I recently picked up the book Mathletics “How gamblers, managers, and fans use mathematics in sports.” by Wayne Winston after hearing a recommendation in an online R meetup.
The first chapter “Baseball’s Pythagorean Theorem” describes a mathematical relationship attributed to Bill James.