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Daily Archives: November 25, 2019

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Sports Analytics Video – Markov Chains

Sports Analytics MethodsBy Victor HolmanNovember 25, 2019

In this 5th installment of Victor Holman’s Sports Analytics 3 Minute Drill, Victor explains the Markov Chains. A Markov decision process (MDP) is a discrete time stochastic control process. It provides a mathematical framework for modeling decision making in situations where outcomes are partly random and partly under the control of a decision maker. MDPs…

Sports Analytics Video – Egocentric Ghosting Model

Sports Analytics MethodsBy Victor HolmanNovember 25, 2019

In this installment of Victor Holman’s Sports Analytics 3 Minute Drill, Victor explains egocentric ghosting models. The use of data-driven ghosting models is increasing as player tracking data becomes more widely available. The issue with the models that have been previously constructed is that their analysis of the players’ decisions is based solely on the…

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