Linear and Generalized Linear Mixed Models and Their Applications - Couverture rigide

Livre 89 sur 160: Springer Series in Statistics

Jiang, Jiming

 
9780387479415: Linear and Generalized Linear Mixed Models and Their Applications
Couverture rigide
ISBN 10 : 0387479414 ISBN 13 : 9780387479415
Editeur : Springer-Verlag New York Inc., 2007

Synopsis

This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. It presents an up-to-date account of theory and methods in analysis of these models as well as their applications in various fields. The book offers a systematic approach to inference about non-Gaussian linear mixed models. Furthermore, it includes recently developed methods, such as mixed model diagnostics, mixed model selection, and jackknife method in the context of mixed models. The book is aimed at students, researchers and other practitioners who are interested in using mixed models for statistical data analysis. The book is suitable for a course in a M.S. program in statistics, provided that the section of further results and technical notes in each of the first four chapters is skipped. If these four sections are included, the book may be used for a course in a Ph. D. program in statistics.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag New York Inc.
Date d'édition
2007
Langue
anglais
ISBN 10 
0387479414
ISBN 13 
9780387479415
Reliure
Relié
Nombre de pages
271
Coordonnées du fabricant
non disponible
Personne responsable
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Autres éditions populaires du même titre

9781441923684: Linear and Generalized Linear Mixed Models and Their Applications

Edition présentée

ISBN 10 :  1441923683 ISBN 13 :  9781441923684
Editeur : Springer, 2010
Couverture souple