Another Measurement of Schedule Difficulty

© Copyright 2011, Paul Kislanko

Last time I described a measurement based upon teams' ranks that could be used to order games by how "interesting" they are from the rankings' perspective. If we were to draw the interest curves for each rank and each possible opponents' rank the peaks would always come at the team's own rank.

Sample interest curves

For each team's rank, the maximum "interest value" occurs when their opponent has the same rank as them, so the set of all maxima is given by

( N + 1 - R)2

R
N+1 is just 121, so that is just (121 - R)2 ÷ R:
SOS Values by Rank

It strikes me that if the "interest factor" of all a team's games gives something of a relative SOS then we could define an absolute SOS just by averaging this function for all opponents' ranks.

Aside: When we have rating values to work with, there are much better approaches. Here we have only ranks as input and averaging ranks is not very illuminating.

Now, while I kinda like this, there's a bit of a problem. Giving a value of zero to games against unranked teams distorts the averages for non-conference SOS. One way to address that would be to include bye weeks in the average (and that thought is not indefensible, but there's no way - or too many ways - to assign bye weeks to "noncference" or "conference" schedule strength.)

So, instead of averaging them in, we'll just pretend that games against unranked teams are the same as bye weeks. As the season is played out, I'll average in the games that ranked teams lose to unranked teams.

Based upon 48 computer ratings as of today (3 Sep) - meaning I use the 25th-best ranking - here're the lists:

Non-Conference

ix Total Avg Rank Team Conf
1 5077.4 2538.70 73 Toledo MAC
2 8077.5 2019.38 38 Tulsa CUSA
3 4950.9 1650.32 9 LSU SEC
4 8194.5 1638.90 26 Nevada WAC
5 4710.5 1570.16 100 Kent State MAC
6 4665.2 1555.06 41 Penn State B10
7 3818.3 1272.75 13 Florida State ACC
8 4874.2 1218.55 111 North Texas SBC
9 3481.4 1160.47 33 Georgia SEC
10 3348.9 1116.31 101 UL Monroe SBC
11 2927.6 975.88 70 SMU CUSA
12 2709.3 903.11 82 Duke ACC
13 3549.7 887.42 109 Ball State MAC
14 1740.9 870.45 3 Oregon P12
15 4325.1 865.02 72 Fresno State WAC
16 771.0 770.99 30 Arizona State P12
17 1481.0 740.51 112 Western Kentucky SBC
18 1232.8 616.41 35 Arizona P12
19 3004.8 600.95 108 San Jose State WAC
20 1765.4 588.46 33 Miami-Florida ACC
21 1686.5 562.17 68 Colorado P12
22 1668.6 556.19 119 Akron MAC
23 1069.6 534.82 41 Oregon State P12
24 1560.0 520.00 40 Clemson ACC
25 1447.8 482.61 112 UL Lafayette SBC
ix Total Avg Rank Team Conf
26 1716.5 429.13 111 Florida Atlantic SBC
27 1688.2 422.04 79 East Carolina CUSA
28 419.9 419.94 28 Utah P12
29 1567.6 391.89 28 West Virginia BigE
30 1465.7 366.42 114 New Mexico MW
31 723.5 361.74 44 Washington P12
32 1079.8 359.95 4 Oklahoma B12
