The Resource Logistic regression : a primer, Fred C. Pampel
Logistic regression : a primer, Fred C. Pampel
Resource Information
The item Logistic regression : a primer, Fred C. Pampel represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of MissouriSt. Louis Libraries.This item is available to borrow from 1 library branch.
Resource Information
The item Logistic regression : a primer, Fred C. Pampel represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of MissouriSt. Louis Libraries.
This item is available to borrow from 1 library branch.
 Summary
 "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
 Language
 eng
 Extent
 vii, 86 pages
 Note
 "A Sage university paper"Cover
 Contents

 The logic of logistic regression
 Interpreting logistic regression coefficients
 Estimation and model fit
 Probit analysis
 Conclusion
 Isbn
 9780761920106
 Label
 Logistic regression : a primer
 Title
 Logistic regression
 Title remainder
 a primer
 Statement of responsibility
 Fred C. Pampel
 Language
 eng
 Summary
 "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
 Cataloging source
 DLC
 http://library.link/vocab/creatorName
 Pampel, Fred C
 Dewey number
 519.5/36
 Illustrations
 illustrations
 Index
 no index present
 LC call number
 HA31.3
 LC item number
 .P36 2000
 Literary form
 non fiction
 Nature of contents
 bibliography
 Series statement
 Sage university papers. Quantitative applications in the social sciences
 Series volume
 no. 07132
 http://library.link/vocab/subjectName

 Logistic regression analysis
 Logistic Models
 Regression Analysis
 Label
 Logistic regression : a primer, Fred C. Pampel
 Note
 "A Sage university paper"Cover
 Bibliography note
 Includes bibliographical references (pages 8384)
 Carrier category
 volume
 Carrier category code

 nc
 Carrier MARC source
 rdacarrier
 Content category
 text
 Content type code

 txt
 Content type MARC source
 rdacontent
 Contents
 The logic of logistic regression  Interpreting logistic regression coefficients  Estimation and model fit  Probit analysis  Conclusion
 Control code
 43333453
 Dimensions
 22 cm
 Extent
 vii, 86 pages
 Isbn
 9780761920106
 Isbn Type
 (pbk. : alk. paper)
 Lccn
 00008060
 Media category
 unmediated
 Media MARC source
 rdamedia
 Media type code

 n
 Other physical details
 illustrations
 Label
 Logistic regression : a primer, Fred C. Pampel
 Note
 "A Sage university paper"Cover
 Bibliography note
 Includes bibliographical references (pages 8384)
 Carrier category
 volume
 Carrier category code

 nc
 Carrier MARC source
 rdacarrier
 Content category
 text
 Content type code

 txt
 Content type MARC source
 rdacontent
 Contents
 The logic of logistic regression  Interpreting logistic regression coefficients  Estimation and model fit  Probit analysis  Conclusion
 Control code
 43333453
 Dimensions
 22 cm
 Extent
 vii, 86 pages
 Isbn
 9780761920106
 Isbn Type
 (pbk. : alk. paper)
 Lccn
 00008060
 Media category
 unmediated
 Media MARC source
 rdamedia
 Media type code

 n
 Other physical details
 illustrations
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.umsl.edu/portal/LogisticregressionaprimerFredC./uzJGUvgQQQ/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.umsl.edu/portal/LogisticregressionaprimerFredC./uzJGUvgQQQ/">Logistic regression : a primer, Fred C. Pampel</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.umsl.edu/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.umsl.edu/">University of MissouriSt. Louis Libraries</a></span></span></span></span></div>