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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
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
Youngjo Leeis Professor at Seoul National University, South Korea.
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
| Erscheinungsjahr: | 2021 |
|---|---|
| Fachbereich: | Wahrscheinlichkeitstheorie |
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| ISBN-13: | 9781032096636 |
| ISBN-10: | 1032096632 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Lee, Youngjo |
| Auflage: | 2nd edition |
| Hersteller: | Taylor & Francis Ltd (Sales) |
| Maße: | 229 x 152 x 24 mm |
| Von/Mit: | Youngjo Lee |
| Erscheinungsdatum: | 30.06.2021 |
| Gewicht: | 0,621 kg |
Youngjo Leeis Professor at Seoul National University, South Korea.
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
| Erscheinungsjahr: | 2021 |
|---|---|
| Fachbereich: | Wahrscheinlichkeitstheorie |
| Genre: | Mathematik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| ISBN-13: | 9781032096636 |
| ISBN-10: | 1032096632 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Lee, Youngjo |
| Auflage: | 2nd edition |
| Hersteller: | Taylor & Francis Ltd (Sales) |
| Maße: | 229 x 152 x 24 mm |
| Von/Mit: | Youngjo Lee |
| Erscheinungsdatum: | 30.06.2021 |
| Gewicht: | 0,621 kg |
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