WAB 1/19: SVP Edition

Here’s Scott Van Pelt talking about the RPI:

http://www.espn.com/video/clip?id=18499351&sf51519821=1

It’s truth from beginning to end. He’s right that the KenPom’s, Sagarin’s predictor, and the BPI are all predictive models. He’s also right that wins matter. After all, you play to win the game. He’s also right that the RPI is garbage. It is effectively a measure of strength of schedule, which inherently favors teams which have scheduling power. Finally, he brings up the point that to move up in the KenPom’s, you need to beat your expectations. That’s completely true. Same for Sagarin predictor, and presumably for the BPI as well. That’s why I’m skeptical that we want to invite the 36 best at large teams. I think we want to invite the 36 best at-large teams, because we want the results to matter. Seeding however, may be another issue, because we also want the individual brackets to be fair. Still, we’re getting ahead of ourselves. First things first, death to the RPI!

The reason I created WAB (Wins-Above-Bubble) was to have an unbiased evaluation of each teams’ resume. I want to balance the teams who have eaten cupcakes at home vs. the teams that have gone on the road to face quality teams. WAB is straightforward in that respect. It solves for how many teams an average bubble team would have against your schedule, and compares it to how many you actually have. I’m adding a few columns today. I’m including the average Pythag, computed from the KenPoms, Sagarin predictor, and BPI. I’m also including WAM, which is the Wins-Above-Mean for the KenPom, Sagarin, and BPI slates. I didn’t have enough room to do the three individual columns in addition. I prefer to think of it as Wins-Above-Mediocrity.

Some notes: Creighton and Butler are playing above their heads. So is Maryland. It’s amusing to compare Maryland’s resume to West Virginia’s, especially given their respective Pythag’s. USC and Purdue are in the same boat. Similar resumes, but different expectations going forward. Iowa St. and Valpo are another odd couple. We’ll see if they have comparable resumes in a few weeks.

I want to go off on a bit of a tangent here. You know what columns you’ll never see here? Wins against top 1-50, or whatever. Arbitrary cutoffs are absurd on their face. If you want to know how much an individual win should be valued, solve for it! You can use any rating system and baseline you want, but get the actual answer, don’t bundle and guess.

One final note: WAB and WAM are both counting stats. Teams that have played more games have an edge in WAM, which makes me skeptical as to its value. North Carolina has played 3 more games than Gonzaga. My guess is if we controlled for the number of games, WAM would be more useful.

