Agendas
- This page is under construction and minor updates might occur, slides and Python scripts will be uploaded before each lecture.
- Before each lecture: Read the pages announced below in the book (1-3 hours).
- Attend/follow the daily lecture.
- Attend the exercise classes (10-12). Complete the exercises listed below (click on the link, e.g., E1.1 links to Chapter 1, Exercise 1), 2021June(2,5), refer to question 2 and 5 in the 2021 June exam (2 hours).
| Day | Date | Topic | Book | Read | Material | Exercises |
|---|---|---|---|---|---|---|
| 1 | 8/6 | Introduction, Python, - Summary statistics - Random variables |
Chap1 Chap9 Chap2 |
1.1-1.6 9.1 2.1-2.3 |
Slides01 lect01.ipynb studentheights.csv SkiveAvg.csv |
E1.1, E1.2, E1.4, E9Lect, E2.1, E2.2, E2.5, Project a)-e) Assignment 1 a)-c) |
| 2 | 9/6 | Probability I - Random variables - Distributions |
Chap2 Chap9 |
2.4-2.9 9.3.0 |
Slides02 lect02.ipynb |
E2.9, E2.10, E2.11, E2.12, E2.13, E9Lect, 2025June (4,11,12,18) Project f) |
| 3 | 10/6 | Probability II Simulation Error prop. Multivariate normal |
Chap4 Chap9 Chap2 |
4.1.1-4.1.3 9.2, 9.3.1-9.3.2 2.10.1 |
Slides03 lect03.ipynb |
E4.1, E4.5, E2.15, E9Lect, E9.1,E9.3, E9.2, 2025June (25,26) Assignment 1 d)-e) |
| 4 | 11/6 | Functions of normal random variables | Chap2 | 2.10.2-2.10.3 | Slides04 lect04.ipynb |
E2.16, E2.17, 2025June (28,29,30) Assignment 1 f) |
| 5 | 12/6 | Functions of normal random variables The general linear model |
Chap9 | 9.4-9.5 | Slides05 lect05.ipynb |
E9Lect, E9.4, E9.5, E9.6 Hand in assignment 1 |
| 6 | 15/6 | - t-test I | Chap3 Chap9 |
3.1 9.6-9.7 |
Slides06 lect06.ipynb |
E3.1, E3.2, E3.3,E3.4, E9Lect, E9.7, E9.9 2025June (1,17) Project g)-h) Assignment 2 a)-f) |
| 7 | 16/6 | t-test II | Chap3 Chap9 |
3.2-3.3 9.8 |
Slides07 lect07.ipynb |
E3.5, E3.6, E3.8, E3.10, E9Lect, E9.10, E9.11, E9.13 2025June (2,10,24) Hand in project Assignment 3 a)-d) |
| 8 | 17/6 | - Linear regression | Chap5 Chap6 |
5.1-5.6 6.1-6.3, 6.5-6.6 |
Slides08 lect08.ipynb |
E5.1,E5.2,E5.4, E5.5,E9.15 Hand in assignment 2 |
| 9 | 18/6 | - Succesive testing -Linear regression |
Chap9 Chap5 Chap6 |
9.9-9.10 5.7 6.4 |
Slides09 lect09.ipynb co2_data.csv |
E5.6, E5.7, E6.1, E6.2, E9Lect, E9.16 Assignment 3 e)-g) 2025June (9,20-23,27) |
| 10 | 19/6 | One-way ANOVA | Chap8 Chap9 |
8.1-8.2 9.11 |
Slides10 lect10.ipynb cars.csv |
E8.1, E8.2, E8.3, E8.4, E9Lect, E9.17, 2025June (3,7-9) Hand in assignment 3 |
| 11 | 22/6 | Two way ANOVA | Chap8 Chap9 |
8.3-8.4 9.12 |
Slides11 lect11.ipynb |
E8.5, E8.6, E8.7, E8.8, E9.19 2025June (13,14) |
| 12 | 23/6 | Catagorical data | Chap7 | 7.1-7.5 | Slides12 lect12.ipynb |
E7.1, E7.2, E7.3, E7.4, E7.5, 2025June (5,6,15,16) |
| 13 | 24/6 | Summary | Book | All | Slides13 lect13.ipynb |
2025December |
| 14 | 25/6 | Free | ||||
| 15 | 26/6 | Exam |