Minutes decide most NBA props before skill does. NBA player props are built from playing time first, then role, then rates. The lesson has you project rotation minutes that add up to 240 for the team, with blowout and close-game versions, since fouls and garbage time bend them. Then it converts to points, rebounds, assists and threes. A player taking 7.2 threes at 36% averages 2.592 makes, yet a fixed-attempt model misleads when attempts vary, so you simulate attempts instead. And again, a mean is not the odds of going over a line. It also explains why one injury can lift a teammate's minutes while spreading touches across several others.
Learning objectives
- Define the sport-specific opportunity process and settlement conditions.
- Reproduce the worked numerical example and distinguish mean from tail probability.
- Construct a scenario-based research workflow and identify failure modes.
