Categorical Data Analysis
Poisson Regression Connection
Log-Linear Formulation
Cell Count Modeling
Complete Independence
Mutual Independence
Conditional Independence
Two-Factor Interactions
Three-Factor Interactions
Higher-Order Interactions
Perfect Fit Concept
Parameter Interpretation
Maximum Likelihood Estimation
Iterative Proportional Fitting
Model Comparison Methods
Hierarchical Model Selection
Backward and Forward Selection
Main Effects
Interaction Effects
Lambda Parameters
Deviance Statistics
Pearson Chi-Square
Standardized Residuals
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8. Multinomial Response Models
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10. Advanced Topics