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Columbia

Season: 2026 2025 2024 2023 2022 2020 2019 2018 2017 2016
Also known as: Columbia
Program History
Coach: Jim Engles

2022 Team Stats (4 games)

65.3
PPG
78.8
Opp
-11.4
Margin
39.4%
FG%
39.8%
3P%
70.2%
FT%
37.0
RPG
11.8
APG
16.8
TO
82.0
Pace

Model Outputs

2021-2022
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 → 1247 (#102) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 1064 (#268) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +115 elo More → 816 (#646) HCA +115 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.7 More → +16.3 (#296) HCA +2.7
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.4 More → -4.8 (#412) HCA +2.4
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → 0.077 (#116) -
Efficiency Efficiency Tempo-adjusted efficiency version of Pythagorean ratings. NetEff -13.7 More → 0.162 (#236) NetEff -13.7
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -33.8 More → 0.019 (#118) AdjNet -33.8
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -34.0 More → 0.019 (#118) AdjNet -34.0
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 65.1 | AdjD 75.9 More → 0.274 (#644) AdjO 65.1 | AdjD 75.9
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 → 0.292 (#472) 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 → 0.267 (#523) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 168 | GP 24 More → 638 (#651) RD 168 | GP 24

2022 Schedule & Results

Date Vs/At Opponent Result Score
2021-11-09 @ Fordham Rams L 67 - 77
2021-11-12 vs Marist Red Foxes L 67 - 82
2021-11-17 vs Binghamton Bearcats W 85 - 77
2021-11-20 vs Mount St. Vincent Dolphins W 87 - 62
2021-11-23 @ Lehigh Mountain Hawks L 72 - 79
2021-11-26 @ Boston College Eagles L 60 - 73
2021-11-29 vs Lafayette Leopards L 50 - 73
2021-12-01 @ UMBC Retrievers L 60 - 98
2021-12-04 vs Maine Black Bears W 77 - 66
2021-12-11 @ Albany Great Danes L 59 - 60
2021-12-13 vs Sacred Heart Pioneers L 69 - 79
2022-01-07 @ Princeton Tigers L 69 - 84
2022-01-15 vs Harvard Crimson L 82 - 91
2022-01-22 vs Brown Bears L 74 - 93
2022-01-25 @ Yale Bulldogs L 72 - 83
2022-01-29 vs Dartmouth Big Green L 63 - 76
2022-02-04 vs Pennsylvania Quakers L 66 - 81
2022-02-05 vs Princeton Tigers L 63 - 85
2022-02-09 @ Cornell Big Red L 75 - 88
2022-02-12 vs Yale Bulldogs L 59 - 84
2022-02-18 @ Harvard Crimson L 54 - 62
2022-02-19 @ Dartmouth Big Green L 50 - 79
2022-02-26 @ Brown Bears L 74 - 81
2022-03-05 vs Cornell Big Red L 64 - 78

2022 Roster

Minutes by Position

The surface stays filled across the five on-court roles. Use the labels or legend to isolate how each player absorbs guard-to-big minutes.

