The Statistical Analysis of Categorical Data - Softcover

Andersen, Erling B. B.

9783642788192: The Statistical Analysis of Categorical Data

Softcover

ISBN 10: 364278819X ISBN 13: 9783642788192

Verlag: Springer, 2011

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The book introduces readers to the latest developments in categorical data analysis. It shows how real life data can be analysed, how conclusions are drawn and how models are modified.

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Verlag: Springer
Erscheinungsdatum: 2011
Sprache: Englisch
ISBN 10: 364278819X
ISBN 13: 9783642788192
Einband: Taschenbuch
Auflage: 3
Anzahl der Seiten: 548
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The Statistical Analysis of Categorical Data

Andersen, Erling B.

Verlag: Springer, 2011

ISBN 10: 364278819X ISBN 13: 9783642788192

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The Statistical Analysis of Categorical Data

Erling B. Andersen

Verlag: Springer, 2011

ISBN 10: 364278819X ISBN 13: 9783642788192

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Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland

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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The aim of this book is to give an up to date account of the most commonly uses statisti cal models for categorical data. The emphasis is on the connection between theory and applications to real data sets. The book only covers models for categorical data. Various models for mixed continuous and categorical data are thus excluded. The book is written as a textbook, although many methods and results are quite recent. This should imply, that the book can be used for a graduate course in categorical data analysis. With this aim in mind chapters 3 to 12 are concluded with a set of exer cises. In many cases, the data sets are those data sets, which were not included in the examples of the book, although they at one point in time were regarded as potential can didates for an example. A certain amount of general knowledge of statistical theory is necessary to fully benefit from the book. A summary of the basic statistical concepts deemed necessary pre requisites is given in chapter 2. Themathematical level is only moderately high, but the account in chapter 3 of basic properties of exponential families and the parametric multinomial distribution is made as mathematical precise as possible without going into mathematical details and leaving out most proofs. Artikel-Nr. 9783642788192

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