LINEAR MODEL (2 Credits)

Learning Outcomes:

On successful completion of this course, students will be able to: describe the fundamental of linear model; use mathematical tools to explore the concept of linear model; apply the concept of linear model to solve statistical problems.

Topics:

1. Generalized Inverse Matrices;
2. Distributions and Quadratic Forms;
3. Regression for the Full-Rank Model;
4. Regression on Dummy Variables;
5. Models Not of Full Rank.