ACHA College Club Hockey Rankings 2006-2007
Scores that ratings are based upon, sorted by team.
Last Updated October 18, 2006.
New ratings will be posted each week, time permitting.
Division 1
RANK TEAM W L T GmPerf Sched Total Last 5
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1,Illinois,___________________________ 6 0 0, 4.7, 12.1, 16.74
2,Ohio University,____________________ 6 1 0, 3.7, 13.0, 16.67
3,Kent State,_________________________ 6 0 0, 4.3, 11.8, 16.09
4,Penn State,_________________________ 3 0 0, 2.0, 12.8, 14.85
5,Oakland,____________________________ 6 2 1, 0.6, 14.3, 14.81
6,Rhode Island,_______________________ 6 0 0, 6.3, 8.2, 14.50
7,Michigan-Dearborn,__________________ 3 5 1, -0.1, 14.4, 14.33
8,Lindenwood,_________________________ 4 2 0, 1.5, 12.6, 14.11
9,Washington & Jefferson,_____________ 1 3 1, 0.6, 13.5, 14.06
10,West Virginia,______________________ 7 2 0, 1.3, 12.5, 13.88
11,Liberty,____________________________ 6 1 0, 2.7, 11.1, 13.80
12,Delaware,___________________________ 3 1 2, 0.7, 13.0, 13.62
13,Iowa State,_________________________ 4 2 2, 1.4, 12.1, 13.48
14,Duquesne University,________________ 2 4 0, 0.8, 12.5, 13.35
15,Indiana,____________________________ 4 0 0, 1.5, 11.8, 13.34
16,West Chester,_______________________ 3 1 0, 2.2, 10.9, 13.17
17,Western Michigan,___________________ 6 2 0, 2.7, 10.4, 13.16
18,Eastern Michigan,___________________ 4 3 0, -0.3, 13.0, 12.71
19,Naval Academy,______________________ 4 2 0, 2.0, 10.7, 12.67
20,Drexel University,__________________ 1 2 1, -1.2, 13.8, 12.60
21,Central Oklahoma,___________________ 1 4 1, -1.5, 14.0, 12.51
22,Robert Morris College,______________ 1 5 0, -2.2, 14.1, 11.91
23,Scranton,___________________________ 2 3 0, 0.6, 11.2, 11.81
24,Niagara University,_________________ 3 3 0, -0.5, 11.7, 11.16
25,Buffalo,____________________________ 3 2 0, 0.2, 10.4, 10.61
26,Youngstown State,___________________ 2 3 1, -1.5, 11.8, 10.31
27,John Carroll,_______________________ 0 5 1, -3.3, 13.2, 9.82
28,Towson,_____________________________ 0 4 0, -3.5, 13.0, 9.52
29,Ithaca College,_____________________ 2 1 0, 0.3, 9.0, 9.38
30,Lehigh,_____________________________ 2 3 0, -1.6, 10.8, 9.19
31,Slippery Rock,______________________ 1 2 0, 1.0, 8.1, 9.15
32,Pittsburgh,_________________________ 0 2 2, -2.0, 11.1, 9.12
33,Oswego State,_______________________ 1 3 0, 0.0, 9.0, 8.98
34,Saint Louis,________________________ 0 5 0, -6.4, 15.3, 8.90
35,Villanova,__________________________ 2 4 0, -2.8, 11.1, 8.23
36,Maryland,___________________________ 0 4 0, -2.7, 11.0, 8.21
37,Oklahoma,___________________________ 6 0 0, 6.7, 1.0, 7.68
38,Rutgers,____________________________ 1 6 0, -3.7, 10.5, 6.76
39,Rochester,__________________________ 1 2 0, -1.3, 6.1, 4.77
40,Weber State,________________________ 0 3 0, -4.3, 6.1, 1.72
Division 2
RANK TEAM W L T GmPerf Sched Total
-------------------------------------------------------------------------
1,Miami Ohio,_________________________ 4 0 0, 4.8, 11.4, 16.20
2,Davenport,__________________________ 4 3 0, 1.0, 13.6, 14.59
