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Akron

Also known as: Akron Zips
Program History

2019 Team Stats (7 games)

66.1
PPG
68.4
Opp
-2.3
Margin
40.8%
FG%
36.2%
3P%
73.0%
FT%
33.6
RPG
11.9
APG
14.0
TO
-
Est. poss./game
66.3
Adj PPG
61.2
Adj Opp PPG
#98
Scoring Rank

Model Outputs

2018-2019
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. Historical Elo fit predates the season cutoff fix and has no verified season-bounded input receipt. More โ†’ Data withheld: source-integrity hold Historical Elo fit predates the season cutoff fix and has no verified season-bounded input receipt.
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More โ†’ 1025 (#152) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +83 elo More โ†’ 979 (#196) HCA +83 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.8 More โ†’ +5.5 (#100) HCA +2.8
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.7 More โ†’ +3.2 (#118) HCA +2.7
Pythagorean Pythagorean Pythagorean win expectation from raw points scored and allowed. More โ†’ 0.658 (#79) -
Adjusted Efficiency Adjusted Efficiency Opponent-adjusted efficiency model with separate offensive and defensive components. AdjNet +7.1 More โ†’ 0.693 (#108) AdjNet +7.1
Log Adjusted Log Adjusted Log-scale adjusted efficiency model that downweights blowout leverage. AdjNet +7.1 More โ†’ 0.695 (#108) AdjNet +7.1
Points Off/Def Points Off/Def Raw points regression with separate offensive and defensive team parameters. AdjO 66.3 | AdjD 61.2 More โ†’ 0.615 (#98) AdjO 66.3 | AdjD 61.2
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 64.6 | AdjD 63.0 More โ†’ 0.535 (#135) AdjO 64.6 | AdjD 63.0
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†’ 0.592 (#125) 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†’ 0.576 (#131) Blend of Elo, BT, Margin, PythLog, PtsOD
Dynamic Bradley-Terry Dynamic Bradley-Terry Time-evolving paired-comparison model with latent team strength drift. RD 131 | GP 31 More โ†’ 1037 (#148) RD 131 | GP 31

2019 Schedule & Results

Date Vs/At Opponent Result Score
2018-11-06 vs Cedarville Yellow Jackets W 70 - 50
2018-11-10 vs Youngstown State Penguins W 98 - 69
2018-11-16 vs Chicago State Cougars W 87 - 46
2018-11-19 @ Clemson Tigers L 69 - 72
2018-11-20 @ Illinois State Redbirds L 68 - 73
2018-11-21 @ St. Bonaventure Bonnies W 61 - 49
2018-11-28 vs Alabama State Hornets W 86 - 54
2018-12-01 vs Detroit Mercy Titans W 71 - 59
2018-12-05 @ Purdue Fort Wayne Mastodons L 65 - 68
2018-12-15 vs Marshall Thundering Herd L 74 - 75
2018-12-18 vs Tennessee State Tigers W 82 - 60
2018-12-22 @ Nevada Wolf Pack L 62 - 68
2018-12-30 vs Carnegie Mellon Tartans W 82 - 55
2019-01-05 vs Western Michigan Broncos W 56 - 48
2019-01-08 @ Central Michigan Chippewas L 86 - 88
2019-01-12 @ Northern Illinois Huskies L 56 - 73
2019-01-15 vs Eastern Michigan Eagles W 51 - 49
2019-01-19 @ Miami (OH) RedHawks L 61 - 68
2019-01-22 vs Central Michigan Chippewas W 70 - 67
2019-01-26 vs Northern Illinois Huskies W 67 - 65
2019-02-02 @ Ohio Bobcats W 65 - 53
2019-02-05 @ Toledo Rockets L 52 - 63
2019-02-08 vs Kent State Golden Flashes W 72 - 53
2019-02-12 vs Buffalo Bulls L 70 - 76
2019-02-16 @ Ball State Cardinals L 56 - 57
2019-02-19 @ Bowling Green Falcons L 69 - 73
2019-02-23 vs Miami (OH) RedHawks W 70 - 58
2019-02-26 @ Buffalo Bulls L 64 - 77
2019-03-02 vs Ohio Bobcats L 49 - 73
2019-03-05 vs Bowling Green Falcons W 91 - 67
2019-03-08 @ Kent State Golden Flashes L 65 - 68
2019-03-11 vs Miami (OH) RedHawks W 80 - 51
2019-03-14 @ Buffalo Bulls L 46 - 82

