In this program
- Regression models for player performance
- Logistic models for win probability
- Simulation
- Monte Carlo season projections
- Ranking systems: Elo
- Bradley–Terry (intro)
- Draft and roster optimization (introduction)
Modeling and prediction
Draft and roster optimization (introduction)
Sports analytics · STEM / applied
Topic
Draft and roster optimization (introduction)
Undergraduate Sports analytics — outline derived from course README sections and typical US statistics syllabi (OpenIntro / standard OER where applicable).