عنوان

Logistic regression from introductory to advanced concepts and applications

02BL16454

Logistic regression from introductory to advanced concepts and applications

Scott Menard

Los Angeles

SAGE

c2010

xiii, 377 p. ill. 24 cm

from introductory to advanced concepts and applications

Logistic regression analysis

Logistic distribution

Menard, Scott W

Includes bibliographical references )p. 358-368( and indexes.

Introduction : linear regression and logistic regression -- Log-linear analysis, logit analysis, and logistic regression -- Quantitative approaches to model fit and explained variation -- Prediction tables and qualitative approaches to explained variation -- Logistic regression coefficients -- Model specification, variable selection, and model building -- Logistic regression diagnostics and problems of inference -- Path analysis with logistic regression )PALR( -- Polytomous logistic regression for unordered categorical variables -- Ordinal logistic regression -- Clusters, contexts, and dependent data : logistic regression for clustered sample survey data -- Conditional logistic regression models for related samples -- Longitudinal panel analysis with logistic regression -- Logistic regression for historical and developmental change models : multilevel logistic regression and discrete time event history analysis -- Comparisons : logistic regression and alternative models