ACHA College Club Hockey Rankings

Scores that ratings are based upon. Scores through October 27, 2013. 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,Arizona State,____________________________ 13 0 0, 4.5, 9.4, 13.84, 13.54 2,Minot State,______________________________ 8 0 0, 4.5, 9.0, 13.49, 12.46 3,Robert Morris Illinois,___________________ 10 1 0, 3.6, 8.2, 11.83, 12.23 4,Central Oklahoma,_________________________ 10 6 0, 1.8, 9.6, 11.45, 12.66 5,Delaware,_________________________________ 9 3 0, 1.2, 10.0, 11.21, 11.81 6,Oklahoma,_________________________________ 7 4 0, 1.8, 9.3, 11.12, 10.67 7,Liberty,__________________________________ 12 1 0, 2.8, 7.8, 10.65, 10.47 8,Stony Brook,______________________________ 8 3 0, 1.9, 8.7, 10.64, 10.13 9,Iowa State,_______________________________ 11 3 0, 2.2, 8.4, 10.60, 10.13 10,Ohio,_____________________________________ 8 4 0, 1.8, 8.5, 10.32, 10.31 11,Adrian,___________________________________ 9 3 0, 2.2, 8.1, 10.24, 10.62 12,Lindenwood,_______________________________ 4 6 0, 0.0, 10.1, 10.11, 10.96 13,Arizona,__________________________________ 6 5 0, -0.9, 10.8, 9.92, 9.26 14,Davenport,________________________________ 4 4 0, 0.5, 8.6, 9.07, 9.09 15,Colorado State,___________________________ 3 8 0, -0.8, 9.5, 8.68, 8.05 16,John Carroll,_____________________________ 7 5 0, 0.3, 8.4, 8.61, 7.90 17,Navy,_____________________________________ 8 5 0, 1.0, 7.5, 8.54, 9.47 18,Illinois,_________________________________ 6 7 0, -0.2, 8.6, 8.32, 8.75 19,Mercyhurst,_______________________________ 9 3 0, 1.5, 6.7, 8.19, 8.90 20,Buffalo,__________________________________ 9 4 0, 2.5, 5.5, 8.00, 8.57 21,Oakland,__________________________________ 6 6 0, 1.2, 6.7, 8.00, 6.50 22,Rutgers,__________________________________ 3 9 0, -1.3, 9.2, 7.84, 7.16 23,West Virginia,____________________________ 5 9 0, -0.6, 8.1, 7.50, 8.21 24,Rhode Island,_____________________________ 10 2 0, 1.1, 6.3, 7.35, 6.59 25,Niagara,__________________________________ 6 4 0, 0.4, 6.9, 7.32, 7.22 26,Wayne State,______________________________ 6 4 0, 0.7, 6.5, 7.16, 6.69 27,Syracuse,_________________________________ 5 4 0, 2.0, 4.9, 6.95, 7.11 28,Lebanon Valley,___________________________ 2 6 0, -1.5, 8.1, 6.64, 5.62 29,West Chester,_____________________________ 5 5 0, -0.2, 6.8, 6.63, 7.83 30,Michigan-Dearborn,________________________ 6 9 0, -1.1, 7.7, 6.52, 6.58 31,Duquesne,_________________________________ 5 4 0, 0.1, 6.4, 6.51, 5.44 32,Drexel,___________________________________ 2 8 0, -0.9, 7.2, 6.31, 6.51 33,Towson,___________________________________ 5 6 0, -1.4, 7.6, 6.22, 5.95 34,Indiana,__________________________________ 4 4 0, -1.5, 7.7, 6.16, 6.08 35,Oswego State,_____________________________ 5 5 0, 0.6, 5.5, 6.13, 5.74 36,Villanova,________________________________ 5 5 0, 0.2, 5.9, 6.06, 5.13 37,Robert Morris Pennsylvania,_______________ 7 1 0, 1.5, 4.5, 6.03, 5.17 38,Eastern Michigan,_________________________ 6 7 0, -1.4, 7.4, 6.03, 6.23 39,North Dakota State,_______________________ 