62153356

Autorenporträt

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

Inhaltsangabe

Preface to the first edition
Preface
Introduction
Classical likelihood theory
Generlized linear models
Quasi-likelihood
Extended likelihood inferences
Normal linear mixed models
Hierarchical GLMS
HGLMs with structured dispersion
Correlated randoms effects for HGLMs
Smoothing
Double HGLMs
Variable Selection and Sparsity Models
Multivariate and Missing Data Analysis
Multiple testing
References
Data index
Author index
Subject index