Logistic regression - Info and Reading Options

"Logistic regression" Table Of Contents:

• 1- Introduction : linear regression and logistic regression
• 2- Loglinear analysis, logit analysis, and logistic regression
• 3- Quantitative approaches to model fit and explained variation
• 4- Prediction tables and qualitative approaches to explained variation
• 5- Logistic regression coefficients
• 6- Model specification, variable selection, and model building
• 7- Logistic regression diagnostics and problems of inference
• 8- Path analysis with logistic regression
• 9- Polytomous logistic regression for unordered categorical variables
• 10- Ordinal logistic regression
• 11- Clusters, contexts, and dependent data : logistic regression for clustered sample survey data
• 12- Conditional logistic regression models for related samples
• 13- Longitudinal panel analysis with logistic regression
• 14- Logistic regression for historical and developmental change models : multilevel logistic regression and discrete time event history analysis
• 15- Alternatives to logistic regression.

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