Statistical Analysis of Discrete Data

ISBN-10: 0387970185
ISBN-13: 9780387970189
Edition: 1989
List price: $139.00 Buy it from $37.82
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Description: The Statistical Analysis of Discrete Data provides an up-to-date introduction to methods for analyzing discrete data. The text covers both single-sample problems and problems with structured means which can be studied via loglinear and logistic  More...

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Book details

List price: $139.00
Copyright year: 1989
Publisher: Springer
Publication date: 10/16/1989
Binding: Hardcover
Pages: 372
Size: 6.75" wide x 9.75" long x 0.75" tall
Weight: 1.540
Language: English

The Statistical Analysis of Discrete Data provides an up-to-date introduction to methods for analyzing discrete data. The text covers both single-sample problems and problems with structured means which can be studied via loglinear and logistic models. Standard estimation and testing formulations are joined by formulations in terms of multiple comparisons, simultaneous interval construction, and ranking and selection. Where possible, connections with linear model theory for continuous responses are exploited to emphasize the relationships between the two areas. Recent research in areas such as graphical models for contingency tabels, Bayes and related estimation for loglinear models, and diagnostics for logistic regression is presented. Problems at the end of each chapter provide opportunities to both try out methods in the text on data from a wide variety of fields and to explore extensions of the material covered. The book is intended as a textbook for researchers both in- and outside of the statistics field who encounter discrete data.

Introduction
Univariate Discrete Responses
Loglinear Models
Cross-Classified Data
Univariate Discrete Data With Covariates
Appendices
References
List of Notation
Index of Data Sets
Author
Index
Subject
Index

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