Statistics 345

Statistical Models


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


Book companion site, Macmillan learning
Examples in R, markdown files and videos for Stat2, Amherst College
Stat2Data, R package, CRAN

Unit A: Simple 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

6. Multifactor ANOVA

7. Additional Topics in Analysis of Variance

8. Overview of Experimental Design

Unit C: Logistic Regression

9. Logistic Regression

10. Multiple Logistic Regression

11. Additional Topics in Logistic Regression