PhD Course
Legal data analysis: why correlation is not causation
Course Description: In this course, participants will study how to apply basic statistical inference methods, and critically reflect on their results, using R programming. This course will enable participants to:
- grasp basic theoretical concepts of causal inference design;
- learn basic skills in R programming – how to continue learning on their own;
- practice in working with observational data provided in the course, using central tendency metrics;
- learn how to run an ordinarily least square (OLS) and understand its output;
- critically reflect on observational empirical research in law; and
- ensure future research collaboration with experienced social scientists.
Prior Requirements: None.
When: The course has 10 lessons, on the following dates:
- 16 October 2025 (lecture), 11:00 – 13:00
- 16 October 2025 (tutorial), 13:00 – 15:00
- 23 October 2025 (lecture), 11:00 – 13:00
- 23 October 2025 (tutorial), 13:00 – 15:00
- 30 October 2025 (lecture), 11:00 – 13:00
- 30 October 2025 (tutorial), 13:00 – 15:00
- 13 November 2025 (lecture), 11:00 – 13:00
- 13 November 2025 (tutorial), 13:00 – 15:00
- 20 November 2025 (lecture), 11:00 – 13:00
- 20 November 2025 (tutorial), 13:00 – 15:00
Maximum of external participants: The course has up to five spots available for staff from other universities.
Lecturer: Dr. Amit Zac
Registration deadline: Anytime before the start of the course. For questions or registration, please contact phdprogram-fdr@uva.nl