2019 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 28 32.3 14.5 5.5 1.4 0.5 0.4 1.8 3.7 16.9 83 30 2.8 3.5 45.2 37.9 66.7 3.24 175.2 55.8
Loren Jackson Loren Jackson G 28 30.0 14.5 3.1 3.3 0.9 0.1 1.8 4.1 16.1 35 30 1.2 1.6 39.1 39.3 81.4 1.2 151.6 49.6
Jimond Ivey Jimond Ivey G 28 30.9 11.5 6.0 3.5 1.2 0.4 2.0 2.6 18.0 62 30 2.1 2.7 46.6 28.6 75.0 0.8 201.1 54.8
Tyler Cheese Tyler Cheese G 28 26.4 10.8 4.7 2.5 1.2 0.1 2.3 3.4 13.6 9 30 0.3 0.4 39.6 29.4 72.2 -1.31 145.3 44.8
Channel Banks Channel Banks G 27 20.6 6.5 2.5 0.8 1.0 0.1 0.9 1.6 8.4 34 29 1.2 2.3 47.7 44.4 80.0 -0.7 189.4 61.4
Deng Riak Deng Riak C 25 22.6 5.6 5.6 0.6 0.3 1.0 1.6 1.7 9.7 46 27 1.7 3.0 53.5 50.0 60.0 -0.96 147.7 57.0
Jeremy Roscoe Jeremy Roscoe G 26 11.5 3.4 2.2 0.5 0.3 0.1 0.5 0.6 5.4 6 29 0.2 0.8 37.5 22.2 87.5 -0.55 225.4 43.8
Jaden Sayles Jaden Sayles F 16 12.9 2.3 2.6 0.0 0.0 0.5 0.6 0.6 4.2 -24 18 -1.3 -4.6 40.0 0 50.0 -3.9 157.3 40.0
Mark Kostelac Mark Kostelac C 7 5.6 1.9 1.3 0.1 0.1 0.3 0.3 0.4 3.0 0 6 0.0 0.0 100.0 0 100.0 -1.65 167.5 100.0
Emmanuel Olojakpoke Emmanuel Olojakpoke F 26 10.9 1.8 1.8 0.0 0.3 0.9 0.7 0.4 3.8 2 28 0.1 0.3 40.0 0 12.5 -2.16 173.8 40.0
LePear Toles LePear Toles - 4 6.8 1.0 1.0 0.5 0.5 0.2 0.8 0.2 2.2 - - - - 100.0 0 33.3 - 86.2 100.0
Jake Fischer Jake Fischer G 3 1.7 1.0 0.0 0.0 0.0 0.0 0.3 0.7 0.0 - - - - 50.0 50.0 0 -1.73 75.0 75.0
Scott Walter Scott Walter G 12 4.9 0.6 0.8 0.1 0.0 0.0 0.5 0.3 0.7 11 12 0.9 8.4 50.0 0 66.7 -0.56 65.8 50.0
Marquelle McIntyre Marquelle McIntyre G 6 1.7 0.2 0.2 0.2 0.2 0.0 0.0 0.0 0.7 0 5 0.0 0.0 0 0 50.0 -0.83 56.8 0
T. Hankerson T. Hankerson - 2 16.0 0.0 2.0 0.5 0.0 0.0 0.5 0.0 2.0 - - - - 0 0 0 - 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