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 Missouri-St. 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 Missouri-St. 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. 07-132
- 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 83-84)
- 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 83-84)
- 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 fa-external-link-square fa-fw"></i> Data from <span resource="http://link.umsl.edu/portal/Logistic-regression--a-primer-Fred-C./uzJG-UvgQQQ/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.umsl.edu/portal/Logistic-regression--a-primer-Fred-C./uzJG-UvgQQQ/">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 Missouri-St. Louis Libraries</a></span></span></span></span></div>