33 1037.9 345.97 17 Texas A&M B12
34 1032.1 344.04 100 Arkansas State SBC
35 656.7 328.34 95 Central Michigan MAC
36 1271.0 317.76 93 Marshall CUSA
37 1248.5 312.12 79 Troy SBC
38 920.6 306.87 50 Northern Illinois MAC
39 905.2 301.75 24 Florida SEC
40 1171.6 292.89 98 Utah State WAC
41 842.6 280.88 40 Maryland ACC
42 835.3 278.43 90 Idaho WAC
43 1066.7 266.67 32 Pittsburgh BigE
44 519.2 259.60 85 Wake Forest ACC
45 518.1 259.03 27 Michigan State B10
46 674.5 224.82 50 Boston College ACC
47 659.0 219.66 12 Arkansas SEC
48 860.8 215.19 95 UAB CUSA
49 643.0 214.32 97 Wyoming MW
50 611.5 203.85 36 Air Force MW
ix Total Avg Rank Team Conf
51 587.6 195.87 23 Southern California P12
52 751.4 187.86 50 South Florida BigE
53 725.2 181.29 75 Miami-Ohio MAC
54 530.2 176.72 5 Stanford P12
55 347.5 173.77 45 Texas Tech B12
56 520.5 173.51 80 Purdue B10
57 339.1 169.54 71 Iowa State B12
58 334.4 167.18 78 Temple MAC
59 828.0 165.60 4 Boise State MW
60 654.8 163.70 48 Michigan B10
61 314.8 157.42 109 Bowling Green MAC
62 304.2 152.12 17 Missouri B12
63 451.0 150.32 61 Syracuse BigE
64 449.6 149.87 106 UNLV MW
65 596.6 149.16 82 Louisiana Tech WAC
66 445.9 148.64 82 Minnesota B10
67 444.9 148.29 116 Buffalo MAC
68 267.1 133.56 117 Eastern Michigan MAC
69 393.3 131.11 10 Oklahoma State B12
70 256.9 128.46 13 Wisconsin B10
71 247.8 123.88 61 Georgia Tech ACC
72 239.1 119.54 58 Kansas State B12
73 337.3 112.44 79 Western Michigan MAC
74 410.1 102.52 62 Cincinnati BigE
75 302.8 100.92 44 Illinois B10
ix Total Avg Rank Team Conf
76 289.5 96.51 48 UCF CUSA
77 286.7 95.57 32 Iowa B10
78 273.6 91.20 19 South Carolina SEC
79 269.1 89.70 84 Rutgers BigE
80 159.8 79.92 92 Kansas B12
81 234.2 78.07 63 Louisville BigE
82 307.6 76.89 8 Ohio State B10
83 229.7 76.56 45 Texas B12
84 224.3 74.77 67 Mississippi SEC
85 443.0 73.83 117 New Mexico State WAC
86 213.5 71.18 6 TCU MW
87 282.0 70.49 96 Rice CUSA
88 352.4 70.48 53 Hawaii WAC
89 124.4 62.20 85 Washington State P12
90 174.0 58.01 17 Nebraska B10
91 170.3 56.77 12 Auburn SEC
92 169.1 56.37 64 UCLA P12
93 161.4 53.80 3 Alabama SEC
94 186.0 46.49 101 Middle Tenn State SBC
95 183.0 45.75 84 Florida Intl SBC
96 179.1 44.76 107 Tulane CUSA
97 132.4 44.15 58 Southern Miss CUSA
98 173.9 43.46 46 San Diego State MW
99 121.6 40.52 63 Northwestern B10
100 121.0 40.35 92 Vanderbilt SEC
ix Total Avg Rank Team Conf
101 104.1 34.70 98 UTEP CUSA
102 33.3 33.35 50 California P12
103 63.3 31.63 30 North Carolina State ACC
104 92.0 30.67 41 North Carolina ACC
105 91.5 30.49 76 Virginia ACC
106 60.5 30.26 63 Kentucky SEC
107 70.2 23.41 69 Houston CUSA
108 60.3 20.11 49 Tennessee SEC
109 66.9 16.72 52 Connecticut BigE
110 53.7 13.42 103 Colorado State MW
111 25.7 12.83 22 Mississippi State SEC
112 35.2 11.72 13 Virginia Tech ACC
113 28.9 9.62 88 Indiana B10
114 24.9 8.29 89 Ohio MAC
115 6.5 6.51 55 Baylor B12
116 8.4 4.19 117 Memphis CUSA

