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Economics/Finances Logistic Regression Using the SAS System : Theory and Application

Posted on 2010-03-16




Name:Economics/Finances Logistic Regression Using the SAS System : Theory and Application
ASIN/ISBN:1580253520
Language:English
File size:12 Mb
Publisher: SAS Publishing 1999-03-23
Pages: 302 Pages
ISBN: 1580253520
File Type: PDF
File Size: 12 MB
   Economics/Finances Logistic Regression Using the SAS System : Theory and Application

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Logistic Regression Using the SAS System : Theory and Application By Paul D. Allison

If you are a researcher or student with experience in multiple linear regression and want to learn about logistic regression, this book is for you! Informal and nontechnical, this book both explains the theory behind logistic regression and looks at all the practical details involved in its implementation using the SAS System. Several social science real-world examples are included in full detail. This book also explains the differences and similarities among the many generalizations of the logistic regression model. The following topics are covered: binary logit analysis, logit analysis of contingency tables, multinomial logit analysis, ordered logit analysis, discrete-choice analysis with the PHREG procedure, and Poisson regression. Other highlights include discussions on how to use the GENMOD procedure to do loglinear analysis and GEE estimation for longitudinal binary data. Only basic knowledge of the SAS DATA step is assumed.

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