Rank School WAB-KP WAB-Sag WAB-BPI WAB-Avg Pythag WAM-Avg
1 Villanova 5.56 5.65 5.71 5.64 0.9672 11.21
2 Baylor 5.25 5.44 5.55 5.41 0.9408 10.02
3 Kansas 5.17 5.41 5.24 5.27 0.9543 10.76
4 Creighton 4.69 4.72 4.61 4.67 0.9180 9.84
5 Butler 4.36 4.47 4.51 4.45 0.9186 10.04
6 Gonzaga 4.44 4.41 4.45 4.43 0.9489 8.95
7 UCLA 4.15 4.4 4.07 4.21 0.9369 9.14
8 North Carolina 3.99 4.1 4.49 4.19 0.9638 9.85
9 Louisville 3.77 3.99 4.22 3.99 0.9490 8.81
10 Florida St. 3.8 3.83 4.14 3.92 0.9206 8.86
11 Notre Dame 3.64 3.65 3.83 3.71 0.9149 8.06
12 Kentucky 3.58 3.81 3.68 3.69 0.9683 8.97
13 Wisconsin 2.89 3.29 3.42 3.20 0.9388 7.39
14 Virginia 3.03 3.05 3.22 3.10 0.9565 7.78
15 Florida 2.93 2.89 2.98 2.93 0.9350 8.40
16 Cincinnati 2.74 2.81 2.97 2.84 0.9250 7.72
17 Arizona 2.92 2.99 2.47 2.79 0.9240 8.33
18 Oregon 2.23 2.46 2.24 2.31 0.9299 7.41
19 Maryland 2.13 2.32 2.42 2.29 0.8144 7.32
20 South Carolina 2.13 2.19 2.12 2.15 0.8675 7.52
21 West Virginia 2.01 2.05 1.84 1.97 0.9668 6.12
22 Duke 1.77 1.76 1.9 1.81 0.9511 6.42
23 Minnesota 1.73 1.78 1.85 1.79 0.8471 7.39
24 USC 1.7 1.8 1.51 1.67 0.7916 7.10
25 Purdue 1.61 1.7 1.69 1.67 0.9394 6.66
26 Saint Mary’s 1.65 1.64 1.57 1.62 0.9090 6.20
27 TCU 1.54 1.74 1.49 1.59 0.8639 6.26
28 Xavier 1.55 1.61 1.48 1.55 0.8906 6.90
29 UNC Wilmington 1.36 1.27 1.5 1.38 0.8124 6.56
30 Northwestern 1.37 1.39 1.13 1.30 0.8627 6.35
31 Arkansas 1.02 1.06 1.04 1.04 0.8241 5.92
32 Virginia Tech 0.64 0.94 1.16 0.91 0.8141 5.35
33 Texas Tech 0.84 0.94 0.9 0.89 0.8675 4.78
34 Nevada 0.83 0.89 0.77 0.83 0.7813 6.62
35 Middle Tennessee 0.68 0.61 0.8 0.70 0.7800 6.27
36 SMU 0.58 0.71 0.62 0.64 0.8811 5.95
37 Kansas St. 0.6 0.71 0.53 0.61 0.8724 5.00
38 Clemson 0.64 0.59 0.54 0.59 0.8812 5.18
39 Dayton 0.44 0.34 0.46 0.41 0.8542 5.65
40 Wichita St. 0.41 0.54 0.17 0.37 0.8976 5.47
41 Iowa St. 0.22 0.28 0.05 0.18 0.9097 4.25
42 Valparaiso 0.01 0.13 0.36 0.17 0.6594 4.63
43 Akron 0.14 0.05 0.22 0.14 0.7037 4.15
44 Michigan St. 0.13 0.13 0.12 0.13 0.8329 5.09
45 Seton Hall 0.09 0.11 0.15 0.12 0.8012 4.68
46 Illinois St. -0.02 0.08 0.11 0.06 0.8324 6.12
47 New Mexico St. 0.1 0.13 -0.07 0.05 0.6536 4.37
48 Wake Forest 0.09 -0.1 0.15 0.05 0.8382 4.63
49 Miami FL -0.4 -0.19 0.02 -0.19 0.8743 4.22
50 Indiana -0.28 -0.25 -0.12 -0.22 0.9016 3.93
51 California -0.34 -0.33 -0.29 -0.32 0.8216 4.39
52 Georgia -0.36 -0.37 -0.25 -0.33 0.8092 4.80
53 Marquette -0.43 -0.29 -0.28 -0.33 0.8563 4.10
54 Pittsburgh -0.49 -0.44 -0.15 -0.36 0.7768 5.30
55 UCF -0.53 -0.47 -0.39 -0.46 0.7749 3.86
56 College of Charleston -0.52 -0.6 -0.35 -0.49 0.6731 4.73
57 Chattanooga -0.51 -0.71 -0.52 -0.58 0.7444 3.68
58 Monmouth -0.59 -0.69 -0.64 -0.64 0.6767 4.34
59 Florida Gulf Coast -0.66 -0.89 -0.38 -0.64 0.6597 3.67
60 Vermont -0.64 -0.87 -0.58 -0.70 0.7444 4.65
61 Illinois -0.97 -0.71 -0.41 -0.70 0.7427 4.44
