Adaptive field experiments and multi-armed bandits
Africa Summer School in Econometrics 2024, Abidjan
ASSE 2024 homepage: Africa Summer School in Econometrics 2024
Lecture slides
- How to run an adaptive field experiment (applied motivation)
Slides - Multi-armed bandits (mathematical theory)
Slides - Implementing and simulating bandits in Python (computational implementation)
Jupyter notebook, Html version of notebook - Adaptive maximization of social welfare (my own research, combining welfare economics and bandits)
Slides
Readings
- A Tutorial on Thompson Sampling
- Regret Analysis of Stochastic and Nonstochastic Multi-armed Bandit Problems
- Python Data Science Handbook
- Adaptive maximization of social welfare