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: 580.4 PLN
Availability: InStock

Autor: Jiming Jiang

Język:

Oprawa: Twarda

Wydawca: Springer-Verlag New York Inc.

Dostępność: Dostępna u dostawcy

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

Informacje o książce

Autor

Jiming Jiang

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2007

strony

257

EAN

9780387479415

ISBN

0387479414

Enbook ID

01382223

Wydawca

Springer-Verlag New York Inc.

Waga

508

Wymiary

162 x 242 x 18

Pełny opis

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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