Player Pos GP MIN PTS REB AST STL BLK TO FGA Numbers PM PM/G PM/40 FG% 3P% FT% RAPM TS% eFG%
I. Nweke I. Nweke - 5 29.8 14.4 6.0 0.8 0.0 0.4 2.8 4.4 14.4 -104 -10.4 -13.8 45.5 0.0 20.0 -0.47 148.8 45.5
K. Catchings K. Catchings - 1 24.0 14.0 2.0 1.0 2.0 0.0 1.0 0.0 18.0 67 2.8 5.0 0 0 0 0.64 0 0
G. Rubio De La Rosa G. Rubio De La Rosa - 24 33.3 12.4 3.8 3.2 1.2 0.2 2.6 3.5 14.8 -248 -9.9 -12.3 40.5 38.5 91.7 0.05 166.9 49.4
L. Murphy L. Murphy F 10 34.8 11.5 6.0 1.5 1.1 0.4 1.8 4.4 14.3 -168 -8.4 -10.7 34.1 36.7 70.0 -0.33 118.8 46.6
M. Klanjscek M. Klanjscek - 1 28.0 11.0 1.0 1.0 1.0 0.0 2.0 8.0 4.0 - - - 50.0 25.0 66.7 -0.88 59.0 56.2
J. Odunowo J. Odunowo - 11 22.7 9.0 5.1 0.7 0.8 1.2 1.2 1.5 14.1 -39 -3.2 -5.8 70.6 0 66.7 0.1 222.2 70.6
E. Turner III E. Turner III - 4 24.0 9.0 0.8 4.2 1.8 0.2 2.0 3.8 10.2 -91 -4.0 -13.0 40.0 20.0 0.0 0.47 113.4 43.3
S. Ihekwoaba S. Ihekwoaba G 1 10.0 9.0 2.0 0.0 0.0 0.0 2.0 3.0 6.0 -40 -1.5 -4.1 100.0 0 100.0 -0.15 104.2 100.0
Cameron Shockley-Okeke Cameron Shockley-Okeke F 14 20.8 8.1 3.0 1.1 0.7 0.1 1.2 2.1 9.7 -179 -7.5 -16.6 36.7 33.3 75.0 -0.79 179.5 45.0
Z. McLean Z. McLean G 21 22.5 7.0 2.5 1.1 0.9 0.1 1.2 1.5 8.9 -162 -7.0 -12.5 41.9 30.0 88.9 -0.65 210.2 46.8
J. Jones J. Jones F 2 21.5 5.5 2.0 2.0 1.0 0.5 1.5 0.0 9.5 80 2.4 3.6 0 0 0 0.3 0 0
N. Robledo N. Robledo - 16 14.3 5.4 1.7 0.4 0.4 0.2 0.8 0.6 6.8 -39 -2.3 -6.4 22.2 28.6 100.0 -0.03 343.5 33.3
P. Harding P. Harding G 11 21.0 5.2 9.3 2.1 0.3 0.1 2.0 2.1 12.8 -194 -7.8 -14.4 39.1 0 57.1 -1.16 109.3 39.1
J. Cooper J. Cooper - 22 13.1 4.4 1.3 0.9 0.5 0.1 1.2 0.8 5.2 -96 -4.2 -12.9 41.2 66.7 50.0 -0.17 255.9 52.9
J. Lanford J. Lanford F 1 5.0 4.0 0.0 0.0 0.0 0.0 0.0 0.0 4.0 - - - 0 0 0 - 0 0
R. Stankard R. Stankard - 20 15.1 3.1 2.6 0.5 0.4 0.1 1.4 0.6 4.7 -67 -3.0 -8.4 33.3 25.0 25.0 -0.32 225.3 41.7
J. Watts J. Watts G 1 2.0 3.0 0.0 0.0 0.0 0.0 0.0 0.0 3.0 9 1.0 8.1 0 0 0 0.15 0 0
M. Ellis M. Ellis G 6 13.5 2.5 1.3 0.3 0.5 0.0 0.7 1.7 2.3 -65 -5.9 -21.2 50.0 33.3 50.0 -0.74 68.9 55.0
J. Tavroff J. Tavroff - 18 7.6 2.1 1.1 0.2 0.1 0.2 0.8 0.6 2.2 -58 -3.1 -15.9 63.6 0 50.0 -0.56 145.0 63.6
E. Onuama E. Onuama F 5 3.8 1.6 0.4 0.0 0.2 0.0 0.6 0.4 1.2 - - - 50.0 0 0 -0.13 200.0 50.0
A. Shannon A. Shannon F 2 2.5 1.5 1.0 0.0 0.0 0.0 0.5 0.5 1.5 - - - 100.0 100.0 0 - 150.0 150.0
L. Bolster L. Bolster G 9 10.8 1.1 0.6 0.9 0.2 0.0 0.9 0.8 1.1 -15 -0.8 -2.5 28.6 50.0 66.7 0.2 60.1 42.9
C. Bagin C. Bagin G 1 1.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 - - - 0 0 0 - 0 0
B. Milstein B. Milstein G 4 2.0 0.0 0.0 0.2 0.2 0.0 0.2 0.0 0.2 - - - 0 0 0 - 0 0
M. Samberg M. Samberg G 2 8.0 0.0 0.0 1.0 0.0 0.0 0.5 0.0 0.5 38 1.5 7.2 0 0 0 0.16 0 0
T. Brown T. Brown - 1 1.0 0.0 1.0 0.0 0.0 0.0 0.0 0.0 1.0 -60 -2.4 -4.3 0 0 0 1.48 0 0

Numbers/Game vs RAPM

X-axis = Numbers/Game (PTS+REB+AST+STL+BLK-TO-FGA), Y-axis = RAPM.

Advanced: Numbers = PTS+REB+AST+STL+BLK-TO-FGA, PM = total +/-, PM/G = per game, PM/40 = per 40 minutes, RAPM = Regularized Adj Plus-Minus, TS% = True Shooting, eFG% = Effective FG