Scores that ratings are based upon, sorted by team. Last Updated January 13, 2009. 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,______________________ 26 2 0, 4.0, 9.4, 13.38, 10.90 2,Liberty,DA,_________________________ 20 2 0, 4.4, 7.2, 11.63, 10.98 3,Illinois,DA,________________________ 19 4 0, 2.7, 8.6, 11.37, 10.60 4,Iowa State,DA,______________________ 18 7 3, 2.1, 9.0, 11.05, 10.04 5,Penn State,DA,______________________ 17 2 3, 3.1, 7.8, 10.91, 11.45 6,Ohio,DA,____________________________ 24 4 1, 2.8, 8.1, 10.90, 11.31 7,Oklahoma,DA,________________________ 12 8 3, 1.1, 9.6, 10.69, 11.93 8,Oakland,DA,_________________________ 18 5 0, 2.5, 8.1, 10.59, 11.65 9,Minot State,DA,_____________________ 14 3 0, 3.6, 6.9, 10.51, 11.32 10,Arizona State,DA,___________________ 17 4 2, 2.0, 8.3, 10.30, 9.90 11,Adrian,DA,__________________________ 17 8 1, 2.1, 8.2, 10.30, 9.98 12,Rhode Island,DA,____________________ 16 5 1, 2.1, 8.0, 10.13, 11.25 13,Central Oklahoma,DA,________________ 15 8 4, 0.9, 8.9, 9.80, 9.10 14,Michigan-Dearborn,DA,_______________ 14 10 3, 1.0, 8.6, 9.58, 8.77 15,Delaware,DA,________________________ 14 6 2, 1.1, 8.3, 9.37, 8.60 16,Kent State,DA,______________________ 14 9 4, 0.5, 8.3, 8.79, 8.91 17,Western Michigan,DA,________________ 8 14 2, -0.8, 9.2, 8.48, 9.01 18,Robert Morris Pennsylvania,DA,______ 16 6 1, 1.3, 7.0, 8.32, 9.24 19,Stony Brook,DA,_____________________ 12 7 1, 1.9, 6.4, 8.28, 7.95 20,West Chester,DA,____________________ 10 11 2, 0.1, 7.9, 7.99, 6.63 21,Robert Morris Illinois,DA,__________ 9 17 0, -1.5, 9.2, 7.71, 9.39 22,Canton,DA,__________________________ 9 10 0, 0.8, 6.5, 7.33, 6.18 23,West Virginia,DA,___________________ 12 8 3, 0.6, 6.7, 7.26, 6.90 24,Indiana Pennsylvania,DA,____________ 14 7 1, 1.4, 5.8, 7.22, 7.68 25,Indiana,DA,_________________________ 8 15 0, -1.6, 8.6, 7.04, 6.69 26,Arizona,DA,_________________________ 8 10 1, -0.5, 7.5, 7.00, 6.32 27,Washington & Jefferson,DA,__________ 6 9 4, -0.5, 7.3, 6.83, 5.49 28,Slippery Rock,DA,___________________ 14 4 1, 1.9, 4.8, 6.68, 7.14 29,Eastern Michigan,DA,________________ 6 20 1, -3.1, 9.5, 6.41, 5.32 30,Buffalo,DA,_________________________ 12 7 1, 0.8, 5.4, 6.19, 6.27 31,Mercyhurst,DA,______________________ 9 16 0, -1.0, 7.1, 6.17, 6.08 32,Rutgers,DA,_________________________ 13 11 1, 0.6, 5.4, 5.96, 6.10 33,Niagara,DA,_________________________ 10 12 1, -0.2, 5.9, 5.78, 6.29 34,Pittsburgh,DA,______________________ 5 17 1, -1.5, 7.2, 5.70, 5.37 35,Youngstown State,DA,________________ 8 15 1, -1.2, 6.8, 5.68, 6.38 36,Drexel,DA,__________________________ 8 14 0, -1.7, 7.3, 5.64, 6.13 