This is a review of the egocentric ghosting model research conducted by Gedas Bertasius, Aaron Chan, and Jianbo Shi. 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…
DetailsThis is a review of the online gaming research conducted by Philip Z. Maymin. League of Nations is a multiplayer online battle arena (MOBA) game. Within a MOBA game, each player controls a single character and fight as a team. The game’s publisher only provides very basic statistics such as when a character dies, who…
DetailsThis is a review of the Weighted Least Squares Regression Model research with NHL data conducted by Brian Macdonald. NBA analysts and teams use the adjusted plus-minus (APM) stat to determine players’ contributions to the offense and defense. One strength of the APM is that each player’s score is not dependent on his teammates’ scores…
DetailsThis is a review of the expected rewards in fantasy sports research conducted by Martin B. Haugh and Raghav Singal Daily Fantasy Sports is an ever-growing industry with millions of users participating each year. DFS covers a wide variety of sports including football, basketball, baseball, soccer, and golf. Each competitor puts together a fantasy team…
DetailsThis is a review of the team strategy model and match model research conducted by Leonardo Lamas, Junior Barrera, Guilherme Otranto and Carlos Ugrinowitsch. Invasion games refer to team games that require one team to invade another team’s defense to score. In order for these teams to be successful, the players must work together as…
DetailsThis is a review of the Hawk-Eye Electronic Line-Calling System Data research conducted by Simon Choppin, Simon Albrtecht, James Spurr, and Jamie Capel-Davies. As technology has improved, the ability to analyze the game of tennis has been enhanced. One such technology is the Hawk-Eye Electronic Line-calling System. This system automatically tracks the ball and players…
DetailsThis is a review of the basketball research applying allocative efficiency and dynamic efficiency techniques conducted by Brian Skinner and Matthew Goldman. The end goal for any basketball game is to win the game. In order to maximize the chance of winning, teams need to evaluate the effectiveness of their strategies in influencing the outcome…
DetailsThis is a review of the NBA research using bipartite graph algorithms conducted by Sohum Misra. Basketball is ever growing in its popularity. Teams look for new techniques to help them gain advantages over their competitors. One technique increasing in its use is advanced statistics. These statistics help teams determine the intangible value of an…
DetailsThis is a review of the player tracking data and network model research conducted by Brian Skinner and Stephen J. Guy. Since the 2013/2014 season, all NBA arenas have installed a system of cameras and tracking software. These systems provide a wealth of information that can then be analyzed. This information includes both quantifiable and…
DetailsThis is a review of the Injury Risk Mitigation System (IRMS) research conducted by Calham Dower, Abdul Rafehi, Jason Weber, and Razali Mohamad. Player injuries are a key concern for all teams across all sports. Injuries can cost teams thousands of dollars every day and negatively affect the teams’ competitiveness. Over the years several programs…
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