Lipscomb Bisons
2022 Team Stats (31 games)
Model Outputs
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 | 796 (#269) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ | 875 (#270) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More โ | 958 (#238) | HCA +78 elo |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More โ | -7.0 (#272) | HCA +2.2 |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More โ | -5.9 (#255) | HCA +2.1 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ | 0.311 (#270) | - |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More โ | 0.245 (#271) | AdjNet -9.8 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More โ | 0.244 (#268) | AdjNet -9.8 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More โ | 0.355 (#273) | AdjO 69.5 | AdjD 76.1 |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More โ | 0.422 (#260) | AdjO 68.5 | AdjD 71.9 |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More โ | 0.329 (#269) | 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. More โ | 0.342 (#263) | Blend of Elo, BT, Margin, PythLog, PtsOD |
| Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. More โ | 857 (#275) | RD 153 | GP 30 |
2022 Schedule & Results
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 GP | PM/G | PM/40 | FG% | 3P% | FT% | RAPM | TS% | eFG% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
A. Asadullah
|
- | 25 | 28.6 | 15.2 | 9.0 | 4.6 | 0.8 | 1.0 | 3.0 | 12.3 | 15.3 | 18 | 24 | 0.8 | 1.1 | 50.8 | 30.8 | 63.5 | 1.03 | 55.3 | 52.1 |
Jacob Ognacevic
|
- | 32 | 19.0 | 11.2 | 4.0 | 0.3 | 0.2 | 0.4 | 1.0 | 6.1 | 9.0 | -175 | 29 | -6.0 | -13.7 | 55.7 | 44.8 | 76.0 | -2.88 | 74.4 | 62.4 |
Will Pruitt
|
- | 33 | 30.3 | 9.8 | 5.3 | 2.6 | 0.8 | 0.2 | 1.9 | 6.5 | 10.2 | -112 | 30 | -3.7 | -4.9 | 44.4 | 36.9 | 79.8 | -2.44 | 63.1 | 53.9 |
G. Jones
|
G | 30 | 29.5 | 9.3 | 3.1 | 1.2 | 0.8 | 0.2 | 0.8 | 7.9 | 5.8 | -68 | 29 | -2.3 | -3.2 | 36.4 | 32.6 | 85.5 | 1.33 | 53.6 | 49.2 |
P. Hazen
|
F | 31 | 27.1 | 8.7 | 5.4 | 1.4 | 0.5 | 0.4 | 2.0 | 5.5 | 9.0 | -111 | 30 | -3.7 | -5.5 | 56.8 | 36.8 | 63.1 | -1.27 | 63.2 | 60.9 |
Trae Benham
|
- | 23 | 16.4 | 8.5 | 3.2 | 0.3 | 0.7 | 0.2 | 0.4 | 6.6 | 5.9 | 39 | 22 | 1.8 | 4.2 | 47.7 | 41.3 | 65.0 | 1.51 | 61.0 | 60.3 |
KJ Johnson
|
- | 31 | 21.1 | 6.6 | 1.6 | 2.9 | 0.1 | 0.1 | 1.8 | 5.8 | 3.8 | -32 | 30 | -1.1 | -2.1 | 41.3 | 25.0 | 69.8 | 1.65 | 49.6 | 45.0 |
T. Murr
|
- | 32 | 15.9 | 6.2 | 1.8 | 1.3 | 0.4 | 0.0 | 1.0 | 4.0 | 4.8 | -123 | 29 | -4.2 | -11.0 | 44.2 | 38.0 | 83.3 | -2.52 | 64.8 | 54.7 |
Grant Asman
|
- | 7 | 13.0 | 4.7 | 2.6 | 1.4 | 1.0 | 1.1 | 2.0 | 3.7 | 5.1 | -49 | 6 | -8.2 | -26.0 | 34.6 | 13.3 | 66.7 | -2.19 | 57.6 | 38.5 |
K. Coleman
|
F | 20 | 8.1 | 3.0 | 1.2 | 0.4 | 0.1 | 0.2 | 0.5 | 2.1 | 2.3 | -50 | 19 | -2.6 | -15.3 | 44.2 | 36.4 | 75.0 | -1.66 | 63.4 | 58.1 |
Q. Clark
|
- | 31 | 10.5 | 2.1 | 1.0 | 0.9 | 0.3 | 0.2 | 1.0 | 2.1 | 1.5 | -122 | 28 | -4.4 | -18.3 | 32.8 | 17.6 | 63.2 | -5.81 | 44.2 | 35.2 |
T. Shulman
|
G | 27 | 9.9 | 1.4 | 0.9 | 0.5 | 0.1 | 0.1 | 0.2 | 1.7 | 1.1 | -60 | 26 | -2.3 | -10.2 | 31.1 | 30.6 | 0 | -2.61 | 43.3 | 43.3 |
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
2021-2022 Shot Zones
183 located field-goal attempts in 3 games (ESPN). Each zone is coloured by the player with the largest share of the team's made-shot points there (left) and of its misses there (right).
Trae BenhamA. AsadullahG. JonesJacob OgnacevicK. ColemanKJ JohnsonQ. ClarkT. MurrGrant Asman
| Zone | FGM-FGA | FG% | Pts | Top scorer | Runner-up | Most misses | Runner-up |
|---|---|---|---|---|---|---|---|
| Restricted area | 58-146 | 39.7 | 116 | A. Asadullah 14% (16 pts) | Jacob Ognacevic 14% (16 pts) | G. Jones 19% (17 misses) | Jacob Ognacevic 16% (14 misses) |
| Paint (non-RA) | 2-7 | 28.6 | 4 | G. Jones 50% (2 pts) | KJ Johnson 50% (2 pts) | Q. Clark 40% (2 misses) | G. Jones 20% (1 misses) |
| Mid-range left | 4-4 | 100.0 | 8 | K. Coleman 50% (4 pts) | KJ Johnson 25% (2 pts) | - | - |
| Mid-range center | 2-2 | 100.0 | 4 | Trae Benham 50% (2 pts) | Will Pruitt 50% (2 pts) | - | - |
| Mid-range right | 3-3 | 100.0 | 6 | KJ Johnson 33% (2 pts) | Trae Benham 33% (2 pts) | - | - |
| Left corner 3 | 0-2 | 0.0 | 0 | - | - | Grant Asman 100% (2 misses) | - |
| Right corner 3 | 0-1 | 0.0 | 0 | - | - | Trae Benham 100% (1 misses) | - |
| Above-break 3 left | 0-7 | 0.0 | 0 | - | - | T. Murr 29% (2 misses) | Will Pruitt 29% (2 misses) |
| Above-break 3 center | 0-4 | 0.0 | 0 | - | - | Jacob Ognacevic 50% (2 misses) | G. Jones 25% (1 misses) |
| Above-break 3 right | 0-7 | 0.0 | 0 | - | - | G. Jones 29% (2 misses) | K. Coleman 14% (1 misses) |