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Modelling Frequency and Count Data

J K Lindsey
Livre relié | Anglais | Oxford Statistical Science | n° 15
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Description

Categorical data analysis is a special area of generalized 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 that 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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Editeur:

Contenu

Nombre de pages :
300
Langue:
Anglais
Collection :
Tome:
n° 15

Caractéristiques

EAN:
9780198523314
Date de parution :
15-06-95
Format:
Livre relié
Format numérique:
Genaaid
Dimensions :
161 mm x 236 mm
Poids :
594 g

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