Updated: Tuesday, Feb 03 11:04:22 PM EST
Rutgers Scarlet Knights vs UCLA Bruins (7:50 - 2nd)
58 - 80, (Margin: -22, Total: 138)
Pauley Pavilion
Second-Half conditional estimates based on a margin of -12.0 points and 92.0 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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91.2 102.4 -11.2 (-21.3, -1.2) 193.6 (181.4, 205.8) 0.0 0.0 -11.2 193.6 17.3% 82.7% -477
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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] - - - - - - -22.4 -22.4
P[W] - - - - - - 99.9% 100.0%
ODDS - - - - - - -99999 -
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Ornstein-Uhlenbeck Process with BIC Model Selection**
TYPE L95% E[X] U95%
E[F|1H] -36.9 -11.4 14.2
E[F|NOW] -39.8 -21.8 -3.9
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: Tuesday, Feb 03 11:04:22 PM EST
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