Scores that ratings are based upon, sorted by team. Last Updated January 25, 2010. Previous Rankings New ratings will be posted each week, time permitting.
Maximum Goal Differential = 7 See Rankings Without Considering Goal Differential Below Division 1 RANK TEAM W L T GmPerf Sched Total Last 5 --------------------------------------------------------------------------------- 1,Lindenwood,DA,______________________ 30 2 1, 3.8, 9.4, 13.21, 12.51 2,Liberty,DA,_________________________ 24 2 0, 4.4, 7.2, 11.63, 11.67 3,Illinois,DA,________________________ 20 6 1, 2.5, 8.7, 11.16, 10.83 4,Iowa State,DA,______________________ 21 7 4, 2.0, 9.2, 11.14, 9.79 5,Penn State,DA,______________________ 20 2 4, 2.8, 8.1, 10.91, 10.32 6,Minot State,DA,_____________________ 18 3 1, 3.1, 7.8, 10.90, 11.76 7,Ohio,DA,____________________________ 25 7 1, 2.4, 8.4, 10.86, 9.89 8,Oklahoma,DA,________________________ 15 9 4, 1.1, 9.7, 10.78, 11.25 9,Oakland,DA,_________________________ 20 8 0, 2.0, 8.4, 10.38, 10.03 10,Adrian,DA,__________________________ 19 11 1, 1.8, 8.4, 10.19, 9.57 11,Arizona State,DA,___________________ 19 9 2, 1.3, 8.9, 10.19, 9.70 12,Rhode Island,DA,____________________ 17 7 2, 1.8, 8.4, 10.12, 10.03 13,Central Oklahoma,DA,________________ 18 9 4, 1.2, 8.6, 9.84, 9.59 14,Michigan-Dearborn,DA,_______________ 14 12 3, 0.8, 8.7, 9.46, 8.63 15,Delaware,DA,________________________ 17 7 3, 1.1, 8.1, 9.25, 8.64 16,Western Michigan,DA,________________ 11 15 2, -0.2, 8.9, 8.72, 11.41 17,Kent State,DA,______________________ 16 10 4, 0.6, 8.1, 8.67, 7.76 18,Stony Brook,DA,_____________________ 14 9 1, 1.5, 6.6, 8.17, 8.37 19,West Chester,DA,____________________ 11 13 3, 0.1, 8.0, 8.07, 8.24 20,Canton,DA,__________________________ 13 10 0, 1.6, 6.4, 7.99, 9.89 21,Robert Morris Illinois,DA,__________ 11 19 0, -1.3, 9.2, 7.87, 9.22 22,Robert Morris Pennsylvania,DA,______ 17 9 1, 0.7, 7.0, 7.70, 5.09 23,West Virginia,DA,___________________ 16 8 4, 1.0, 6.3, 7.37, 8.09 24,Indiana,DA,_________________________ 9 17 1, -1.4, 8.7, 7.31, 7.82 25,Arizona,DA,_________________________ 9 12 1, -0.9, 7.9, 6.95, 7.56 26,Indiana Pennsylvania,DA,____________ 15 10 1, 0.7, 6.2, 6.86, 5.74 27,Washington & Jefferson,DA,__________ 8 10 5, -0.3, 7.0, 6.75, 7.19 28,Slippery Rock,DA,___________________ 16 4 1, 2.0, 4.6, 6.60, 7.94 29,Eastern Michigan,DA,________________ 6 22 1, -3.3, 9.5, 6.14, 4.44 30,Buffalo,DA,_________________________ 14 8 2, 0.8, 5.3, 6.09, 5.85 31,Niagara,DA,_________________________ 14 12 2, 0.3, 5.7, 5.97, 7.46 32,Mercyhurst,DA,______________________ 10 17 2, -0.7, 6.6, 5.93, 5.61 33,Pittsburgh,DA,______________________ 7 18 3, -1.0, 6.9, 5.86, 7.08 34,Rutgers,DA,_________________________ 13 12 1, 0.4, 5.4, 5.80, 3.97 35,Drexel,DA,__________________________ 9 16 1, -1.6, 7.3, 5.72, 6.18 36,Navy,DA,____________________________ 9 19 1, -1.5, 7.1, 5.61, 6.07 37,Duquesne,DA,________________________ 7 17 1, -1.5, 6.9, 5.38, 7.62 38,Youngstown State,DA,________________ 8 19 1, -1.4, 6.8, 5.37, 4.55 39,Towson,DA,__________________________ 8 18 0, -1.8, 7.1, 5.30, 5.20 40,Cornell,DA,_________________________ 12 3 0, 2.3, 2.8, 5.05, 3.18 41,Binghamton,DA,______________________ 12 5 0, 2.5, 2.2, 4.69, 4.73 42,North Dakota State,DA,______________ 5 15 1, -3.1, 7.4, 4.29, 4.85 43,Lehigh,DA,__________________________ 6 12 2, -0.8, 5.0, 4.19, 2.29 44,Scranton,DA,________________________ 6 9 2, -0.6, 4.7, 4.06, 3.39 45,Villanova,DA,_______________________ 9 8 2, -0.3, 4.1, 3.86, 5.24 46,Cortland State,DA,__________________ 9 3 2, 1.1, 2.4, 3.53, 