Exploring the Difficulty of Estimating Win Probability: A Simulation Study

Ryan S. Brill, Ronald Yurko, Abraham J. Wyner

Estimating win probability is one of the classic modeling tasks of sports analytics. Many widely used win probability estimators use machine learning to fit the relationship betwee…