The Statistical Analysis of Discrete Data

Language: English

Published by Springer, Copernicus Okt 2012, 2012

1461269865 / 9781461269861

Series: Book 3 of 111 - Springer Texts in Statistics

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This item is printed on demand - Print on Demand Titel. Neuware -The Statistical Analysis of Discrete Data provides an introduction to cur rent statistical methods for analyzing discrete response data. The book can be used as a course text for graduate students and as a reference for researchers who analyze discrete data. The book's mathematical prereq uisites are linear algebra and elementary advanced calculus. It assumes a basic statistics course which includes some decision theory, and knowledge of classical linear model theory for continuous response data. Problems are provided at the end of each chapter to give the reader an opportunity to ap ply the methods in the text, to explore extensions of the material covered, and to analyze data with discrete responses. In the text examples, and in the problems, we have sought to include interesting data sets from a wide variety of fields including political science, medicine, nuclear engineering, sociology, ecology, cancer research, library science, and biology. Although there are several texts available on discrete data analysis, we felt there was a need for a book which incorporated some of the myriad recent research advances. Our motivation was to introduce the subject by emphasizing its ties to the well-known theories of linear models, experi mental design, and regression diagnostics, as well as to describe alterna tive methodologies (Bayesian, smoothing, etc. ); the latter are based on the premise that external information is available. These overriding goals, to gether with our own experiences and biases, have governed our choice of topics.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 388 pp. Englisch. …

Seller Inventory # 9781461269861

Title
The Statistical Analysis of Discrete Data
Author
Thomas J. Santner
Publisher
Springer, Copernicus Okt 2012
Publication year
2012
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1461269865
ISBN 13
9781461269861
Item weight
587 grams
Dimensions
235x155x21 mm
Series
Book 3 of 111: Springer Texts in Statistics

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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