Sports analytics
Baseball
- arm sleeve
- correlation between wearing and arm action??
- tracking arm movement
- correlation between motion and injury / success
- correlation between rate / force / fatigue and starting to get injury
- predicting game length based on time between pitches
- use to push for shorter games
- financial benefits
- same as football below - optimize situations
- stats that optimize probability of success in a situation
Basketball
- what is correlated with contribution of a player?
- success rate?
- overall total points?
- how many risky shots should a player take?
- shot quantity negatively correlated with available time
- success based on shot distance / shot location
- heart rate / health data correlated endurance
- optimize training
- time to push harder, time to scale back
- statistics for particular positions
- correlate particular stats with benefit to team
- particular stats related to precise situational benefit
Tennis
- stats correlated with winning
- probability of winning based on particular situation
- less complicated than team sports?
Soccer
- correlation between location and wins
- wins correlated with fan turnout
Hockey
- home advantage - correlation between location and win probability
- similar to above for shot data, win data
- birth data correlated “success”