{"product_id":"game-theory-machine-learning-and-mcbride-michael-9789819821846","title":"Game Theory, Machine Learning, and Production in Sports","description":"\u003cp\u003eIn this groundbreaking book, economist and game theorist Michael McBride presents an innovative answer to this question for the sport of baseball: \"How is individual performance fairly measured when success depends on teamwork?\" The answer is - the Fair-Credit Baseball statistics.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eDrawing on the Nobel Prize-winning Shapley Value from coalitional game theory, McBride creates two revolutionary measures of offensive performance: Shapley Run Credits (SRC) and Offensive Shapley Win Credits (OSWC). Unlike traditional baseball statistics, these new measures satisfy mathematical fairness axioms, making them the fairest measures of individual credit in the sport.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eMcBride combines this theoretical foundation with cutting-edge machine learning to analyse over a century of Major League Baseball data, producing the most accurate measures of offensive performance in baseball history. The result is a sophisticated yet intuitive statistical framework that finally gives players the credit they truly deserve for actual results - not projected or average performance.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eWritten for academic researchers, sports analysts, and baseball enthusiasts alike, this book successfully bridges complex mathematical theory with practical application. It offers technical rigor for professionals while remaining engaging and accessible for anyone passionate about understanding what really happens on the baseball diamond.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e McBride Michael\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9819821843\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789819821846\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e World Scientific Publishing Company\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/06\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 250\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.21lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.69d","brand":"McBride Michael","offers":[{"title":"Hardcover","offer_id":48447017648383,"sku":"9789819821846","price":98.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_2dfcc65d-f57f-406e-8f26-49311f4920a8.jpg?v=1777228282","url":"https:\/\/www.whiterainbookhouse.com\/products\/game-theory-machine-learning-and-mcbride-michael-9789819821846","provider":"WR Book House","version":"1.0","type":"link"}