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

Jiang, Jiming

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.

Détails de l'édition

• Éditeur: Springer-Verlag New York Inc.
• Date d'édition: 2007
• Langue: anglais
• ISBN 10: 0387479414
• ISBN 13: 9780387479415
• Reliure: Relié
• Nombre de pages: 257
• Coordonnées du fabricant: non disponible