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NJIT

Also known as: NJIT Highlanders
Program History

Model Outputs

2009-2010
Catalog

Output is shown as model rating with league rank in parentheses when available.

Model Output Notes
Elo Elo Streaming paired-comparison rating with recency baked into sequential updates. More โ†’ 630 (#334) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ†’ 700 (#331) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +96 elo More โ†’ 886 (#309) HCA +96 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +3.1 More โ†’ -17.5 (#341) HCA +3.1
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.9 More โ†’ -16.9 (#339) HCA +2.9
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ†’ 0.143 (#324) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -27.2 More โ†’ 0.041 (#340) AdjNet -27.2
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -27.5 More โ†’ 0.039 (#340) AdjNet -27.5
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 54.2 | AdjD 70.5 More โ†’ 0.185 (#340) AdjO 54.2 | AdjD 70.5
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 58.0 | AdjD 68.8 More โ†’ 0.273 (#332) AdjO 58.0 | AdjD 68.8
Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. Blend of Elo, BT, Margin, PythLog, PtsOD More โ†’ 0.137 (#337) Blend of Elo, BT, Margin, PythLog, PtsOD
Recency Ensemble Recency Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and recency points off/def. Blend of Elo, BT, Margin, PythLog, PtsOD More โ†’ 0.149 (#337) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 130 | GP 28 More โ†’ 702 (#328) RD 130 | GP 28

2010 Schedule & Results

2010 Roster

No roster data available for this season.