عنوان

Logistic regression from introductory to advanced concepts and applications

Number

02BL16454

Title Proper

Logistic regression from introductory to advanced concepts and applications

First Statement of Responsibility

Scott Menard

Place of Publication, Distribution, etc.

Los Angeles

Name of Publisher, Distributor, etc.

SAGE

Date of Publication, Distribution, etc.

c2010

Specific Material Designation and Extent of Item

xiii, 377 p. ill. 24 cm

Text of Note

from introductory to advanced concepts and applications

Entry Element

Logistic regression analysis

Entry Element

Logistic distribution

Class number

Book number

Classification Record Number

Entry Element

Menard, Scott W

Entry Element

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

Entry Element

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