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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

Logistic models for win probability

Sports analytics · Standard syllabus

Topic

Logistic models for win probability

Practice by unit: Modeling and prediction

Undergraduate Sports analytics — outline derived from course README sections and typical US statistics syllabi (OpenIntro / standard OER where applicable).

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