Quantifying Football Performance Match Outcome Probabilities
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- What is the difference between decimal, fractional, and American odds? How do bookmakers make a profit?
- How are over/under odds determined? What is a correct score bet and what are the odds typically like?
- What are the ethical guidelines for publishing or sharing football data and analysis? How can you promote responsible data practices within the football analytics community? How has football analytics evolved over time?
- How can you avoid emotional betting?
- Impact of Substitutions (Data-Driven)
- How can you identify tactical trends in team performance using data? How can you assess a team's attacking and defensive consistency?
- Data Analysis of Player Interactions
- How can you avoid misinterpreting or misrepresenting football statistics?
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- How does xG differ across different leagues and competitions?
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