1. Review of Basic Statistical Concepts and Matrices
2. Regression and Prediction

3. Straight Line Regression
4. Multiple Linear Regression
5. Diagnostic Procedures

6. Applications of Regression I
7. Applications of Regression II
8. Alternate Assumptions for Regression

9. Nonlinear Regression