Bibliograph

Logistic regression, a primer, Fred C. Pampel, University of Colorado Boulder

Type

Label

Logistic regression, a primer, Fred C. Pampel, University of Colorado Boulder

Language

eng

Bibliography note

Includes bibliographical references (pages 125-126) and index

Illustrations

illustrations

Index

index present

Literary Form

non fiction

Main title

Logistic regression

Nature of contents

bibliography

Oclc number

1176324658

Responsibility statement

Fred C. Pampel, University of Colorado Boulder

Series statement

Quantitative applications in the social sciences, 132

Sub title

a primer

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"--, Provided by publisher

Table Of Contents

The logic of logistic regression -- Interpreting logistic regression coefficients -- Estimation and model fit -- Probit analysis -- Ordinal and multinomial logistic regression

Creator