Statistics 345

Statistical Models


Textbook


A Modern Approach to Regression with R,
Simon J. Sheather
Springer, 2009

Simon J. Sheather, A Modern Approach to Regression with R, Springer, 2009



1. Introduction

2. Simple linear Regression

3. Diagnostics and Transformations for Simple linear Regression

4. Weighted Least Squares

5. Multiple Linear Regression

6. Diagnostics and Transformations for Multiple linear Regression

7. Variable Selection

8. Logistic Regression

9. Serially Correlated Errors

10. Mixed Models





cparrish@sewanee.edu