37,Navy,DA,____________________________ 8 16 1, -1.4, 6.9, 5.52, 5.59 38,Towson,DA,__________________________ 6 16 0, -2.0, 7.4, 5.37, 6.42 39,Cornell,DA,_________________________ 12 3 0, 2.3, 2.7, 4.95, 3.03 40,Duquesne,DA,________________________ 4 16 1, -2.3, 7.2, 4.90, 3.39 41,Lehigh,DA,__________________________ 6 9 1, -0.2, 4.8, 4.60, 3.92 42,Binghamton,DA,______________________ 9 5 0, 2.0, 2.4, 4.39, 3.08 43,Scranton,DA,________________________ 6 8 2, -0.6, 4.7, 4.09, 3.53 44,John Carroll,DA,____________________ 5 16 0, -2.7, 6.5, 3.80, 3.49 45,North Dakota State,DA,______________ 3 12 1, -3.6, 7.3, 3.76, 2.65 46,Cortland State,DA,__________________ 9 2 2, 1.5, 2.1, 3.60, 5.18 47,Villanova,DA,_______________________ 4 8 2, -1.3, 4.5, 3.24, 2.89 48,Syracuse,DA,________________________ 5 13 1, -1.8, 5.0, 3.11, 2.63 49,Oswego State,DA,____________________ 8 9 1, -0.4, 3.0, 2.60, 2.84 50,Maryland,DA,________________________ 5 9 0, -1.9, 4.4, 2.58, 2.15 51,Penn State Berks,DA,________________ 3 12 2, -2.5, 4.7, 2.15, 1.13 52,Rochester Inst of Tech,DA,__________ 4 20 1, -3.0, 4.7, 1.65, 2.59 53,Rochester,DA,_______________________ 4 10 1, -2.5, 4.1, 1.61, 1.57 54,Ithaca,DA,__________________________ 3 13 0, -3.1, 3.9, 0.84, 1.60 55,Saint Bonaventure,DA,_______________ 2 10 1, -3.0, 3.4, 0.43, 0.56 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,______________________ 26 2 0, 0.9, 7.5, 8.40, 8.02 2,Illinois,DA,________________________ 19 4 0, 0.7, 7.4, 8.02, 7.84 3,Ohio,DA,____________________________ 24 4 1, 0.7, 7.3, 7.97, 7.93 4,Iowa State,DA,______________________ 18 7 3, 0.4, 7.5, 7.91, 7.66 5,Penn State,DA,______________________ 17 2 3, 0.7, 7.2, 7.87, 7.94 6,Liberty,DA,_________________________ 20 2 0, 0.8, 7.1, 7.87, 7.66 7,Arizona State,DA,___________________ 17 4 2, 0.6, 7.3, 7.85, 7.62 8,Oklahoma,DA,________________________ 12 8 3, 0.2, 7.6, 7.78, 8.01 9,Oakland,DA,_________________________ 18 5 0, 0.6, 7.2, 7.76, 8.12 10,Rhode Island,DA,____________________ 16 5 1, 0.5, 7.2, 7.75, 8.03 11,Central Oklahoma,DA,________________ 15 8 4, 0.3, 7.4, 7.71, 7.58 12,Minot State,DA,_____________________ 14 3 0, 0.6, 7.0, 7.68, 7.79 13,Delaware,DA,________________________ 14 6 2, 0.4, 7.3, 7.65, 7.56 14,Adrian,DA,__________________________ 17 8 1, 0.3, 7.3, 7.61, 7.52 15,Michigan-Dearborn,DA,_______________ 14 10 3, 0.1, 7.3, 7.48, 7.39 16,Kent State,DA,______________________ 14 9 4, 0.2, 7.2, 7.41, 7.64 17,Robert Morris Pennsylvania,DA,______ 16 6 1, 0.4, 7.0, 7.40, 7.67 18,Western Michigan,DA,________________ 8 14 2, -0.3, 7.5, 7.22, 7.42 19,West Chester,DA,____________________ 10 11 