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Synopsis
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.
Supports releases 6.12 and higher of SAS software.
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About the Author
Paul D. Allison
Paul D. Allison is a Professor of Sociology and Epidemiology at the
University of Pennsylvaniawhere he teaches graduate courses in survival
analysis and categorical data analysis. Every summer he teaches a
five-day workshop about logistic regression that is attended by researchers
from around the United States and Canada. Besides his numerous statistical
papers, he has also published extensively on the subject of scientists'
careers.
"About this title" may belong to another edition of this title.
- PublisherSas Inst
- Publication date1991
- ISBN 10 1580253520
- ISBN 13 9781580253529
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages288
- Rating
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Logistic Regression Using the SAS System : Theory and Application
Published by
SAS Institute, 1992
ISBN 10: 1580253520
ISBN 13: 9781580253529
Used
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Logistic Regression Using the SAS System : Theory and Application
Published by
SAS Institute, 1992
ISBN 10: 1580253520
ISBN 13: 9781580253529
Used
Softcover
First Edition
Seller: Better World Books, Mishawaka, IN, U.S.A.
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Logistic Regression Using the SAS System : Theory and Application
Published by
SAS Institute, 1992
ISBN 10: 1580253520
ISBN 13: 9781580253529
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Logistic Regression Using the SAS System : Theory and Application
Published by
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ISBN 10: 1580253520
ISBN 13: 9781580253529
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