When Do Sports Leagues Stop Being Competitive? Bayesian Detection of Competitive-Balance Eras from Match-Level Data

Xinran Li, Maoran Xu, Guanyu Hu

Competitive balance shapes outcome uncertainty, fan interest, and league regulation, yet standard measures summarize realized standings and cannot separate structural ability diffe…