Agendas
Extra material links
English/Danish, Danish/English dictionary of statistical terms
Previous Exams and solutions
Generic weekly agenda
- Before each lecture: Read the pages announced below in the book (1-3 hours).
- Attend/follow the weekly lecture - either live (Tuesday 8-10) or by watching the podcast (be aware that podcast recordings were made using the programming language R instead of Python) (2 hours).
- Attend the exercise classes (Tuesday 10-12). Complete the exercises listed below (click on the link, e.g., E1.1 links to Chapter 1, Exercise 1) (2 hours).
- Afterwards: Test yourself using the online test quizzes (typical exam questions, takes around 1-2 hours).
No | Date | Topic | Read | Slides | Extra | Exercises | Quiz |
---|---|---|---|---|---|---|---|
1 | 2/9 | Introduction, descriptive statistics and stochastic variables | (1.1), 1.3, 1.4, 2.1, 2.2 (skip: 2.2.1, example 2.15, and example 2.19), 2.4 |
Slides1da | E1.5, E1.2, E1.6, E2.18, exercises from slides 66,69,80 and 82, Quiz1, Solutions |
TestQuiz1 | |
2 | 9/9 | Python for statistics and discrete probability distributions | 1.5, 1.6, 2.3, 2.2.1, example 2.15, example 2.19 |
descriptive_statistics.ipynb first_simulation_in_python.ipynb |
E1.3 (question a-e WITH Python), E2.2, E2.4, E2.6, E2.7, E2.8, E2.1, E1.4, Quiz2 | TestQuiz2 | |
3 | 16/9 | Continous probability distributions, linear combinations and multivariate stochastic variables | 2.5, 2.6, 2.7, 2.8, 2.9, (2.10) | simulation_normal.ipynb exponential_distribution.ipynb |
TBA | TestQuiz3/ | |
4 | 23/9 | Confidence Intervals | Sec. 3.1.1-3.1.6 and 3.1.9 | TBA | TestQuiz4 | ||
5 | 30/9 | Hypothesis Testing | Sec. 3.1.7-3.1.9 | TBA | TestQuiz5 | ||
6 | 7/10 | Analysis of Two Samples | Sec. 3.2-3.3 | TBA | TestQuiz6 | ||
7 | 21/10 | Simulation Methods | All (Sec. 4.4 is optional) | TBA | TestQuiz7 | ||
8 | 28/10 | Simple Linear Regression | All (Except Section 5.2.1 and 5.5,and you may skip the proofs) | TBA | TestQuiz8 | ||
9 | 4/11 | Multiple Linear Regression | Sec. 6.1-6.5 | TBA | TestQuiz9 | ||
10 | 11/11 | Categorical and Count Data | All | TBA | TestQuiz10 | ||
11 | 18/11 | Grouped Data (one-way ANOVA) |
Sec. 8.1-8.2 | TBA | TestQuiz11 | ||
12 | 25/11 | Grouped Data (two-way ANOVA) |
Sec. 8.3-8.4 | TBA | TestQuiz12 | ||
13 | 2/12 | Summary | All placeholderplaceholderplaceholer |
PreviousExams | TestQuiz13 |