Winter Semester 2023/24

Part 2: Statistics and Econometrics Β· MK-068-EN (TM) WS2023/24. Empirical Research Methods

The first run of the programme. The materials of this cohort are the PDF slides that were uploaded to Ilias, listed below in teaching order with the day each one was added to the repository. The slide sources were revised afterwards for the 2024/25 cohort, so the interactive decks on this site do not reproduce these PDFs; the sources as they stood for this cohort are linked under each PDF.

Slides, in teaching order

Week PDF shared on Ilias Pages Added Source at the time
0 πŸ“„ Week 00. Prerequisites 2 4 Dec 2023 πŸ’» mk68-00-part-1-prerequisites.qmd
1 πŸ“„ Week 01. Part 1. Introduction 42 6 Dec 2023 πŸ’» mk68-01-p1-slides.qmd
1 πŸ“„ Week 01. Part 2. Descriptive statistics 54 6 Dec 2023 πŸ’» mk68-01-p2-slides.qmd
2 πŸ“„ Week 02. Distribution, Variance and its applications 72 11 Dec 2023 πŸ’» mk68-02-slides.qmd
3 πŸ“„ Week 03. Variance. Bi-variate data. Correlation and Causation 57 11 Dec 2023 πŸ’» mk68-03-slides.qmd
4 πŸ“„ Week 04. Cause and Effect in the RCT. Hypothesis testing. T-tests 78 10 Jan 2024 πŸ’» mk68-04-slides.qmd
5 πŸ“„ Week 05. Hypothesis testing II. Central Limit Theorem. t-distribution. Confidence intervals 80 16 Jan 2024 πŸ’» mk68-05-slides-v2.qmd
6 πŸ“„ Week 06. Recap. Simple Linear Regression. Multiple Regression. Bias. Regression assumptions. Linearity 95 23 Jan 2024 πŸ’» mk68-06-slides.qmd
7 πŸ“„ Week 07. Multiple Linear Regression. Practice 56 30 Jan 2024, file replaced 14 Oct 2024 πŸ’» mk68-07-slides.qmd

Sources

The last content change for this cohort is commit 9c5d2e6 of 30 January 2024, β€œWeek 7 slides”. The whole materials/ folder as it stood then is browsable at tree/9c5d2e6/materials. The week decks were rendered with the 2023/24 _quarto.yml, which differed from the 2024/25 one mainly in the subtitle and footer (β€œPart 2 … WS2023/24”) and in having incremental slide builds switched on by default.

NoteWhat changed for 2024/25

Between the two cohorts the sources of every week were revised (2,810 lines added and 2,413 removed across 28 files). The largest changes were to Week 2, which was split into separately rendered parts, and to Weeks 4 and 5, whose PDFs went from 78 and 80 pages to 60 and 99. To see the revised version of a week, open it from the 2024/25 cohort page.

Week pages

Week 0 Β· Week 1 Β· Week 2 Β· Week 3 Β· Week 4 Β· Week 5 Β· Week 6 Β· Week 7