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UMass Lowell River Hawks

Season: 2026 2025 2024 2023 2022 2021 2020 2019 2018 2017
Also known as: UMass Lowell River Hawks
Program History

Model Outputs

2021-2022
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 → 1018 (#267) -
Bradley-Terry Bradley-Terry Static logistic paired-comparison model with one team strength parameter. More → 1143 (#203) -
Bradley-Terry Recency Bradley-Terry Recency Static Bradley-Terry with exponential recency weights on newer games. HCA +115 elo More → 969 (#525) HCA +115 elo
Margin Margin Linear team-strength model fit on point differential instead of binary wins. HCA +2.7 More → +20.7 (#219) HCA +2.7
Margin Recency Margin Recency Margin regression with exponential recency weights on newer games. HCA +2.4 More → +8.7 (#222) HCA +2.4
Points Off/Def Recency Points Off/Def Recency Off/def points regression with exponential recency weights. AdjO 68.9 | AdjD 66.7 More → 0.550 (#178) AdjO 68.9 | AdjD 66.7
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 → 0.642 (#234) 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 → 0.614 (#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 145 | GP 27 More → 940 (#305) RD 145 | GP 27

2022 Schedule & Results

Date Vs/At Opponent Result Score
2021-11-09 vs Rivier Raiders W 91 - 55
2021-11-16 @ Oklahoma State Cowboys L 58 - 80
2021-11-17 vs Central Connecticut Blue Devils W 77 - 53
2021-11-19 @ George Washington Colonials W 67 - 56
2021-11-27 vs Fisher College Eagles W 101 - 38
2021-12-01 vs Brown Bears L 63 - 73
2021-12-04 @ Merrimack Warriors W 61 - 57
2021-12-08 @ Boston University Terriers L 62 - 72
2021-12-11 vs Massachusetts College Mohawks W 109 - 45
2021-12-19 vs Sacred Heart Pioneers W 70 - 62
2022-01-02 @ Binghamton Bearcats L 63 - 68
2022-01-12 @ Albany Great Danes L 47 - 57
2022-01-19 vs Maine Black Bears W 71 - 62
2022-01-22 @ New Hampshire Wildcats L 61 - 67
2022-01-26 vs Albany Great Danes L 62 - 64
2022-02-02 @ Maine Black Bears W 62 - 50
2022-02-05 vs Vermont Catamounts L 67 - 78
2022-02-07 vs Hartford Hawks W 85 - 75
2022-02-09 @ Stony Brook Seawolves L 85 - 87
2022-02-12 vs UMBC Retrievers W 88 - 71
2022-02-16 @ NJIT Highlanders L 55 - 59
2022-02-19 vs Binghamton Bearcats L 64 - 78
2022-02-23 vs Stony Brook Seawolves W 67 - 50
2022-02-26 @ Vermont Catamounts L 61 - 62
2022-03-01 vs New Hampshire Wildcats L 48 - 64
2022-03-03 @ Hartford Hawks W 83 - 73
2022-03-06 @ UMBC Retrievers L 85 - 93

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/G PM/40 FG% 3P% FT% RAPM TS% eFG%
Kalil Thomas Kalil Thomas - 1 28.0 13.0 6.0 1.0 1.0 0.0 0.0 0.0 21.0 139 4.6 6.8 0 0 0 0.71 0 0
M. Watkins M. Watkins - 1 32.0 13.0 8.0 1.0 2.0 0.0 4.0 0.0 20.0 -56 -1.9 -2.3 0 0 0 -0.18 0 0
M. Klanjscek M. Klanjscek - 1 38.0 13.0 4.0 3.0 3.0 0.0 1.0 0.0 22.0 - - - 0 0 0 -0.88 0 0
Al. Blunt Al. Blunt - 27 32.9 11.4 3.9 1.7 0.6 0.1 1.7 2.2 13.8 134 4.3 10.9 40.7 36.8 46.7 1.31 234.0 46.6
A. Hikim A. Hikim - 26 25.6 11.2 2.0 2.5 1.4 0.1 2.6 2.0 12.7 32 1.1 1.7 47.1 16.7 71.4 -0.26 270.0 48.0
J. Faison J. Faison - 1 31.0 11.0 1.0 3.0 1.0 0.0 0.0 0.0 16.0 88 4.4 7.4 0 0 0 0.38 0 0
M. Brooks M. Brooks - 25 23.0 10.8 6.4 0.6 0.7 2.6 1.7 1.8 17.7 145 5.0 8.7 59.1 0 64.7 1.3 262.2 59.1
E. Hammond E. Hammond - 27 25.6 9.1 3.2 1.0 1.1 0.1 1.1 2.0 11.5 49 1.6 2.5 31.5 34.8 83.3 0.09 206.6 38.9
J. Hall J. Hall F 1 16.0 6.0 4.0 1.0 0.0 0.0 0.0 0.0 11.0 -48 -1.8 -4.8 0 0 0 -0.08 0 0
Q. Mincey Q. Mincey - 26 17.7 5.3 4.5 0.5 0.8 0.5 0.9 0.8 9.8 114 3.8 9.1 45.5 50.0 33.3 0.92 278.0 52.3
D. Jordan-Thomas D. Jordan-Thomas - 9 10.6 4.3 3.9 0.2 0.3 0.1 0.6 0.1 8.2 40 4.0 14.4 0.0 0 0 0.24 1950.0 0.0
A. Blunt A. Blunt - 27 16.3 3.9 2.4 1.1 0.4 0.1 1.1 0.7 6.1 134 4.3 10.9 35.0 41.7 70.0 1.31 217.2 47.5
C. Efretuei C. Efretuei C 1 4.0 2.0 2.0 0.0 1.0 0.0 0.0 0.0 5.0 -30 -1.6 -6.7 0 0 0 -0.15 0 0
E. Acquah E. Acquah - 5 4.6 0.8 1.2 0.0 0.2 0.0 0.0 0.0 2.2 - - - 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