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Columbia Lions

Also known as: Columbia Lions
Program History

Model Outputs

1999-2000
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†’ 822 (#243) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ†’ 891 (#226) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +114 elo More โ†’ 984 (#174) HCA +114 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +3.7 More โ†’ -9.5 (#262) HCA +3.7
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +3.6 More โ†’ -11.5 (#281) HCA +3.6
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ†’ 0.337 (#228) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -14.9 More โ†’ 0.152 (#273) AdjNet -14.9
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -15.2 More โ†’ 0.148 (#273) AdjNet -15.2
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 55.6 | AdjD 64.3 More โ†’ 0.312 (#264) AdjO 55.6 | AdjD 64.3
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 59.1 | AdjD 65.2 More โ†’ 0.366 (#261) AdjO 59.1 | AdjD 65.2
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†’ 0.287 (#254) 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†’ 0.296 (#255) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 151 | GP 26 More โ†’ 879 (#232) RD 151 | GP 26

2000 Schedule & Results

Date Vs/At Opponent Result Score
1999-11-20 vs Lafayette L 52 - 59
1999-11-23 @ Duke L 52 - 99
1999-11-29 @ Quinnipiac L 38 - 49
1999-12-03 N Monmouth W 61 - 45
1999-12-04 N Western Carolina L 81 - 83
1999-12-08 @ Stony Brook L 50 - 63
1999-12-11 vs Lehigh W 67 - 65
1999-12-13 @ Seton Hall L 58 - 60
1999-12-29 N Davidson L 47 - 50
1999-12-30 N New Hampshire W 72 - 57
2000-01-05 vs Wagner W 62 - 56
2000-01-09 @ Army W 46 - 45
2000-01-14 vs Cornell W 75 - 58
2000-01-22 @ Cornell W 69 - 66
2000-01-28 vs Pennsylvania L 37 - 63
2000-01-29 vs Princeton L 46 - 53
2000-02-04 @ Dartmouth L 46 - 52
2000-02-05 @ Harvard W 71 - 65
2000-02-11 vs Brown W 68 - 59
2000-02-12 vs Yale L 59 - 65
2000-02-18 @ Princeton L 52 - 81
2000-02-19 @ Pennsylvania L 58 - 81
2000-02-25 @ Yale W 72 - 67
2000-02-26 @ Brown W 53 - 48
2000-03-03 vs Harvard L 59 - 61
2000-03-04 vs Dartmouth W 70 - 63

2000 Roster

No roster data available for this season.