3,Grand Valley State,_________________ 2 4 1, 0.3, 14.0, 14.33
4,Stony Brook,________________________ 5 0 0, 5.4, 8.3, 13.69
5,Bowling Green,______________________ 3 3 0, 0.8, 12.7, 13.53
6,Florida Gulf Coast,_________________ 3 1 0, 1.2, 11.2, 12.48
7,Wagner College,_____________________ 3 0 0, 6.0, 6.5, 12.46
8,Missouri State "Maroon",____________ 3 2 1, 1.3, 10.9, 12.21
9,Missouri,___________________________ 2 3 0, -0.6, 12.7, 12.06
10,William Paterson,___________________ 4 0 1, 3.2, 8.2, 11.41
11,Michigan State,_____________________ 2 3 0, 0.8, 9.9, 10.67
12,Montclair State,____________________ 1 1 1, -0.7, 10.7, 10.05
13,Central Michigan,___________________ 3 2 1, 1.5, 8.3, 9.82
14,Toledo,_____________________________ 0 4 0, -5.5, 14.9, 9.37
15,Siena College,______________________ 1 2 1, -1.0, 10.3, 9.32
16,Mankato,____________________________ 2 1 0, 1.3, 7.7, 9.00
17,Colorado State,_____________________ 4 0 0, 4.5, 4.5, 9.00
18,Maryland-Baltimore,_________________ 5 2 0, 1.1, 7.8, 8.90
19,Kentucky,___________________________ 2 0 1, 3.0, 5.8, 8.85
20,DePaul "Blue",______________________ 2 1 1, 2.0, 6.8, 8.83
21,Illinois State,_____________________ 6 1 0, 3.4, 4.2, 7.60
22,Ferris State,_______________________ 2 1 1, 1.0, 6.3, 7.34
23,Georgetown,_________________________ 3 0 0, 4.7, 2.3, 7.00
24,Vermont,____________________________ 3 0 0, 3.3, 3.7, 7.00
25,Virginia Tech,______________________ 1 2 0, -0.7, 7.6, 6.93
26,Robert Morris Spring,_______________ 2 2 0, -2.5, 9.1, 6.57
27,Michigan,___________________________ 2 1 0, 1.3, 5.1, 6.41
28,Lafayette College,__________________ 3 1 1, 0.6, 5.6, 6.20
29,McKendree College,__________________ 7 3 0, 1.0, 5.1, 6.10, 6.03
30,College of New Jersey,______________ 3 2 1, -1.7, 7.4, 5.71
31,North Carolina State,_______________ 5 1 0, 3.0, 2.6, 5.65
32,Scranton,___________________________ 0 2 1, -3.3, 9.0, 5.62
33,Kansas,_____________________________ 3 1 0, 2.5, 2.8, 5.28
34,Eastern Illinois,___________________ 4 2 0, 1.5, 3.5, 4.99
35,CS Long Beach,______________________ 5 0 0, 4.2, 0.7, 4.86
36,Bradley University,_________________ 2 4 0, -0.5, 5.3, 4.84
37,Temple University,__________________ 0 3 1, -2.2, 7.0, 4.77
38,Missouri State "White",_____________ 2 3 0, -0.2, 4.8, 4.62
39,Illinois,___________________________ 0 4 0, -4.3, 8.1, 3.83
40,Northern Illinois,__________________ 2 4 0, -0.8, 4.5, 3.66
41,Marquette,__________________________ 3 3 0, 0.8, 2.5, 3.34
42,North Carolina,_____________________ 2 4 1, -1.4, 4.7, 3.27
43,USC,________________________________ 3 1 0, 2.2, 0.6, 2.86
44,UCLA,_______________________________ 4 0 0, 4.8, -2.4, 2.36
45,Northern Michigan,__________________ 1 3 0, -2.7, 5.0, 2.29
46,Saint Cloud State,__________________ 0 4 0, -5.5, 7.5, 2.00
47,Northwestern,_______________________ 1 6 0, -3.7, 5.1, 1.37
48,Nebraska,___________________________ 2 5 0, -3.7, 4.6, 0.93
49,UNLV,_______________________________ 1 4 0, -3.4, 4.3, 0.90
50,Pennsylvania,_______________________ 1 3 0, -2.5, 3.2, 0.71
