Logistic regression
By: Scott Menard.
Series: Advanced quantitative techniques in the social sciences -- 12
Publisher: Sage Publications
Published: 2009
Place of publication: Thousand Oaks, Calif
Language: eng
ISBN-13: 9781412971195
Subjects: Logistic regression analysis.; Logistic distribution.
Notes: Includes bibliographical references and index.
Table of contents: value: Introduction : linear regression and logistic regression; value: Loglinear analysis, logit analysis, and logistic regression; value: Quantitative approaches to model fit and explained variation; value: Prediction tables and qualitative approaches to explained variation; value: Logistic regression coefficients; value: Model specification, variable selection, and model building; value: Logistic regression diagnostics and problems of inference; value: Path analysis with logistic regression; value: Polytomous logistic regression for unordered categorical variables; value: Ordinal logistic regression; value: Clusters, contexts, and dependent data : logistic regression for clustered sample survey data; value: Conditional logistic regression models for related samples; value: Longitudinal panel analysis with logistic regression; value: Logistic regression for historical and developmental change models : multilevel logistic regression and discrete time event history analysis; value: Alternatives to logistic regression.