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Quantifying The Trenches: Machine Learning Applied To Nfl Offensive Lineman Valuation, Sean Pyne
Quantifying The Trenches: Machine Learning Applied To Nfl Offensive Lineman Valuation, Sean Pyne
CMC Senior Theses
There are 32 teams in the National Football League all competing to be the best by creating the strongest roster possible. The problem of evaluating talent has created extreme competition between teams in the form of a rookie draft and a fiercely competitive veteran free agent market. The difficulty with player evaluation is due to the noise associated with measuring a particular player’s value. The intent of this paper is to create an algorithm for identifying the inefficiencies in pricing in these player markets. In particular, this paper focuses on the veteran free agent market for offensive linemen in the …