Modelling Frequency and Count Data

Name: Modelling Frequency and Count Data
Brand: Oxford University Press
SKU: 9780198523314
Price: 2447 CZK
Availability: InStock

Autor: James K. Lindsey

Jazyk:

Vazba: Pevná

Vydavatel: Oxford University Press

Dostupnost: Skladem u dodavatele

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2 447 Kč

Categorical data analysis is a special area of generalised linear models, which has become the most...

Informace o knize

Autor

James K. Lindsey

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

1995

Stránek

300

EAN

9780198523314

ISBN

0198523319

Enbook ID

04527176

Vydavatel

Oxford University Press

Hmotnost

607

Rozměry

162 x 242 x 22

Kompletní popis

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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Modelling Frequency and Count Data

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