51,Millersville University,____________ 1 3 0, -2.7, 3.3, 0.59
52,Arizona State,______________________ 2 4 0, -1.2, 1.5, 0.36
53,Washington State,___________________ 0 4 0, -4.3, 4.1, -0.14
54,Weber State,________________________ 2 3 0, -1.4, 0.2, -1.17
55,Loyola Marymount,___________________ 0 4 0, -5.3, 3.1, -2.14
56,Utah,_______________________________ 0 3 0, -5.0, 1.1, -3.89
Division 3
RANK TEAM W L T GmPerf Sched Total Last 5
------------------------------------------------------------------------------
1,Hope College,_______________________ 3 1 0, 2.7, 8.9, 11.62
2,Penn State Berks,___________________ 2 1 0, 3.3, 7.4, 10.78
3,Colorado,___________________________ 2 1 0, 2.0, 7.0, 9.00
4,Oakland University,_________________ 1 2 0, 0.0, 9.0, 8.98
5,Calvin College,_____________________ 0 3 0, -3.0, 11.5, 8.45
6,Saginaw Valley,_____________________ 5 2 0, 1.6, 6.6, 8.19
7,Embry-Riddle,_______________________ 0 3 0, -4.0, 11.8, 7.75
8,Alpena CC,__________________________ 3 2 0, -2.0, 9.7, 7.67
9,Clemson,____________________________ 4 0 0, 5.8, 1.2, 7.00
10,South Florida,______________________ 4 0 0, 4.8, 2.2, 7.00
11,Penn State Altoona,_________________ 4 0 1, 3.4, 2.8, 6.19
12,Saint Vincent,______________________ 3 0 0, 3.3, 2.5, 5.81
13,Indiana Penn,_______________________ 3 2 0, 0.2, 4.5, 4.74
14,Penn State Behrend,_________________ 5 1 0, 3.5, 1.1, 4.62
15,Dordt College,______________________ 3 3 0, 0.2, 3.8, 3.97
16,Southern Connecticut,_______________ 1 2 0, -0.7, 4.3, 3.65
17,SUNY Fredonia,______________________ 1 2 0, 0.0, 3.5, 3.53
18,Gettysburg College,_________________ 1 2 0, -0.3, 3.8, 3.50
19,Georgia Tech,_______________________ 3 0 0, 5.7, -2.8, 2.88
20,Kennesaw State,_____________________ 4 1 0, 4.4, -1.5, 2.88
21,Monmouth University,________________ 3 2 0, 0.6, 2.0, 2.58
22,Wright State,_______________________ 3 0 0, 5.7, -3.3, 2.40
23,Pittsburgh-Johnstown,_______________ 0 3 1, -2.2, 4.3, 2.04
24,Edinboro University,________________ 2 3 0, -0.4, 1.7, 1.34
25,Appalachian State,__________________ 0 3 0, -4.0, 5.0, 1.02
26,SUNY Albany,________________________ 4 0 0, 3.7, -4.0, -0.21
27,Hilbert College,____________________ 0 3 0, -5.3, 4.1, -1.24
28,Robert Morris,______________________ 4 1 0, 4.8, -6.4, -1.59
29,Tennessee,__________________________ 3 1 0, 4.3, -5.8, -1.60
30,Case Western Reserve,_______________ 1 3 0, -1.5, -0.6, -2.11
31,Vanderbilt,_________________________ 1 3 0, -1.7, -1.9, -3.62
32,Middle Tennessee,___________________ 0 3 0, -6.7, 2.6, -4.11
33,Cincinnati,_________________________ 1 1 1, -1.3, -2.8, -4.12
34,Eastern Kentucky,___________________ 1 2 1, -1.7, -2.4, -4.12
35,Alabama,____________________________ 1 3 0, -3.7, -0.4, -4.12
36,Penn State Delco,___________________ 0 3 0, -4.3, -1.6, -5.96
37,Southern Indiana,___________________ 2 4 0, -2.3, -6.3, -8.59
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.
Maximum Goal Differential considered by the rankings for any one game is 7.
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:
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