|
Week |
Chapter |
Contents |
| 43 | 0, 1, 2:1-6 | Introduction. Simple linear regression, diagnostics. |
| 44 | 4, 5:1-4, 6:1-2, 8:1-3 | Multiple regression, diagnostics and testing. |
| 45 | 14, 23, 9:1 + notes | Dummy variables, ANCOVA, Model selection. |
| 46 | 11, 15 + notes | Model Selection criteria |
| 47 | 26 + notes | Bootstrap. Cross-validation. |
| 48 | 16:1-4, 17 | Regularized regression |
| 49 | 9:2-3, 9:5, 18 | Weighted Least Squares, Non-linear models, Generalized linear models. In-class presentations |
| 50 - Dec 15 | Final Exam |
Week |
Notes and handouts |
| 43 | Lecture 1 , Demo 1 , The television data |
| 44 | Lecture 3 , Demo 3 |
| 45 | Lecture 5 and 6 , Demo 5 and 6 , Heart disease data |
| 46 | Lecture 7 , Demo 7 , cars data |
| 47 | Lecture 10 , Demo 10 , anorexia data
|
| 48 | Lecture 9 , Demo 9 Lecture 11 , Demo 11 Lecture 12 , Demo 12 randomsplitsBin.R |
| 49 | Lecture 13 , Demo 13 Old final 1 , Old final 2 Lecture 14 , Demo 14 Lecture 15 , Demo 15 |
Week |
Labs and data links |
| 43 | Lab 1 Lab 1 - due Nov 3 |
| 44 | Lab 2 Lab 2 - due Nov 17 , Baby birthweight data |
| 45 | |
| 46 | |
| 47 | |
| 48 | Lab 3 Lab 3 - due Dec 6 , randomsplits.R |
| 49 |
The exam takes place on Dec 15. Room: To be announced.
The exam is open-book and open notes.
Bring ID and receipt for your student union fee
You will be notified the result of your exam by email from LADOK (This is done automatically as soon as the exams have been marked an the results are registered..)
The exams will then be kept at the students' office in the Mathematical Sciences building.
Check that the number of points and your grade given on the exam and registered in LADOK coincide.
Complaints of the marking should be written and handed in at the office. There is a form you can use, ask the person in the office.).
The following link will tell you all about the examination room rules at Chalmers: Examination room instructions