Sacramento Monarchs
2009 Team Stats (34 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 | 950 (#10) | - |
| Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ | 907 (#13) | - |
| Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. More โ | 958 (#10) | HCA +107 elo |
| Margin Margin Linear team-strength model fit on point differential instead of binary wins. More โ | -2.1 (#11) | HCA +3.8 |
| Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. More โ | -0.9 (#8) | HCA +3.5 |
| Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ | 0.414 (#11) | - |
| Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. More โ | 0.414 (#11) | AdjNet -3.0 |
| Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. More โ | 0.414 (#11) | AdjNet -3.0 |
| Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. More โ | 0.454 (#11) | AdjO 74.7 | AdjD 76.7 |
| Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. More โ | 0.481 (#8) | AdjO 77.0 | AdjD 77.8 |
| Core Ensemble Core Ensemble Equal-logit blend of Elo, recency BT, recency margin, log-adjusted pyth, and points off/def. More โ | 0.438 (#10) | 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 | 0.443 (#9) | 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 | 937 (#11) | RD 131 | GP 34 |
2009 Schedule & Results
2009 Roster
Minutes by Position
Each player's share of the team's minutes per game (season minutes over the roster's), placed by position, so every column is one game's minutes. 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% |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
N. Powell
|
F | 36 | 29.5 | 16.3 | 5.7 | 2.2 | 1.4 | 0.2 | 2.4 | 13.5 | 9.9 | - | - | - | - | 42.0 | 37.2 | 98.0 | - | 55.4 | 50.3 |
R. Brunson
|
F | 27 | 24.7 | 12.3 | 7.0 | 0.3 | 1.5 | 0.6 | 1.7 | 9.4 | 10.6 | - | - | - | - | 48.6 | 0.0 | 78.3 | - | 54.9 | 48.6 |
John Bryant
|
- | 36 | 19.8 | 8.8 | 2.6 | 1.1 | 0.9 | 0.2 | 1.6 | 7.4 | 4.6 | - | - | - | - | 48.7 | 0.0 | 71.4 | - | 52.3 | 48.7 |
K. Lawson
|
G | 25 | 24.1 | 8.8 | 2.1 | 2.5 | 0.6 | 0.0 | 1.4 | 8.0 | 4.7 | - | - | - | - | 38.0 | 33.6 | 93.9 | - | 51.3 | 47.2 |
D. Walker
|
F | 36 | 23.8 | 8.3 | 4.5 | 1.8 | 0.8 | 0.4 | 2.7 | 7.3 | 5.8 | - | - | - | - | 46.8 | 0.0 | 72.6 | - | 50.7 | 46.8 |
M. Warburton
|
NA | 2 | 12.0 | 7.5 | 1.5 | 0.5 | 0.5 | 0.5 | 1.0 | 6.0 | 3.5 | - | - | - | - | 50.0 | 50.0 | 50.0 | - | 58.2 | 58.3 |
Larry McSwain
|
- | 36 | 18.3 | 6.5 | 1.5 | 0.8 | 1.0 | 0.2 | 1.6 | 5.6 | 2.8 | - | - | - | - | 40.9 | 30.8 | 67.8 | - | 48.4 | 42.9 |
K. Haynie
|
NA | 9 | 17.4 | 5.2 | 1.7 | 2.0 | 1.4 | 0.1 | 1.7 | 5.3 | 3.4 | - | - | - | - | 33.3 | 33.3 | 83.3 | - | 44.1 | 38.5 |
M. Lijie
|
NA | 2 | 9.5 | 5.0 | 1.5 | 0.0 | 0.5 | 0.0 | 1.0 | 3.5 | 2.5 | - | - | - | - | 42.9 | 50.0 | 75.0 | - | 57.1 | 50.0 |
Andrew Ford
|
- | 35 | 13.5 | 4.9 | 4.1 | 0.7 | 0.4 | 0.3 | 0.7 | 4.1 | 5.6 | - | - | - | - | 51.0 | 0.0 | 70.3 | - | 54.0 | 51.0 |
