Slides

Here, you can find slides for all lectures.

1. What are Generalized Linear Models (last updated 29. 9. 2023)
2. Binary Logistic Regression - modeling binary variables (last updated 8. 2. 2023)
3. Ordinal and Multinomial Regression - modeling categorical variables (last updated 15. 10. 2023)
4. Poisson and Negative Binomial Regression - modeling counts (last updated 8. 1. 2024)
5. Beta Regression - modeling proportions (last updated 8. 1. 2024)
6. Mixed Models (last updated 8. 1. 2024)
7. What is Causal Inference (last updated 8. 2. 2024)
8. Directed Acyclic Graphs (last updated 8. 2. 2024)
9. Propensity Scores Matching (last updated 8. 2. 2024)
10. Difference-in-Differences Analysis (last updated 8. 2. 2024)