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Applied Logistic Regression

Applied Logistic Regression - 2nd edition

ISBN13: 978-0471356325

ISBN13: 978-0471356325
ISBN10: 0471356328
Cover type:
Edition/Copyright: 2ND 00
Publisher: John Wiley & Sons, Inc.
Published: 1988
International: No

List price: $165.00

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Applied Logistic Regression - 2ND 00 edition

ISBN13: 978-0471356325

David W. Hosmer and Stanley Lemeshow

ISBN13: 978-0471356325
ISBN10: 0471356328
Cover type:
Edition/Copyright: 2ND 00
Publisher: John Wiley & Sons, Inc.

Published: 1988
International: No
Summary

The logistic regression (LR) model has been in use in statistical analyses for many years; but it was not until the late 1960's that a model was used to provide a multivariate analysis of the Framingham heart study data that its full power and applicability were totally appreciated. Since then the LR model has become the standard method for regression analysis of dichotomous data in many fields, especially in the health sciences. This new and updated edition of the classic bestseller provides a focused introduction to the LR model and its use in methods for modeling the relationship between a dichotomous outcome variable and a set of covariables.

In this revised and updated edition of their popular book, David Hosmer and Stanley Lemeshow continue to provide an amazingly accessible introduction to the logistic regression model while incorporating advances of the last decade, including a variety of software packages for the analysis of data sets. Hosmer and Lemeshow extend the discussion from biostatistics and epidemiology to cutting-edge applications in data mining and machine learning, guiding readers step-by-step through the use of modeling techniques for dichotomous data in diverse fields. Ample new topics and expanded discussions of existing material are accompanied by a wealth of real-world examples--with extensive data sets available over the Internet.

Author Bio

Hosmer, David W. : University of Massachusetts

David W. Hormer, PhD, is Professor of Biostatistics at the School of Public Health and Health Sciences at the University of Massachusetts at Amherst.

Lemeshow, Stanley : The Ohio State University Main Campus

Stanley Lemeshow, PhD, is Professor of Biostatistics and Director of the Biostatistics Program at The Ohio State University.

Table of Contents

Introduction to the Logistic Regression Model.
The Multiple Logistic Regression Model.
Interpretation of the Coefficients of the Logistic Regression Model.
Model-Building Strategies and Methods for Logistic Regression.
Assessing the Fit of the Model.
Application of Logistic Regression with Different Sampling Models.
Logistic Regression for Matched Case-Control Studies.
Special Topics.
References.
Index.

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Applied Logistic Regression - 3rd edition

ISBN13: 978-0470582473
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