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Synopsis
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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About the Author
J. K. Lindsey is at University of Liege.
Review
"Modelling frequency and count data is an excellent text for a master's level course in applied statistics or as a reference for any applied statistician. An introductory statistics course and some knowledge of log-linear and logistic regression models is [sic] assumed. Theoretical details are kept to a minimum but underlying concepts are clearly demonstrated. This text provides a brief, but broad, introduction to a wide variety of models. Every model is introduced by a real data example . . . and followed through from beginning to end in terms of both analysis and model evaluation; an attraction for both students and applied statisticians working on real world problems. . . . In summary, I would recommend this text strongly to any statistician doing applied work as well as a text for a course in categorical data analysis. It is both a comprehensive and practical survey of models for frequency and count data."--Statistical Methods in Medical Research
"About this title" may belong to another edition of this title.
- PublisherClarendon Press
- Publication date1995
- ISBN 10 0198523319
- ISBN 13 9780198523314
- BindingHardcover
- LanguageEnglish
- Edition number1
- Number of pages300
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Modelling Frequency and Count Data
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Oxford University Press, Incorporated, 1995
ISBN 10: 0198523319
ISBN 13: 9780198523314
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Modelling Frequency and Count Data (Oxford Statistical Science Series)
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Modelling Frequency and Count Data
Published by
Oxford University Press, 1995
ISBN 10: 0198523319
ISBN 13: 9780198523314
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First Edition
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Modelling Frequency and Count Data (Oxford Statistical Science Series)
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Condition: Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. Seller Inventory # Z1-I-004-01755
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Oxford Statistical Science Series: Modelling Frequency and Count Data (Volume 15)
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Condition: Good. Volume 15. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,700grams, ISBN:9780198523314. Seller Inventory # 3898017
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Modelling Frequency and Count Data
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Oxford University Press, 1996
ISBN 10: 0198523319
ISBN 13: 9780198523314
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Modelling frequency and count data - J. K. Lindsey
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Modelling Frequency and Count Data
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Clarendon Press, Oxford, 2002
ISBN 10: 0198523319
ISBN 13: 9780198523314
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Hardcover. Condition: As new. Reprint. Oxford Statistical Science Series 15. ix, 291 p. 24 cm. Figures and tables. Hardcover. Topics: one-way frequency tables; larger tables; regression models; ordinal variables; zero frequencies; fitting distributions; counting processes; Markov chains; structured transition matrices; overdispersion and cluster models; GLIM macros. Bibliography and index. Seller Inventory # 116386
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MODELLING FREQUENCY AND COUNT DATA: Oxford Statistical Science Series #15 (Fifteen)
Published by
Clarendon Press, Oxford, 1995
ISBN 10: 0198523319
ISBN 13: 9780198523314
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Hardcover. Condition: Very Good+. Dust Jacket Condition: No Dust Jacket. 292 pp. Original red and blue glazed covers, very bright and clean. Previous owner's name and blindstamp marked out on half-title page and title page. Otherwise, contents nice. Seller Inventory # 23795SC
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Modelling Frequency and Count Data
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Condition: Gut. Zustand: Gut - Gebrauchs- und Lagerspuren. Außen: Angestoßen, leicht verschmutzt. | Seiten: 304 | Sprache: Englisch | Produktart: Bücher. Seller Inventory # 2255591/3
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