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Read-only snapshot: model data as of 2026-07-16; paper desk record through 2026-10-22. No live data; paper units only.
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Browse › With-or-without-you: the average swing is basically zero
Descriptive only - a measured pattern, not a forecast.
Analytics module · Observation window 2025-26 regular season (through 2026-04-12)

With-or-without-you: the average swing is basically zero

team win rate with player ACTIVE vs MISSED, inside the player's own tenure window; Wald 95% CI on the win-rate difference. RAPM-free proxy.

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confirmednull (a finding)not testabledescriptivepending
Ctx Lineup Proxy
Ctx Lineup Proxy chart
scripts/platformkit/analytics_showcase/out/ctx_lineup_proxy.jsonObservation window 2025-26 regular season (through 2026-04-12)n not published

How to read this figure

delta_win_rate is win-rate-active minus win-rate-missed; each entry carries a Wald 95% CI offset that is wide for players with few missed games.

What it means

This is a RAPM-free proxy for player impact: compare a team's win rate in the games a player played versus sat, inside his own tenure window. The average delta sitting near zero is the honest takeaway -- most 'the team is lost without him' stories don't survive when you actually split the games. The eye-popping individual numbers ride on a handful of missed games and everything a raw with/without ignores: which other stars were also out, whether the sit-games were blowout rests, who replaced him.

Caveats and confounds

WITH/WITHOUT = ROSTER CONFOUND: why a player missed games is entangled with injury clustering, rest scheduling, blowout pulls, and a different replacement lineup, none controlled for. Descriptive only, not a predictive finding.