3 5 0, -2.6, 8.3, 5.72, 6.73 40,Rochester College,________________________ 4 9 0, -1.5, 7.1, 5.65, 6.85 41,Pittsburgh,_______________________________ 5 5 0, 0.5, 5.0, 5.53, 5.87 42,Western Michigan,_________________________ 3 7 0, -1.6, 7.1, 5.48, 5.13 43,Kent State,_______________________________ 3 7 0, -0.6, 5.7, 5.12, 4.89 44,Canisius,_________________________________ 7 11 0, -0.5, 5.5, 5.03, 2.85 45,Penn State Berks,_________________________ 5 6 0, 0.5, 4.5, 4.95, 5.17 46,Indiana Pennsylvania,_____________________ 3 7 0, -1.0, 5.7, 4.66, 5.32 47,Colorado,_________________________________ 1 5 0, -3.5, 7.8, 4.33, 4.29 48,Slippery Rock,____________________________ 4 9 0, -1.5, 4.6, 3.14, 3.46 49,Lehigh,___________________________________ 1 9 0, -3.2, 6.2, 3.04, 3.81 50,Cornell,__________________________________ 3 5 0, -2.2, 4.8, 2.59, 2.24 51,Rochester Inst of Tech,___________________ 4 5 0, -0.4, 3.0, 2.58, 1.89 52,Binghamton,_______________________________ 4 7 0, -1.6, 4.1, 2.47, 4.05 53,Scranton,_________________________________ 3 4 0, -2.0, 3.7, 1.70, 1.82 54,Ithaca,___________________________________ 3 5 0, -1.0, 2.5, 1.47, 0.96 55,Cortland State,___________________________ 3 7 0, -2.8, 4.1, 1.33, 2.38 56,Saint Bonaventure,________________________ 0 5 0, -2.6, 2.7, 0.13, 0.13 57,Washington & Jefferson,___________________ 2 5 0, -2.0, 0.1, -1.87, -2.00 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,Arizona State,____________________________ 13 0 0, 1.0, 7.8, 8.77, 8.92 2,Minot State,______________________________ 8 0 0, 1.0, 7.5, 8.48, 8.33 3,Delaware,_________________________________ 9 3 0, 0.5, 7.7, 8.23, 8.06 4,Robert Morris Illinois,___________________ 10 1 0, 0.8, 7.4, 8.22, 8.46 5,Liberty,__________________________________ 12 1 0, 0.8, 7.3, 8.16, 8.24 6,Iowa State,_______________________________ 11 3 0, 0.6, 7.5, 8.06, 7.74 7,Arizona,__________________________________ 6 5 0, 0.1, 7.9, 8.02, 7.99 8,Central Oklahoma,_________________________ 10 6 0, 0.3, 7.7, 7.97, 8.07 9,Stony Brook,______________________________ 8 3 0, 0.5, 7.3, 7.78, 7.48 10,Oklahoma,_________________________________ 7 4 0, 0.3, 7.5, 7.76, 7.52 11,Ohio,_____________________________________ 8 4 0, 0.3, 7.4, 7.75, 7.85 12,Adrian,___________________________________ 9 3 0, 0.5, 7.1, 7.58, 7.48 13,Lindenwood,_______________________________ 4 6 0, -0.2, 7.7, 7.55, 7.59 14,John Carroll,_____________________________ 7 5 0, 0.2, 7.3, 7.50, 7.59 15,Illinois,_________________________________ 6 7 0, -0.1, 7.5, 7.43, 7.46 16,Davenport,________________________________ 4 4 0, 0.0, 7.4, 7.39, 7.44 17,Rhode Island,_____________________________ 10 2 0, 0.7, 6.7, 7.38, 7.17 18,Navy,_____________________________________ 8 5 0, 0.2, 7.1, 7.32, 7.66 19,Mercyhurst,_______________________________ 9 3 0, 0.5, 6.8, 7.31, 7.49 20,North Dakota State,_______________________ 3 5 0, -0.3, 7.5, 7.22, 7.53 21,Niagara,__________________________________ 6 4 0, 0.2, 7.0, 7.19, 6.94 22,Colorado State,___________________________ 3 8 0, -0.5, 