Modelling Frequency and Count Data: 15 - Rilegato

Lindsey, J. K.

Rilegato

ISBN 10: 0198523319 ISBN 13: 9780198523314

Casa editrice: Clarendon Press, 1995

Riassunto

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.

Su questo libro

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

Dettagli dell?edizione

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