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Predictive Modeling Using Logistic Regression Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression
| Section | Objectives |
|---|---|
| ANOVA and General Linear Models | - GLM procedures in SAS - One-way and multi-way ANOVA |
| Multiple Regression | - Model building and selection - Interaction effects - Multicollinearity diagnostics |
| Simple Linear Regression | - Residual analysis - Estimation and inference - Model assumptions and interpretation |
| Logistic Regression | - Binary logistic regression - Model fit and diagnostics |
| Model Diagnostics and Validation | - Goodness-of-fit measures - Influence and leverage |
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