Modelling Frequency and Count Data

James K. Lindsey

Modelling Frequency and Count Data
Format
Hardback
Publisher
Oxford University Press
Country
United Kingdom
Published
27 April 1995
Pages
300
ISBN
9780198523314

Modelling Frequency and Count Data

James K. Lindsey

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 demonstates 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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