Beyond Winning: Margin of Victory Relative to Expectation Unlocks Accurate Skill Ratings

Shivam Shorewala, Zihao Yang

Knowledge of accurate relative skills in any competitive system is essential, but foundational approaches such as ELO discard extremely relevant performance data by concentrating e…