Logistic Regression Models
1st Edition
Published on 11. May 2009
656 pages
978-1-040-06912-7 (ISBN)
Description
Logistic Regression Models presents an overview of the full range of logistic models, including binary, proportional, ordered, partially ordered, and unordered categorical response regression procedures. Other topics discussed include panel, survey, skewed, penalized, and exact logistic models. The text illustrates how to apply the various models t
Reviews / Votes
This book really does cover everything you ever wanted to know about logistic regression ... with updates available on the author's website. Hilbe, a former national athletics champion, philosopher, and expert in astronomy, is a master at explaining statistical concepts and methods. Readers familiar with his other expository work will know what to expect-great clarity.The book provides considerable detail about all facets of logistic regression. No step of an argument is omitted so that the book will meet the needs of the reader who likes to see everything spelt out, while a person familiar with some of the topics has the option to skip "obvious" sections. The material has been thoroughly road-tested through classroom and web-based teaching. ...
The focus is on helping the reader to learn and understand logistic regression. The audience is not just students meeting the topic for the first time, but also experienced users. I believe the book really does meet the author's goal ... .
-Annette J. Dobson, Biometrics, June 2012
Overall this is a comprehensive book, which will provide a very useful resource and handbook for anyone whose work involves modelling binary data.
-David J. Hand, International Statistical Review (2011), 79
... useful as a textbook in a course on logistic regression.
-Andreas Rosenblad, Technometrics, May 2011
More details
Series
Edition
1. Auflage
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
ISBN-13
978-1-040-06912-7 (9781040069127)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Joseph M. Hilbe
Logistic Regression Models
Book
05/2017
1st Edition
CRC Press
€88.90
Shipment within 10-20 days
Joseph M. Hilbe
Logistic Regression Models
Book
05/2009
1st Edition
Chapman & Hall/CRC
€234.60
Shipment within 15-20 days
Content
Preface. Introduction. Concepts Related to the Logistic Model. Estimation Methods. Derivation of the Binary Logistic Algorithm. Model Development. Interactions. Analysis of Model Fit. Binomial Logistic Regression. Overdispersion. Ordered Logistic Regression. Multinomial Logistic Regression. Alternative Categorical Response Models. Panel Models. Other Types of Logistic-Based Models. Exact Logistic Regression. Conclusion. Appendices. References. Indices.
