All slide decks
Interactive decks of the 2024/25 cohort and the PDFs of both cohorts, in teaching order
Every interactive deck opens as a full-screen revealjs presentation rendered from its .qmd source. Useful keys inside a deck: ? shows all shortcuts, o opens the slide overview, m opens the menu with a table of contents, f goes full screen, and e switches to print view so you can save the deck as a PDF from your browser.
The PDF columns hold the files exactly as they were shared with each cohort on Ilias; they are also listed with dates and page counts on the cohort pages (2024/25, 2023/24).
Week 0 Β· Prerequisites
| Deck | Interactive | PDF 2024/25 | PDF 2023/24 |
|---|---|---|---|
| Week 00. Prerequisites for the part on quantitative research methods | π Web page | π PDF | π PDF |
| MK68 additional literature | π PDF |
β Week page
Week 1 Β· Introduction. Descriptive statistics
| Deck | Interactive | PDF 2024/25 | PDF 2023/24 |
|---|---|---|---|
| Week 01. Part 1. Introduction | π₯ Open | π PDF | π PDF |
| Week 01. Part 2. Descriptive statistics | PDF only | π PDF | π PDF |
β Week page
Week 2 Β· Distribution, variance and its applications
| Deck | Interactive | PDF 2024/25 | PDF 2023/24 |
|---|---|---|---|
| Week 02. Distribution, Variance and its applications | π₯ Open | π PDF | π PDF |
| Part: Distribution | π₯ Open | ||
| Part: Variance | π₯ Open | ||
| Part: Quantiles | π₯ Open | ||
| Part: Income deciles example | π₯ Open |
β Week page
Week 3 Β· Bi-variate data. Correlation and causation
| Deck | Interactive | PDF 2024/25 | PDF 2023/24 |
|---|---|---|---|
| Week 03. Variance. Bi-variate data. Correlation and Causation | PDF only | π PDF | π PDF |
β Week page
Week 4 Β· Cause and effect in the RCT. Hypothesis testing. t-tests
| Deck | Interactive | PDF 2024/25 | PDF 2023/24 |
|---|---|---|---|
| Week 04. Cause and Effect in the RCT. Hypothesis testing. T-tests. Examples. Central Limit Theorem | π₯ Open | π version 1 Β· version 2 | π PDF |
β Week page
Week 5 Β· Central Limit Theorem. t-distribution. Confidence intervals
| Deck | Interactive | PDF 2024/25 | PDF 2023/24 |
|---|---|---|---|
| Week 05. Hypothesis testing II. Central Limit Theorem. T-distribution. Confidence intervals. t-test | π₯ Open | π PDF | π PDF |
β Week page
Week 6 Β· Simple and multiple regression. Bias. Linearity
| Deck | Interactive | PDF 2024/25 | PDF 2023/24 |
|---|---|---|---|
| Week 06. Recap. Simple Linear Regression. Multiple Regression. Bias. Regression assumptions. Linearity | π₯ Open | π version 1 Β· version 2 | π PDF |
| t-test recap: example of an exam assignment | π₯ Open |
β Week page
Week 7 Β· Multiple linear regression. Practice
| Deck | Interactive | PDF 2024/25 | PDF 2023/24 |
|---|---|---|---|
| Week 07. Multiple Linear Regression. Practice | π₯ Open | π PDF | π PDF |
β Week page
Week 01 Part 2 and Week 03 read data files that are kept out of the public repository, so they cannot be rendered here. The PDFs are the versions the students received. The README explains how to render them locally.