4.64 47,John Carroll,DA,____________________ 5 20 0, -3.1, 6.5, 3.33, 1.98 48,Oswego State,DA,____________________ 10 9 1, 0.1, 3.1, 3.12, 3.26 49,Syracuse,DA,________________________ 5 15 1, -2.0, 4.9, 2.95, 3.41 50,Maryland,DA,________________________ 7 11 0, -1.5, 4.0, 2.46, 2.68 51,Penn State Berks,DA,________________ 3 14 2, -2.7, 4.9, 2.21, 2.76 52,Rochester Inst of Tech,DA,__________ 5 23 1, -2.8, 4.4, 1.61, 0.72 53,Rochester,DA,_______________________ 5 13 1, -2.6, 3.8, 1.13, -0.01 54,Ithaca,DA,__________________________ 3 13 0, -3.1, 3.9, 0.88, 1.46 55,Saint Bonaventure,DA,_______________ 3 12 1, -2.7, 3.4, 0.73, 0.97 Maximum Goal Differential = 1 (i.e. just considers W, L, T and schedule strength) Division 1 RANK TEAM W L T GmPerf Sched Total Last 5 --------------------------------------------------------------------------------- 1,Lindenwood,DA,______________________ 30 2 1, 0.8, 7.5, 8.35, 8.25 2,Iowa State,DA,______________________ 21 7 4, 0.4, 7.5, 7.96, 7.97 3,Penn State,DA,______________________ 20 2 4, 0.7, 7.3, 7.94, 8.19 4,Minot State,DA,_____________________ 18 3 1, 0.7, 7.3, 7.94, 8.51 5,Illinois,DA,________________________ 20 6 1, 0.5, 7.4, 7.90, 7.44 6,Liberty,DA,_________________________ 24 2 0, 0.8, 7.0, 7.89, 7.97 7,Ohio,DA,____________________________ 25 7 1, 0.5, 7.3, 7.87, 7.20 8,Oklahoma,DA,________________________ 15 9 4, 0.2, 7.6, 7.83, 8.21 9,Arizona State,DA,___________________ 19 9 2, 0.3, 7.4, 7.72, 7.24 10,Rhode Island,DA,____________________ 17 7 2, 0.4, 7.3, 7.72, 7.62 11,Oakland,DA,_________________________ 20 8 0, 0.4, 7.3, 7.71, 7.60 12,Central Oklahoma,DA,________________ 18 9 4, 0.3, 7.4, 7.68, 7.55 13,Delaware,DA,________________________ 17 7 3, 0.4, 7.3, 7.62, 7.50 14,Adrian,DA,__________________________ 19 11 1, 0.3, 7.3, 7.59, 7.41 15,Michigan-Dearborn,DA,_______________ 14 12 3, 0.1, 7.3, 7.41, 7.24 16,Kent State,DA,______________________ 16 10 4, 0.2, 7.2, 7.37, 7.32 17,Western Michigan,DA,________________ 11 15 2, -0.1, 7.4, 7.25, 7.77 18,Robert Morris Pennsylvania,DA,______ 17 9 1, 0.3, 6.9, 7.24, 6.62 19,Robert Morris Illinois,DA,__________ 11 19 0, -0.3, 7.5, 7.19, 7.39 20,West Chester,DA,____________________ 11 13 3, -0.1, 7.2, 7.17, 6.97 21,West Virginia,DA,___________________ 16 8 4, 0.3, 6.9, 7.14, 7.27 22,Stony Brook,DA,_____________________ 14 9 1, 0.2, 6.9, 7.14, 7.14 23,Indiana,DA,_________________________ 9 17 1, -0.3, 7.4, 7.08, 7.04 24,Slippery Rock,DA,___________________ 16 4 1, 0.6, 6.5, 7.04, 7.75 25,Arizona,DA,_________________________ 9 12 1, -0.1, 7.1, 7.01, 7.38 26,Canton,DA,__________________________ 13 10 0, 0.1, 6.9, 6.99, 7.47 27,Indiana Pennsylvania,DA,____________ 15 10 1, 0.2, 6.8, 6.98, 6.89 28,Washington & Jefferson,DA,__________ 8 10 5, -0.1, 7.0, 6.89, 6.93 29,Eastern Michigan,DA,________________ 6 22 1, -0.6, 7.4, 6.88, 6.54 30,Buffalo,DA,_________________________ 14 8 2, 0.3, 6.6, 6.83, 6.79 31,Drexel,DA,__________________________ 9 16 1, -0.3, 7.1, 6.81, 6.93 32,North Dakota State,DA,______________ 5 15 1, -0.5, 7.2, 6.75, 6.78 33,Niagara,DA,_________________________ 14 12 2, 0.1, 6.7, 6.74, 7.25 34,Cornell,DA,_________________________ 12 3 0, 0.6, 6.1, 6.70, 6.59 35,Rutgers,DA,_________________________ 13 12 1, 0.0, 6.7, 6.70, 6.35 36,Mercyhurst,DA,______________________ 10 17 2, -0.2, 6.9, 6.67, 6.42 37,Navy,DA,____________________________ 9 19 1, -0.3, 7.0, 6.63, 6.68 38,Towson,DA,__________________________ 8 18 0, -0.4, 7.0, 6.62, 6.60 39,Pittsburgh,DA,______________________ 7 18 3, -0.4, 7.0, 6.56, 6.93 40,Duquesne,DA,________________________ 