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"Gaining 6 yards on a 3rd and 5 against the top defense is not the same as gaining 6 yards on a 3rd and 5 against the worst defense." EPA isn't the best but it is all we have. We need more. https://t.co/h6MIlx6iPc
Machine Learning and Data Mining for Sports Analytics
Overview of attention for book
Table of Contents
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Altmetric BadgeBook Overview
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Altmetric BadgeChapter 1 Measuring Football Players’ On-the-Ball Contributions from Passes During Games
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Altmetric BadgeChapter 2 Forecasting the FIFA World Cup – Combining Result- and Goal-Based Team Ability Parameters
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Altmetric BadgeChapter 3 Distinguishing Between Roles of Football Players in Play-by-Play Match Event Data
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Altmetric BadgeChapter 4 Player Valuation in European Football
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Altmetric BadgeChapter 5 Ranking the Teams in European Football Leagues with Agony
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Altmetric BadgeChapter 6 Interpreting Deep Sports Analytics: Valuing Actions and Players in the NHL
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Altmetric BadgeChapter 7 Player Pairs Valuation in Ice Hockey
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Altmetric BadgeChapter 8 Model Trees for Identifying Exceptional Players in the NHL and NBA Drafts
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Altmetric BadgeChapter 9 Evaluating NFL Plays: Expected Points Adjusted for Schedule
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Altmetric BadgeChapter 10 Real-Time Power Performance Prediction in Tour de France
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Altmetric BadgeChapter 11 Automatic Classification of Strike Techniques Using Limb Trajectory Data
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Altmetric BadgeChapter 12 Predicting Pass Receiver in Football Using Distance Based Features
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Altmetric BadgeChapter 13 Football Pass Prediction Using Player Locations
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Altmetric BadgeChapter 14 Deep Learning from Spatial Relations for Soccer Pass Prediction
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Altmetric BadgeChapter 15 Predicting the Receivers of Football Passes