2, -0.0, 7.2, 7.18, 6.89 20,Robert Morris Illinois,DA,__________ 9 17 0, -0.3, 7.5, 7.16, 7.63 21,Stony Brook,DA,_____________________ 12 7 1, 0.3, 6.9, 7.13, 7.10 22,West Virginia,DA,___________________ 12 8 3, 0.2, 7.0, 7.13, 7.09 23,Indiana,DA,_________________________ 8 15 0, -0.3, 7.4, 7.05, 7.13 24,Indiana Pennsylvania,DA,____________ 14 7 1, 0.3, 6.7, 7.04, 7.22 25,Slippery Rock,DA,___________________ 14 4 1, 0.5, 6.5, 7.03, 7.47 26,Arizona,DA,_________________________ 8 10 1, -0.1, 7.1, 6.98, 6.93 27,Eastern Michigan,DA,________________ 6 20 1, -0.5, 7.5, 6.95, 6.63 28,Washington & Jefferson,DA,__________ 6 9 4, -0.2, 7.1, 6.89, 6.52 29,Buffalo,DA,_________________________ 12 7 1, 0.3, 6.6, 6.82, 7.24 30,Drexel,DA,__________________________ 8 14 0, -0.3, 7.1, 6.80, 7.06 31,Canton,DA,__________________________ 9 10 0, -0.1, 6.8, 6.80, 6.65 32,Mercyhurst,DA,______________________ 9 16 0, -0.3, 7.0, 6.76, 6.78 33,Rutgers,DA,_________________________ 13 11 1, 0.1, 6.7, 6.74, 6.89 34,Cornell,DA,_________________________ 12 3 0, 0.6, 6.1, 6.69, 6.55 35,Niagara,DA,_________________________ 10 12 1, -0.1, 6.7, 6.65, 6.94 36,Youngstown State,DA,________________ 8 15 1, -0.3, 6.9, 6.62, 6.53 37,Towson,DA,__________________________ 6 16 0, -0.5, 7.1, 6.62, 6.66 38,North Dakota State,DA,______________ 3 12 1, -0.6, 7.1, 6.59, 6.22 39,Navy,DA,____________________________ 8 16 1, -0.3, 6.9, 6.57, 6.39 40,Pittsburgh,DA,______________________ 5 17 1, -0.5, 7.0, 6.51, 6.32 41,Duquesne,DA,________________________ 4 16 1, -0.6, 7.1, 6.49, 5.97 42,Cortland State,DA,__________________ 9 2 2, 0.5, 5.9, 6.47, 6.47 43,Binghamton,DA,______________________ 9 5 0, 0.3, 6.1, 6.35, 5.81 44,Scranton,DA,________________________ 6 8 2, -0.1, 6.4, 6.32, 6.26 45,Lehigh,DA,__________________________ 6 9 1, -0.2, 6.5, 6.31, 6.22 46,John Carroll,DA,____________________ 5 16 0, -0.5, 6.8, 6.29, 6.20 47,Maryland,DA,________________________ 5 9 0, -0.3, 6.5, 6.26, 6.06 48,Villanova,DA,_______________________ 4 8 2, -0.3, 6.5, 6.19, 6.29 49,Syracuse,DA,________________________ 5 13 1, -0.4, 6.6, 6.15, 6.10 50,Oswego State,DA,____________________ 8 9 1, -0.1, 6.2, 6.12, 6.09 51,Penn State Berks,DA,________________ 3 12 2, -0.5, 6.5, 5.99, 5.56 52,Rochester,DA,_______________________ 4 10 1, -0.4, 6.3, 5.92, 6.15 53,Rochester Inst of Tech,DA,__________ 4 20 1, -0.6, 6.4, 5.81, 6.05 54,Ithaca,DA,__________________________ 3 13 0, -0.6, 6.4, 5.73, 5.76 55,Saint Bonaventure,DA,_______________ 2 10 1, -0.6, 6.2, 5.63, 5.72 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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