7 17 1, -0.4, 7.0, 6.56, 6.90 41,Youngstown State,DA,________________ 8 19 1, -0.4, 6.9, 6.50, 6.00 42,Villanova,DA,_______________________ 9 8 2, 0.1, 6.4, 6.48, 7.09 43,Binghamton,DA,______________________ 12 5 0, 0.4, 6.0, 6.43, 6.48 44,Cortland State,DA,__________________ 9 3 2, 0.4, 6.0, 6.41, 6.31 45,Scranton,DA,________________________ 6 9 2, -0.2, 6.5, 6.31, 6.13 46,Lehigh,DA,__________________________ 6 12 2, -0.3, 6.6, 6.25, 5.92 47,Oswego State,DA,____________________ 10 9 1, 0.1, 6.2, 6.22, 6.12 48,John Carroll,DA,____________________ 5 20 0, -0.6, 6.8, 6.22, 6.02 49,Maryland,DA,________________________ 7 11 0, -0.2, 6.4, 6.22, 6.05 50,Syracuse,DA,________________________ 5 15 1, -0.5, 6.6, 6.08, 6.10 51,Penn State Berks,DA,________________ 3 14 2, -0.6, 6.6, 6.00, 5.83 52,Rochester Inst of Tech,DA,__________ 5 23 1, -0.6, 6.4, 5.81, 5.63 53,Rochester,DA,_______________________ 5 13 1, -0.4, 6.2, 5.80, 5.49 54,Ithaca,DA,__________________________ 3 13 0, -0.6, 6.4, 5.74, 5.73 55,Saint Bonaventure,DA,_______________ 3 12 1, -0.6, 6.2, 5.65, 5.68 The program starts all teams with an equal arbitrary value and then adjusts them all recursively based on game scores until the lowest cumulative error between expected goal differentials and actual goal differentials is reached (convergence). One effect often noticed is that a team's rating can change slightly without playing due to previous opponents playing which affects their rating and their opponent's rating, etc. The Total column is in goal units and the difference in this value between any two teams is the predicted goal differential for a game played at a neutral site between those two teams. It should be noted that these rankings are an average performance value for each team for the entire season, all games are equally weighted, so a team's latest game may make up only 1/40th of a teams rating at the end of the season. Games that go to shootouts for decision are considered ties for ratings purposes. Actually, there are two different rankings listed below. The first is as described above with the maximum goal differential used per game set at 7. This ordering ends up similar to CCHP, although differences do arise due to CCHP considering home ice advantage and CCHP not using a goal differential limit. The second ranking sets maximum goal differential at 1, thereby just considering whether the game was won, lost, or tied (and strength of opponent). Note that the Total column in the GD=1 ranking is therefore in win percentage units rather than goal units. A rated .01 ahead of B can be interpreted as saying that if these two teams played exclusively against each other, A's predicted winning percentage is 1 percentage point higher than B's (i.e. A's predicted winning percentage vs. B would be .495, B's against A would be .505). However, since the teams do not play exclusively against the other it is actually a little bit more complex than above as teams can be ranked as high as 1.0 above their average opponent (if they were undefeated and untied) and as low as 1.0 below their average opponent (if they lost all of their games). Note that the current spread between #1 and #59 is about 1.9 . Not surprisingly, the ordering ends up very similar to KRACH . Currently, teams with as few as 3 scores are ranked. The more games that go into a team's ranking, the more accurate their ranking will be.Please send any missing scores or corrections to iascores@yahoo.com using the score submission spreadsheet.
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