Pace, Possessions and Efficiency Models

Pace, Possessions and Efficiency Models

Why totals need opportunities and production rates

For many sports, scoring can be decomposed into the number of opportunities and the output per opportunity. In basketball, a basic teaching model is expected_points = projected_possessions × projected_points_per_possession. In football, analogous models often use drives and points per drive; possession definitions vary by sport. Pace is not a free-standing reason to bet an over: higher pace can coincide with poorer efficiency or be fully priced by the market.

Worked basketball example

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