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Akron

Also known as: Akron Zips
Program History

2018 Team Stats (4 games)

70.0
PPG
75.8
Opp
-5.8
Margin
46.8%
FG%
38.3%
3P%
63.0%
FT%
31.0
RPG
15.3
APG
14.3
TO
-
Est. poss./game
68.4
Adj PPG
74.2
Adj Opp PPG
#254
Scoring Rank

Model Outputs

2017-2018
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†’ 885 (#235) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ†’ 946 (#215) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +95 elo More โ†’ 964 (#224) HCA +95 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.9 More โ†’ -6.1 (#250) HCA +2.9
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.8 More โ†’ -5.4 (#249) HCA +2.8
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ†’ 0.318 (#263) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet -7.9 More โ†’ 0.288 (#241) AdjNet -7.9
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet -7.9 More โ†’ 0.286 (#240) AdjNet -7.9
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 68.4 | AdjD 74.2 More โ†’ 0.371 (#254) AdjO 68.4 | AdjD 74.2
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 69.1 | AdjD 73.3 More โ†’ 0.405 (#262) AdjO 69.1 | AdjD 73.3
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†’ 0.368 (#235) 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†’ 0.374 (#234) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 128 | GP 31 More โ†’ 941 (#212) RD 128 | GP 31

2018 Schedule & Results

Date Vs/At Opponent Result Score
2017-11-11 vs Cleveland State Vikings W 67 - 57
2017-11-18 vs UT Martin Skyhawks W 76 - 59
2017-11-25 @ Dayton Flyers L 60 - 73
2017-11-28 vs Chattanooga Mocs W 75 - 70
2017-12-02 @ Marshall Thundering Herd L 64 - 86
2017-12-06 vs Purdue Fort Wayne Mastodons W 83 - 79
2017-12-09 vs App State Mountaineers W 94 - 89
2017-12-16 vs Mississippi Valley State Delta Devils W 81 - 63
2017-12-22 @ USC Trojans L 53 - 84
2017-12-23 vs Princeton Tigers L 62 - 64
2017-12-25 @ Davidson Wildcats L 78 - 91
2017-12-29 vs Concord Mountain Lions W 86 - 49
2018-01-02 @ Western Michigan Broncos L 75 - 87
2018-01-05 @ Toledo Rockets L 65 - 67
2018-01-09 vs Buffalo Bulls L 65 - 87
2018-01-13 vs Bowling Green Falcons W 80 - 78
2018-01-16 @ Eastern Michigan Eagles L 49 - 63
2018-01-20 vs Northern Illinois Huskies W 82 - 67
2018-01-23 vs Ohio Bobcats W 71 - 68
2018-01-27 @ Ball State Cardinals L 106 - 111
2018-01-30 @ Miami (OH) RedHawks L 64 - 79
2018-02-03 vs Toledo Rockets L 56 - 77
2018-02-06 @ Ohio Bobcats L 75 - 99
2018-02-10 vs Central Michigan Chippewas W 69 - 63
2018-02-13 vs Ball State Cardinals L 77 - 90
2018-02-17 @ Kent State Golden Flashes L 68 - 78
2018-02-20 @ Bowling Green Falcons W 81 - 79
2018-02-24 vs Miami (OH) RedHawks L 62 - 64
2018-02-27 @ Buffalo Bulls L 68 - 80
2018-03-02 vs Kent State Golden Flashes W 67 - 65
2018-03-05 @ Western Michigan Broncos W 79 - 78
2018-03-08 @ Eastern Michigan Eagles L 58 - 67

2018 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%
Daniel Utomi Daniel Utomi G 30 34.3 16.7 5.5 1.9 1.0 0.3 2.1 2.5 20.7 -55 31 -1.8 -2.2 50.0 51.2 66.7 1.47 306.4 64.2
Malcolm Duvivier Malcolm Duvivier G 4 35.8 15.0 3.2 3.2 1.2 0.0 4.5 12.8 5.5 -58 31 -1.9 -2.5 43.1 35.1 42.9 0.15 55.5 55.9
Jimond Ivey Jimond Ivey G 30 33.1 13.6 5.8 3.5 1.1 0.4 2.3 1.8 20.3 -110 31 -3.5 -4.6 41.8 36.4 72.7 -1.29 340.1 52.7
Eric Parrish Eric Parrish G 30 27.3 8.8 4.8 1.4 1.3 0.2 1.5 1.4 13.7 -59 31 -1.9 -3.1 56.1 25.0 41.7 -0.55 284.1 59.8
Virshon Cotton Virshon Cotton - 4 16.2 6.5 1.5 3.0 0.5 0.0 1.8 4.8 5.0 -79 28 -2.8 -6.1 36.8 35.7 87.5 -1.76 57.7 50.0
Emmanuel Olojakpoke Emmanuel Olojakpoke F 15 19.7 6.3 4.1 0.4 0.5 1.7 0.7 1.9 10.3 41 15 2.7 6.0 64.3 0.0 47.1 -1.18 132.5 64.3
Jaden Sayles Jaden Sayles F 16 14.6 5.1 1.7 0.2 0.1 0.3 0.8 0.3 6.4 -26 15 -1.7 -5.2 60.0 0 54.5 -1.17 416.7 60.0
Torrey Patton Torrey Patton G 4 16.8 3.8 4.0 0.8 0.5 0.2 0.5 2.8 6.0 -50 31 -1.6 -4.5 63.6 0.0 33.3 -1.65 60.9 63.6
Mark Kostelac Mark Kostelac C 28 12.0 2.1 1.8 0.3 0.3 0.4 1.0 0.4 3.5 -100 29 -3.4 -12.2 30.0 0 100.0 -4.74 275.7 30.0
Lucas Smith Lucas Smith G 22 11.3 1.2 2.5 0.4 0.2 0.0 0.5 0.1 3.7 -47 24 -2.0 -7.7 0.0 0.0 0 -2.63 650.0 0.0
Craig Eubanks Craig Eubanks G 6 5.5 0.5 1.2 0.3 0.0 0.2 0.3 0.0 1.8 -4 6 -0.7 -6.0 0 0 0 -3.01 0 0
Sina Gbadebo Sina Gbadebo G 16 4.8 0.4 0.4 0.4 0.0 0.0 0.3 0.0 0.9 -9 15 -0.6 -5.9 0 0 0 -1.55 0 0
Marquelle McIntyre Marquelle McIntyre G 7 1.0 0.3 0.3 0.0 0.0 0.0 0.1 0.0 0.4 1 6 0.2 8.6 0 0 0 -0.9 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