Opening possession
Historical jumpers and the team that gains possession inform a shrunk opening-possession estimate. Expected jumpers are inferred from the starting five’s historical jump participation; they are not confirmed assignments.
Opening shot roles, jump matchups and scoring paths. First-team-scorer research is separate from game-first-scorer estimates.
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Confirm the sportsbook’s exact market and starter rules. These are uncalibrated research estimates, not recommended bets. Provisional lineups and small current-team samples remain visible.
The historical holdout assumes the starting five is known. The forward record uses actual archived pregame forecasts. Historical results are never backfilled as published picks.
Historical jumpers and the team that gains possession inform a shrunk opening-possession estimate. Expected jumpers are inferred from the starting five’s historical jump participation; they are not confirmed assignments.
Player, position and current-team starting samples inform opening shot shares. A leading full-game scorer is not automatically the preferred first scorer. New-team and rookie samples borrow prior evidence and remain limited.
The simulation continues through turnovers, two- and three-point attempts, free-throw trips, misses, offensive rebounds and reset/putback opportunities. Each market stops on its own qualifying score.
Game probabilities sum to 100% across both starting fives and an other/unlisted allowance. Team probabilities sum to 100% separately for each team. Display rounding can differ slightly.
Historical evidence comes from public NBA final box scores and play-by-play, with an ESPN final-game fallback mapped to official NBA identities. The history covers the 2024–25 and 2025–26 regular seasons plus completed 2026–27 games.
Only games from earlier Eastern dates enter training. Six-hour injury and lineup gates apply. Confirmed starters, sufficient current-team history and a baseline comparison are required before a forecast can qualify for forward-test tracking. All other forecasts remain provisional diagnostics.
Unusual substitutions, rare pre-tip technical free throws, opening play calls and defender-specific schemes are not explicitly modeled. First points, first field goal and first team scorer are different markets. No live sportsbook feed or profit claim is included.
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