Modelling Frequency and Count Data

Name: Modelling Frequency and Count Data
Brand: Oxford University Press
SKU: 9780198523314
Price: 101.18 EUR
Availability: InStock

Autor: James K. Lindsey

Jazyk:

Väzba: Pevná

Vydavateľ: Oxford University Press

Dostupnosť: Skladom u dodávateľa

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101.18 €

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

Informácie o knihe

Autor

James K. Lindsey

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

1995

Stránok

300

EAN

9780198523314

ISBN

0198523319

Enbook ID

04527176

Vydavateľ

Oxford University Press

Hmotnosť

607

Rozmery

162 x 242 x 22

Kompletný 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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