Statistics 345

Statistical Models


Stat2: Building Models for a World of Data, 2e,
by Cannon, et al.,
W. H. Freeman, 2013


Unit A: Linear Regression

1. Simple Linear Regression

2. Inference for Simple linear Regression

3. Multiple Regression

4. Additional Topics in Regression

Unit B: Analysis of Variance

5. One-Way ANOVA and Randomized Experiments

6. Blocking and Two-way ANOVA

7. ANOVA with Interaction and Factorial Designs

8. Additional Topics in Analysis of Variance

Unit C: Logistic Regression

9. Logistic Regression

10. Multiple Logistic Regression

11. Additional Topics in Logistic Regression

Unit D: Time Series Analysis

12. Time Series Analysis