Modelling Frequency and Count Data: 15 - Rilegato

Lindsey, J. K.

 
9780198523314: Modelling Frequency and Count Data: 15
Rilegato
ISBN 10: 0198523319 ISBN 13: 9780198523314
Casa editrice: Clarendon Press, 1995

Sinossi

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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Contenuti

  • 1: One-way frequency tables
  • 2: Larger tables
  • 3: Regression models
  • 4: Ordinal variables
  • 5: Zero frequencies
  • 6: Fitting distributions
  • 7: Counting processes
  • 8: Markov chains
  • 9: Structured transition matrices
  • 10: Overdispersion and cluster models
  • 11: GLIM macros
  • Bibliography
  • Index

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Clarendon Press
Data di pubblicazione
1995
Lingua
Inglese
ISBN 10 
0198523319
ISBN 13 
9780198523314
Rilegatura
Copertina rigida
Numero di pagine
300
Contatto del produttore
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