T. Penicheiro
|
G | 32 | 23.6 | 4.8 | 2.7 | 4.9 | 1.0 | 0.1 | 2.1 | 4.5 | 7.0 | - | - | - | - | 32.2 | 20.0 | 81.9 | - | 43.8 | 32.9 |
L. Harper
|
F | 35 | 14.2 | 4.7 | 3.6 | 0.6 | 0.4 | 0.6 | 1.3 | 3.6 | 5.1 | - | - | - | - | 38.6 | 0 | 72.0 | - | 49.1 | 38.6 |
Tim Bograkos
|
- | 25 | 13.0 | 4.4 | 1.9 | 0.3 | 0.3 | 0.1 | 0.9 | 2.5 | 3.5 | - | - | - | - | 46.8 | 0.0 | 81.0 | - | 60.7 | 46.8 |
C. Newton
|
NA | 25 | 14.2 | 2.8 | 1.3 | 1.7 | 0.7 | 0.1 | 0.8 | 3.0 | 2.8 | - | - | - | - | 34.7 | 28.6 | 65.0 | - | 41.2 | 37.3 |
Jason Terry
|
- | 5 | 9.6 | 1.2 | 1.0 | 0.2 | 1.0 | 0.0 | 1.0 | 1.8 | 0.6 | - | - | - | - | 33.3 | 0.0 | 0 | - | 33.3 | 33.3 |
Joe Smith
|
- | 2 | 9.5 | 1.0 | 0.5 | 0.5 | 0.0 | 0.5 | 0.5 | 3.0 | -1.0 | - | - | - | - | 16.7 | 0.0 | 0 | - | 16.7 | 16.7 |
B. Farris
|
F | 1 | 8.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 | - | - | - | - | 0.0 | 0 | 0 | - | 0.0 | 0.0 |
Michael Redd
|
- | 1 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | -2.0 | - | - | - | - | 0.0 | 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
2009 Shot Zones
2304 located field-goal attempts in 36 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).
N. PowellJohn BryantR. BrunsonD. WalkerK. LawsonLarry McSwain
| Zone | FGM-FGA | FG% | Pts | Top scorer | Runner-up | Most misses | Runner-up |
|---|---|---|---|---|---|---|---|
| Restricted area | 490-877 | 55.9 | 980 | R. Brunson 18% (172 pts) | D. Walker 16% (154 pts) | D. Walker 16% (60 misses) | R. Brunson 16% (60 misses) |
| Paint (non-RA) | 152-431 | 35.3 | 304 | N. Powell 22% (66 pts) | D. Walker 19% (58 pts) | D. Walker 17% (47 misses) | N. Powell 12% (34 misses) |
| Mid-range left | 97-271 | 35.8 | 194 | John Bryant 29% (56 pts) | N. Powell 25% (48 pts) | John Bryant 24% (41 misses) | N. Powell 18% (31 misses) |
| Mid-range center | 39-109 | 35.8 | 78 | K. Lawson 21% (16 pts) | N. Powell 18% (14 pts) | D. Walker 19% (13 misses) | N. Powell 11% (8 misses) |
| Mid-range right | 74-214 | 34.6 | 148 | N. Powell 23% (34 pts) | John Bryant 22% (32 pts) | N. Powell 29% (41 misses) | John Bryant 19% (26 misses) |
| Left corner 3 | 5-15 | 33.3 | 15 | Larry McSwain 40% (6 pts) | N. Powell 40% (6 pts) | K. Lawson 30% (3 misses) | Larry McSwain 30% (3 misses) |
| Right corner 3 | 7-20 | 35.0 | 21 | N. Powell 57% (12 pts) | Larry McSwain 29% (6 pts) | N. Powell 62% (8 misses) | Larry McSwain 23% (3 misses) |
| Above-break 3 left | 45-146 | 30.8 | 135 | N. Powell 67% (90 pts) | K. Lawson 22% (30 pts) | N. Powell 55% (56 misses) | K. Lawson 27% (27 misses) |
| Above-break 3 center | 17-43 | 39.5 | 51 | N. Powell 53% (27 pts) | K. Lawson 29% (15 pts) | K. Lawson 50% (13 misses) | N. Powell 38% (10 misses) |
| Above-break 3 right | 65-178 | 36.5 | 195 | N. Powell 55% (108 pts) | K. Lawson 31% (60 pts) | N. Powell 52% (59 misses) | K. Lawson 23% (26 misses) |