عنوان
پدید آورنده
موضوع
رده
QA279
QA279
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
1315119951
(Number (ISBN
1498720625
(Number (ISBN
9781315119953
(Number (ISBN
9781498720625
Erroneous ISBN
9781498720618
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Generalized linear models with random effects :
General Material Designation
[Book]
Other Title Information
unified analysis via h-likelihood /
First Statement of Responsibility
Youngjo Lee, John A. Nelder, Yudi Pawitan.
EDITION STATEMENT
Edition Statement
Second edition.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boca Raton, FL :
Name of Publisher, Distributor, etc.
CRC Press/Taylor & Francis Group, LLC,
Date of Publication, Distribution, etc.
[2017]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource.
SERIES
Series Title
Monographs on statistics and applied probability ;
Volume Designation
153
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
Classical likelihood theory -- Generalized linear models -- Quasi-likelihood -- Extended likelihood inferences -- Normal linear mixed models -- Hierarchical GLMS -- HGLMs with structured dispersion -- Correlated random effects for HGLMs -- Smoothing -- Double HGLMs -- Variable selection and sparsity models -- Multivariate and missing data analysis -- Multiple testing -- Random effect models for survival data.
0
SUMMARY OR ABSTRACT
Text of Note
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.--
OTHER EDITION IN ANOTHER MEDIUM
Title
Generalized linear models with random effects
International Standard Book Number
9781498720618 (hardback : alk. paper)
TOPICAL NAME USED AS SUBJECT
Generalized estimating equations.
Linear models (Statistics)
Generalized estimating equations.
Linear models (Statistics)
MATHEMATICS-- Applied.
MATHEMATICS-- Probability & Statistics-- General.
(SUBJECT CATEGORY (Provisional
MAT-- 003000
MAT-- 029000
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA279
PERSONAL NAME - PRIMARY RESPONSIBILITY
Lee, Youngjo
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Nelder, John A.
Pawitan, Yudi
ORIGINATING SOURCE
Date of Transaction
20200822170855.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
