Applying Generalized Linear Models

Language: English

Published by Springer New York, 2000

0387982183 / 9780387982182

Series: Book 7 of 111 - Springer Texts in Statistics

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Zustand: Sehr gut | Seiten: 276 | Sprache: Englisch | Produktart: Bücher | Applying Generalized Linear Models describes how generalized linear modelling procedures can be used for statistical modelling in many different fields, without becoming lost in problems of statistical inference. Many students, even in relatively advanced statistics courses, do not have an overview whereby they can see that the three areas - linear normal, categorical, and survival models - have much in common. The author shows the unity of many of the commonly used models and provides the reader with a taste of many different areas, such as survival models, time series, and spatial analysis. This book should appeal to applied statisticians and to scientists with a basic grounding in modern statistics. With the many exercises included at the ends of chapters, it will be an excellent text for teaching the fundamental uses of statistical modelling. The reader is assumed to have knowledge of basic statistical principles, whether from a Bayesian, frequentist, or direct likelihood point of view, and should be familiar at least with the analysis of the simpler normal linear models, regression and ANOVA. The author is professor in the biostatistics department at Limburgs University, Diepenbeek, in the social science department at the University of Liège, and in medical statistics at DeMontfort University, Leicester. He is the author of nine other books.…

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Title
Applying Generalized Linear Models
Author
James K. Lindsey
Publisher
Springer New York
Publication year
2000
Condition
Sehr gut
Binding
Hardcover
Language
English
ISBN 10
0387982183
ISBN 13
9780387982182
Series
Book 7 of 111: Springer Texts in Statistics
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