Overall

ix Total Avg Rank Team Conf
1 12692.5 1153.86 9 LSU SEC
2 9027.2 902.72 23 Mississippi State SEC
3 9911.1 901.01 35 Arizona P12
4 9507.2 864.29 41 Oregon State P12
5 9303.1 845.73 44 Washington P12
6 9062.2 823.84 68 Mississippi SEC
7 8988.3 817.12 24 Florida SEC
8 8914.8 810.44 12 Arkansas SEC
9 10497.0 807.46 67 Colorado P12
10 8828.7 802.61 11 Auburn SEC
11 8727.0 793.37 50 California P12
12 8535.0 775.91 85 Washington State P12
13 8505.4 773.22 56 Baylor B12
14 8312.4 755.67 49 Tennessee SEC
15 9016.3 751.36 25 Southern California P12
16 8263.8 751.26 41 Penn State B10
17 8357.4 696.45 26 Nevada WAC
18 8290.8 690.90 38 Tulsa CUSA
19 7436.9 676.08 114 New Mexico MW
20 6703.3 670.33 32 Arizona State P12
21 6608.7 660.87 97 Wyoming MW
22 7126.3 647.84 95 Vanderbilt SEC
23 6423.4 642.34 106 UNLV MW
24 6342.3 634.23 35 Air Force MW
25 6675.6 606.88 71 Iowa State B12
ix Total Avg Rank Team Conf
26 6591.0 599.18 45 Texas Tech B12
27 6530.4 593.67 58 Kansas State B12
28 6522.5 592.95 92 Kansas B12
29 6773.2 564.43 17 Texas A&M B12
30 6146.2 558.75 33 Georgia SEC
31 6024.9 547.72 103 Colorado State MW
32 6023.2 547.57 46 San Diego State MW
33 6011.3 546.48 17 Missouri B12
34 6469.0 539.08 45 Texas B12
35 5262.4 526.24 72 Toledo MAC
36 5710.0 519.09 3 Oregon P12
37 6216.3 518.02 5 Stanford P12
38 5078.4 461.67 82 Duke ACC
39 5532.8 461.07 10 Oklahoma State B12
40 4912.9 446.62 111 North Texas SBC
41 4883.2 443.93 100 Kent State MAC
42 4799.4 436.31 13 Florida State ACC
43 4609.1 419.01 3 Alabama SEC
44 4799.6 399.97 72 Fresno State WAC
45 4231.2 384.66 40 Clemson ACC
46 4078.7 370.80 34 Miami-Florida ACC
47 4444.7 370.39 21 Notre Dame ND
48 4055.0 368.63 6 TCU MW
49 4053.4 368.49 27 Michigan State B10
50 4350.6 362.55 65 UCLA P12
ix Total Avg Rank Team Conf
51 4029.4 335.78 4 Oklahoma B12
52 3655.4 332.31 80 Purdue B10
53 3578.6 325.33 19 South Carolina SEC
54 3577.9 325.27 17 Nebraska B10
55 3200.4 320.04 63 Kentucky SEC
56 3156.0 315.60 13 Wisconsin B10
57 3152.6 315.26 86 Wake Forest ACC
58 3460.8 314.62 88 Indiana B10
59 3748.9 312.41 109 Ball State MAC
60 3401.5 309.23 100 UL Monroe SBC
61 3652.5 304.37 48 Michigan B10
62 3345.0 304.09 71 SMU CUSA
63 3294.6 299.51 51 Boston College ACC
64 3515.0 292.92 108 San Jose State WAC
65 3136.8 285.16 44 Illinois B10
66 3099.1 281.74 39 BYU Ind
67 3379.2 281.60 4 Boise State MW
68 2825.4 256.86 85 Minnesota B10
69 2784.0 253.09 77 Virginia ACC
70 2563.2 233.02 40 Maryland ACC
71 2171.5 217.15 61 Georgia Tech ACC
72 2595.5 216.29 8 Ohio State B10
73 2183.4 198.49 28 West Virginia BigE
74 1746.1 174.61 26 Utah P12
75 1631.2 163.12 30 North Carolina State ACC
ix Total Avg Rank Team Conf
76 1786.1 162.38 98 Utah State WAC
77 1934.2 161.19 79 East Carolina CUSA
78 1767.8 160.71 41 North Carolina ACC
79 1759.4 159.95 119 Akron MAC
80 1755.7 159.61 63 Northwestern B10
81 1748.2 158.93 32 Pittsburgh BigE
82 1881.9 156.82 111 Florida Atlantic SBC
83 1541.6 154.16 112 Western Kentucky SBC
84 1619.8 147.25 32 Iowa B10
85 1704.8 142.07 93 Marshall CUSA
86 1530.0 139.09 50 South Florida BigE
87 1504.2 136.75 113 UL Lafayette SBC
88 1331.5 133.15 88 Idaho WAC
89 1416.5 128.78 52 Navy Ind
90 1269.8 126.98 61 Syracuse BigE
91 1182.9 118.29 85 Rutgers BigE
92 1286.5 116.96 65 Cincinnati BigE
93 1106.6 110.66 63 Louisville BigE
94 1285.4 107.12 78 Troy SBC
95 1267.2 105.60 96 UAB CUSA
96 1084.7 98.61 100 Arkansas State SBC
97 1058.0 96.18 82 Louisiana Tech WAC
98 990.8 90.07 50 Northern Illinois MAC
99 830.6 83.06 95 Central Michigan MAC
100 898.0 81.64 52 Connecticut BigE
ix Total Avg Rank Team Conf
101 950.1 73.08 117 New Mexico State WAC
102 790.9 71.90 13 Virginia Tech ACC
103 810.8 67.57 75 Miami-Ohio MAC
104 773.4 64.45 52 Hawaii WAC
105 657.1 59.74 86 Army Ind
106 614.2 55.83 48 UCF CUSA
107 611.9 55.63 116 Buffalo MAC
108 539.4 53.94 109 Bowling Green MAC
109 568.6 51.69 97 UTEP CUSA
110 619.0 51.58 99 Rice CUSA
111 509.6 46.33 79 Western Michigan MAC
112 436.7 43.67 117 Eastern Michigan MAC
113 414.7 41.47 78 Temple MAC
114 478.9 39.90 106 Tulane CUSA
115 334.4 30.40 69 Houston CUSA
116 329.7 29.97 58 Southern Miss CUSA
117 267.3 26.73 117 Memphis CUSA
118 221.7 20.15 83 Florida Intl SBC
119 239.0 19.91 101 Middle Tenn State SBC
120 90.1 8.20 89 Ohio MAC