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- catalog abstract ""Pampel's book offers readers the first "nuts and bolts" approach to doing logistic regression through the use of careful explanations and worked out examples. Pampel first offers readers a review of some basic concepts, such as exponents, percentage change, and likelihood functions. Next, he describes in some detail how taking the log of the odds eliminates the floor so that the transformation of logistic regression coefficients into coefficients that effect odds and probabilities makes more sense to readers. And, third, he describes maximum likelihood estimation through words and simple samples (along side of the formulas) so as to make the concept more concrete and the procedure easier to comprehend. Throughout the book, he emphasizes examples, explanations, and how to interpret the results of each procedure. This book will enable readers to use and understand logistic regression techniques and will serve as a foundation for more advanced treatments of the topic."--Pub. desc.".
- catalog contributor b11930387.
- catalog created "c2000.".
- catalog date "2000".
- catalog date "c2000.".
- catalog dateCopyrighted "c2000.".
- catalog description ""Pampel's book offers readers the first "nuts and bolts" approach to doing logistic regression through the use of careful explanations and worked out examples. Pampel first offers readers a review of some basic concepts, such as exponents, percentage change, and likelihood functions. Next, he describes in some detail how taking the log of the odds eliminates the floor so that the transformation of logistic regression coefficients into coefficients that effect odds and probabilities makes more sense to readers. And, third, he describes maximum likelihood estimation through words and simple samples (along side of the formulas) so as to make the concept more concrete and the procedure easier to comprehend. Throughout the book, he emphasizes examples, explanations, and how to interpret the results of each procedure. This book will enable readers to use and understand logistic regression techniques and will serve as a foundation for more advanced treatments of the topic."--Pub. desc.".
- catalog description "Includes bibliographical references (p. 83-84) and index.".
- catalog description "The logic of logistic regression -- Interpreting logistic regression coefficients -- Estimation and model fit -- Probit analysis -- Conclusion.".
- catalog extent "vii, 86 p. :".
- catalog identifier "0761920102 (pbk. : alk. paper)".
- catalog isPartOf "Quantitative applications in the social sciences ; no. 07-132.".
- catalog isPartOf "Sage university papers series. Quantitative applications in the social sciences ; no. 07-132".
- catalog issued "2000".
- catalog issued "c2000.".
- catalog language "eng".
- catalog publisher "Thousand Oaks, Calif. : Sage Publications,".
- catalog subject "519.5/36 21".
- catalog subject "HA31.3 .P36 2000".
- catalog subject "Logistic Models.".
- catalog subject "Logistic regression analysis.".
- catalog subject "Regression Analysis.".
- catalog tableOfContents "The logic of logistic regression -- Interpreting logistic regression coefficients -- Estimation and model fit -- Probit analysis -- Conclusion.".
- catalog title "Logistic regression : a primer / Fred C. Pampel.".
- catalog type "text".