Logistic Regression From Introductory to Advanced Concepts and Applications

Name: Logistic Regression From Introductory to Advanced Concepts and Applications
Availability: InStock
ISBN: 9781412974837

ISBN-10: 1412974836

ISBN-13: 9781412974837

Edition: 2010

Authors: Scott Menard

List price: $179.00

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Book details

List price: $179.00
Copyright year: 2010
Publisher: SAGE Publications, Incorporated
Publication date: 4/29/2009
Binding: Hardcover
Pages: 392
Size: 7.75" wide x 9.69" long x 1.06" tall
Weight: 1.738
Language: English



Preface



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



Estimation For Logistic Regression Models



Proofs Related to Indices of Predictive Efficiency



Ordinal Measures of Explained Variation


References


Index