Linear and Generalized Linear Mixed Models and Their Applications

Name: Linear and Generalized Linear Mixed Models and Their Applications
Brand: Springer-Verlag New York Inc.
SKU: 9780387479415
Price: 142.56 EUR
Availability: InStock

Autor: Jiming Jiang

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag New York Inc.

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142.56 €

This book covers two major classes of mixed effects models, linear mixed models and generalized line...

Informácie o knihe

Autor

Jiming Jiang

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2007

Stránok

257

EAN

9780387479415

ISBN

0387479414

Enbook ID

01382223

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

508

Rozmery

162 x 242 x 18

Kompletný popis

This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models, with the intention of offering 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 has included 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. A first course in mathematical statistics, the ability to use computer for data analysis and familiarity with calculus and linear algebra are prerequisites. Additional statistical courses such as regression analysis and a good knowledge about matrices would be helpful.

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Linear and Generalized Linear Mixed Models and Their Applications

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