Start here · Essential guide
Probability in Sports: A Gaming Perspective
How probability models describe match outcomes, what ratings and simulations can and cannot tell us, and why upsets are a normal part of every sport.
Probability by Game
Sports and Esports
Win probabilities, upsets and the limits of prediction.
Finding the Edge: Probability in Esports
How analysts turn ratings into esports win probabilities, why those estimates carry wide uncertainty, and what a single percentage can and cannot tell you.
On the Edge: Probability in Sports Betting
How odds convert to implied probability, how the bookmaker margin is built in, and why betting is not a dependable income. Includes worked examples and risk warnings.
Probability in Esports: A Growing Field
A general look at how statistics and analytics are used in esports coaching and broadcasting, and where numbers help or mislead. No invented figures.
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