Updated: Monday, Dec 15 01:21:43 AM EST
Eureka Red Devils vs SIU Edwardsville Cougars (Final)
54 - 97, (Margin: -43, Total: 151)
First Community Arena
Second-Half conditional estimates based on a margin of -23.0 points and 61.0 total points (models are continuously adjusted up to Halftime)
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E[AWAY] E[HOME] E[SP] 68% CI E[TOTAL] 68% CI 2H-A 2H-H 2H-SP 2H-TTL AWAY WIN% HOME WIN% (ODDS HOME)
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53.1 77.0 -23.9 (-34.0, -13.9) 130.0 (117.8, 142.2) 0.0 0.0 -23.9 130.0 2.8% 97.2% -3496
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Live conditional estimates per 5 Minutes (+/- 1 deviation) (models are continuously adjusted)
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TYPE 5M 10M 15M 20M 25M 30M 35M 40M
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E[SP] - - - - - - - -45.3
P[W] - - - - - - - 100.0%
ODDS - - - - - - - -
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Ornstein-Uhlenbeck Process with BIC Model Selection**
TYPE L95% E[X] U95%
E[F|1H] -44.5 -20.0 4.4
E[F|NOW] -48.8 -44.9 -41.0
Deep Learning: Quantile GRU v6.0 (Neural Network with Calibrated Uncertainty)
TYPE L95% L68% E[X] U68% U95%
E[F|1H] -27.6 -24.2 -23.0 -21.6 -19.3
E[F|NOW] -52.9 -46.5 -44.3 -41.5 -37.3
Enhanced Ornstein-Uhlenbeck Process (BIC-optimized AR order, continuous-time Kalman filtering)
MODEL NOTES:
** O-U Process validated on 61,166 games (MAE: 8.50 pts, well-calibrated 68%/95% confidence intervals)
** GRU v6.0 validated on Fall 2025 (MAE: 10.99 pts, 5.2% better than previous LSTM)
CHART LEGEND:
1) Blue line: O-U Improved model trained on first-half data, locked at halftime (68% and 95% CI shown)
2) Green line: O-U Improved model continuously retrained as new plays arrive (68% CI shown)
3) Both lines use the same statistical model; divergence shows how live events update predictions
4) Model automatically selects AR(1) or AR(2) using BIC for optimal fit to irregular scoring events
Updated: Monday, Dec 15 01:21:43 AM EST
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