7.6, 7.17, 7.28 23,Robert Morris Pennsylvania,_______________ 7 1 0, 0.8, 6.4, 7.12, 6.92 24,Towson,___________________________________ 5 6 0, -0.1, 7.2, 7.10, 6.88 25,Indiana,__________________________________ 4 4 0, 0.0, 7.1, 7.10, 7.01 26,Buffalo,__________________________________ 9 4 0, 0.4, 6.7, 7.08, 6.92 27,West Virginia,____________________________ 5 9 0, -0.3, 7.3, 6.97, 7.11 28,Duquesne,_________________________________ 5 4 0, 0.1, 6.8, 6.93, 6.54 29,Rutgers,__________________________________ 3 9 0, -0.5, 7.4, 6.90, 6.85 30,West Chester,_____________________________ 5 5 0, 0.0, 6.9, 6.85, 7.18 31,Wayne State,______________________________ 6 4 0, 0.2, 6.6, 6.84, 6.49 32,Villanova,________________________________ 5 5 0, 0.0, 6.8, 6.81, 6.83 33,Eastern Michigan,_________________________ 6 7 0, -0.1, 6.9, 6.77, 6.91 34,Oakland,__________________________________ 6 6 0, 0.0, 6.8, 6.76, 6.44 35,Michigan-Dearborn,________________________ 6 9 0, -0.2, 7.0, 6.76, 6.71 36,Syracuse,_________________________________ 5 4 0, 0.1, 6.6, 6.72, 6.81 37,Lebanon Valley,___________________________ 2 6 0, -0.5, 7.2, 6.72, 6.32 38,Rochester College,________________________ 4 9 0, -0.4, 7.1, 6.70, 7.30 39,Oswego State,_____________________________ 5 5 0, 0.0, 6.7, 6.67, 6.47 40,Drexel,___________________________________ 2 8 0, -0.6, 7.2, 6.63, 6.57 41,Colorado,_________________________________ 1 5 0, -0.7, 7.2, 6.55, 6.49 42,Pittsburgh,_______________________________ 5 5 0, 0.0, 6.5, 6.53, 6.71 43,Canisius,_________________________________ 7 11 0, -0.2, 6.7, 6.46, 6.08 44,Western Michigan,_________________________ 3 7 0, -0.4, 6.8, 6.36, 6.43 45,Penn State Berks,_________________________ 5 6 0, -0.1, 6.4, 6.32, 6.51 46,Cornell,__________________________________ 3 5 0, -0.3, 6.5, 6.24, 6.37 47,Lehigh,___________________________________ 1 9 0, -0.8, 7.0, 6.16, 6.27 48,Binghamton,_______________________________ 4 7 0, -0.3, 6.4, 6.14, 6.71 49,Indiana Pennsylvania,_____________________ 3 7 0, -0.4, 6.5, 6.09, 6.38 50,Kent State,_______________________________ 3 7 0, -0.4, 6.4, 6.04, 6.05 51,Scranton,_________________________________ 3 4 0, -0.1, 6.2, 6.04, 6.12 52,Slippery Rock,____________________________ 4 9 0, -0.4, 6.4, 6.01, 5.75 53,Cortland State,___________________________ 3 7 0, -0.4, 6.4, 5.95, 6.09 54,Rochester Inst of Tech,___________________ 4 5 0, -0.1, 6.1, 5.95, 5.86 55,Ithaca,___________________________________ 3 5 0, -0.3, 6.0, 5.72, 5.41 56,Saint Bonaventure,________________________ 0 5 0, -1.0, 6.2, 5.18, 5.18 57,Washington & Jefferson,___________________ 2 5 0, -0.4, 5.3, 4.84, 4.89 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. 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). 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. Links to other ratings: High School Rankings for 25 States  High School National Rankings  New England Prep  Midget Minor AAA  Midget Major AAA  Men's NCAA D1  USHL  NAHL  ACHA College Club

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