Columbia
Model Outputs
2003-2004
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 → | 1415 (#122) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → | 1199 (#251) | - |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More → | +20.0 (#284) | HCA +3.3 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More → | 0.298 (#86) | - |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More → | 0.031 (#112) | AdjNet -29.6 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More → | 0.030 (#112) | AdjNet -29.9 |
2004 Schedule & Results
| Date | Vs/At | Opponent | Result | Score |
|---|---|---|---|---|
| 2003-11-21 | @ | - | W | 60 - 57 |
| 2003-11-24 | @ | - | L | 57 - 72 |
| 2003-12-06 | vs | Hofstra | L | 55 - 58 |
| 2003-12-08 | vs | Lehigh | L | 57 - 60 |
| 2003-12-27 | @ | - | W | 85 - 66 |
| 2003-12-28 | vs | Prairie View | W | 72 - 69 |
| 2004-01-03 | vs | Lafayette | L | 73 - 82 |
| 2004-01-11 | vs | Fairleigh Dickinson-Florham | W | 77 - 45 |
| 2004-01-24 | vs | Cornell | W | 66 - 53 |
| 2004-02-07 | @ | - | W | 90 - 81 |
| 2004-02-13 | vs | Pennsylvania | L | 76 - 91 |
| 2004-02-14 | vs | Princeton | W | 78 - 71 |
| 2004-02-20 | vs | Harvard | L | 57 - 66 |
| 2004-02-21 | vs | Dartmouth | L | 58 - 73 |
| 2004-03-05 | vs | Columbia | W | 81 - 74 |
| 2004-03-06 | vs | Yale | L | 79 - 88 |
2004 Roster
Minutes by Position
Not enough player minute data to plot.
| Player | Pos | GP | MIN | PTS | REB | AST | STL | BLK | TO | FGA | Numbers | PM | PM/G | PM/40 | FG% | 3P% | FT% | RAPM | TS% | eFG% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Matt Preston | F | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Dragutin Kravic | F | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Dalen Cuff | G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Jeremiah Boswell | G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Tito Hill | G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Matt Land | C | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Dodson Worthington | F | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Maurice Murphy | G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Colin Davis | F | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Allan MacQuarrie | G | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Gerard Barrett | C | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Chris Owens | F | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| John-Michael Grzan | C | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Porter Leslie | - | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Ivan Marnika | F | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
| Drew Baron | C | 0 | - | 0.0 | 0.0 | 0.0 | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
Numbers/Game vs RAPM
Not enough players with both Numbers/Game and RAPM to plot.
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