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Logistic Regression From Introductory to Advanced Concepts and Applications

ISBN-10: 1412974836

ISBN-13: 9781412974837

Edition: 2010

Authors: Scott William Menard

List price: $117.00
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Book details

List price: $117.00
Copyright year: 2010
Publisher: SAGE Publications, Incorporated
Publication date: 4/29/2009
Binding: Hardcover
Pages: 392
Size: 7.50" wide x 9.25" long x 1.00" tall
Weight: 1.980
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