An overview of the topics that
will be presented in the lectures, with the accompanying
parts of the book indicated. The handouts of the slides of
the lecture can be found in the following table after the
lecture.
| Date | Topic |
Book | Handouts |
| Nov 14 |
Fundamental Concepts | Chapters 1 + 2 |
|
| Nov 21 |
Probability Topics | Chapters 1 + 2 + 9 |
Lecture
2 |
| Nov 28 |
Correlation Analysis | Chapters 6 + 18
(sections 1-5) |
Lecture
3 |
| Dec 5 |
Linear Regression |
Chapter 7 |
Lecture 4 |
| Dec 12 |
Logistic Regression | Chapter 8 |
Lecture
5 |
| Dec 19 |
Analysis of Variance | Chapter 10 |
Lecture
6 |
| Jan 9 |
Factor Analysis | Chapter 17 | Lecture
7 |
| Jan 16 |
Cluster Analysis and
Multidimensional Scaling |
Download here |
Lecture
8 |
| Jan 23 | No lecture, no exercise class |