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Modelling Frequency and Count Data

Language EnglishEnglish
Book Hardback
Book Modelling Frequency and Count Data James K. Lindsey
Libristo code: 04527176
Publishers Oxford University Press, April 1995
Categorical data analysis is a special area of generalised linear models, which has become the most... Full description
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Categorical data analysis is a special area of generalised linear models, which has become the most important area of statistical applications in many disciplines, from medicine to social sciences. This text presents the standard models and many newly developed ones in a language which can be immediately applied in many modern statistical packages such as GLIM, GENSTAT, S-Plus, as well as SAS and LISP-STAT. The book is structure around the distinction between independent events occurring to different individuals, resulting in frequencies, and repeated events occurring to the same individuals, yielding counts. The book demonstrates that much of modern statistics can be seen as special cases of categorical data models; both generalized linear models and proportional hazards models can be fitted as log linear models. More specialized topics such as Markov chains, overdispersion and random effects, are also covered.

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About the book

Full name Modelling Frequency and Count Data
Language English
Binding Book - Hardback
Date of issue 1995
Number of pages 300
EAN 9780198523314
ISBN 0198523319
Libristo code 04527176
Weight 607
Dimensions 162 x 242 x 22
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