Research Catalog

Logistic regression : a primer

Title
Logistic regression : a primer / Fred C. Pampel, University of Colorado Boulder.
Author
Pampel, Fred C.
Publication
Thousand Oaks, California : SAGE Publications, Inc., [2021]

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StatusFormatAccessCall NumberItem Location
TextUse in library JFD 21-1205Schwarzman Building - Main Reading Room 315

Details

Description
xv, 131 pages : illustrations; 22 cm.
Summary
"This volume helps readers understand the intuitive logic behind logistic regression through nontechnical language and simple examples. The Second Edition presents results from several statistical packages to help interpret the meaning of logistic regression coefficients, presents more detail on variations in logistic regression for multicategory outcomes, and describes some potential problems in interpreting logistic regression coefficients. A companion website includes the three data sets and Stata, SPSS, and R commands needed to reproduce all the tables and figures in the book. Finally, the Appendix reviews the meaning of logarithms, and helps readers understand the use of logarithms in logistic regression as well as in other types of models"--
Series Statement
Quantitative applications in the social sciences ; 132
Uniform Title
Quantitative applications in the social sciences ; no. 132.
Subject
Logistic regression analysis
Bibliography (note)
  • Includes bibliographical references (pages 125-126) and index.
Contents
The logic of logistic regression -- Interpreting logistic regression coefficients -- Estimation and model fit -- Probit analysis -- Ordinal and multinomial logistic regression.
Call Number
JFD 21-1205
ISBN
  • 9781071816202
  • 1071816209
LCCN
2020031266
OCLC
1176324658
Author
Pampel, Fred C., author.
Title
Logistic regression : a primer / Fred C. Pampel, University of Colorado Boulder.
Publisher
Thousand Oaks, California : SAGE Publications, Inc., [2021]
Edition
Second edition.
Type of Content
text
Type of Medium
unmediated
Type of Carrier
volume
Series
Quantitative applications in the social sciences ; 132
Quantitative applications in the social sciences ; no. 132.
Bibliography
Includes bibliographical references (pages 125-126) and index.
Other Form:
ebook version : 9781071816196
Research Call Number
JFD 21-1205
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