Logistic Regression: A Self-Learning Text

David G. Kleinbaum; Mitchel Klein

ISBN 10: 0387953973 / ISBN 13: 9780387953977

Published by Springer, 2002

May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less. Seller Inventory # G0387953973I4N00

Synopsis:

This is the second edition of this text on logistic regression methods. As in the first edition, each chapter contains a presentation of its topic in 'lecture-book' format together with objectives, an outline, key formulae, practice exercises, and a test. The 'lecture-book' has a sequence of illustrations and formulae in the left column of each page and a script (i.e., text) in the right column. This format allows you to read the script in conjunction with the illustrations and formulae that highlight the main points, formulae, or examples being presented. This second edition includes five new chapters and an appendix. The new chapters of this title are: Chapter 9 - Polytomous Logistic Regression; Chapter 10 - Ordinal Logistic Regression; Chapter 11 - Logistic Regression for Correlated Data; Chapter 12 - GEE Examples; and, Chapter 13 - Other Approaches for Analysis of Correlated Data. Chapters 9 and 10 extend logistic regression to response variables that have more than two categories. Chapters 11-13 extend logistic regression to generalized estimating equations (GEE) and other methods for analyzing correlated response data. The appendix 'Computer Programs for Logistic Regression' provides descriptions and examples of computer programs for carrying out the variety of logistic regression procedures described in the main text. The software packages considered are SAS Version 8.0, SPSS Version 10.0 and STATA Version 7.0.

Review:

From the reviews of the third edition:

“The third edition of this book continues the tradition of the authors of a two-column book that really does act as a self-learning text. The left-hand column is like a collection of PowerPoint slides, including generic-style computer output and diagrams to visualize the relationship between concepts. Each chapter contains about 10 exercises, some routine calculation and some asking for explanation of particular points. Answers are provided immediately. ... The reference list includes about 40 items and has been updated to include publications up to 2008.” (Alice Richardson, International Statistical Review, Vol. 79 (2), 2011)

Bibliographic Details

Title: Logistic Regression: A Self-Learning Text
Publisher: Springer
Publication Date: 2002
Binding: Hardcover
Condition: Very Good
Dust Jacket Condition: No Jacket
Edition: 2nd Edition