62 UT Arlington -0.75 -0.88 -0.56 -0.73 0.6936 4.01
63 Oklahoma St. -0.95 -0.7 -0.81 -0.82 0.8435 3.15
64 VCU -0.79 -0.93 -0.77 -0.83 0.8088 5.16
65 Belmont -0.92 -0.93 -0.66 -0.84 0.6664 3.13
66 Auburn -0.96 -0.76 -0.92 -0.88 0.6966 4.23
67 Providence -0.99 -0.86 -0.85 -0.90 0.7694 4.55
68 Utah -0.95 -0.88 -0.91 -0.91 0.8291 3.19
69 Houston -1 -0.96 -0.83 -0.93 0.8502 4.20
70 Ohio St. -1.01 -1.03 -0.83 -0.96 0.8078 3.82
71 La Salle -1.05 -1.09 -0.75 -0.96 0.6796 3.24
72 East Tennessee St. -0.98 -1.1 -0.94 -1.01 0.7659 3.03
73 Michigan -1.03 -1 -1.17 -1.07 0.8433 3.90
74 Georgia Tech -1.32 -1.26 -1.02 -1.20 0.6410 3.26
75 North Carolina St. -1.26 -1.28 -1.07 -1.20 0.7584 4.01
76 Mississippi -1.09 -1.17 -1.42 -1.23 0.6936 3.95
77 Winthrop -1.25 -1.35 -1.09 -1.23 0.5804 2.05
78 Rhode Island -1.33 -1.3 -1.11 -1.25 0.8307 3.22
79 Mississippi St. -1.44 -1.41 -1.44 -1.43 0.7081 3.02
80 Memphis -1.31 -1.34 -1.66 -1.44 0.6948 3.27
81 Alabama -1.51 -1.46 -1.47 -1.48 0.7780 3.21
82 Fort Wayne -1.55 -1.55 -1.55 -1.55 0.6579 2.08
83 UNC Greensboro -1.63 -1.85 -1.57 -1.68 0.5393 2.29
84 Arkansas St. -1.78 -1.97 -1.73 -1.83 0.6023 3.24
85 Nebraska -1.98 -1.87 -1.74 -1.86 0.6794 2.72
86 Iowa -2 -1.83 -1.81 -1.88 0.6954 2.62
87 Tennessee -1.8 -1.9 -2.06 -1.92 0.7716 2.47
88 Bucknell -1.93 -2.06 -1.79 -1.93 0.6293 3.59
89 UNC Asheville -1.93 -2.1 -1.8 -1.94 0.6231 2.41
90 Stanford -2.06 -2.04 -1.95 -2.02 0.6248 2.59
91 Oakland -2.06 -2.03 -2.1 -2.06 0.6672 2.26
92 Penn St. -2.32 -2.09 -2.07 -2.16 0.7247 3.38
93 Boise St. -2.17 -2.14 -2.22 -2.18 0.6813 2.69
94 Oklahoma -2.21 -2.16 -2.24 -2.20 0.7848 1.93
95 Yale -2.29 -2.27 -2.07 -2.21 0.6596 1.49
96 Tennessee St. -2.41 -2.37 -2.03 -2.27 0.5571 2.04
97 Northeastern -2.42 -2.45 -2.19 -2.35 0.6573 2.87
98 Eastern Michigan -2.46 -2.47 -2.15 -2.36 0.6632 1.67
99 BYU -2.4 -2.42 -2.4 -2.41 0.7688 2.87
100 Harvard -2.48 -2.48 -2.41 -2.46 0.5985 0.97
101 Richmond -2.48 -2.48 -2.45 -2.47 0.6419 2.66
102 Georgia Southern -2.57 -2.78 -2.06 -2.47 0.5913 2.12
103 Massachusetts -2.59 -2.62 -2.42 -2.54 0.6482 2.93
104 Princeton -2.63 -2.71 -2.31 -2.55 0.7283 1.70
105 St. Bonaventure -2.57 -2.71 -2.41 -2.56 0.7015 2.52
106 Tulsa -2.56 -2.48 -2.86 -2.63 0.5897 2.34
107 Texas Southern -2.55 -2.8 -2.64 -2.66 0.4992 1.77
108 Ohio -2.66 -2.77 -2.58 -2.67 0.6652 1.32
109 Georgetown -2.76 -2.63 -2.63 -2.67 0.7846 2.75
110 North Dakota St. -2.74 -2.84 -2.63 -2.74 0.5166 1.92
111 UAB -2.68 -2.74 -2.83 -2.75 0.5887 1.68
112 George Mason -2.88 -2.76 -2.63 -2.76 0.5661 2.01
113 Davidson -2.79 -2.8 -2.68 -2.76 0.7381 1.44
114 Syracuse -2.81 -2.77 -2.73 -2.77 0.8357 2.36
115 Samford -2.74 -2.96 -2.68 -2.79 0.4958 1.12
116 Rutgers -2.91 -2.8 -2.89 -2.87 0.5728 1.28
117 Texas A&M -2.87 -2.88 -2.92 -2.89 0.7494 1.23
118 Temple -2.95 -2.93 -2.81 -2.90 0.6681 2.50
119 Wyoming -2.99 -2.93 -2.82 -2.91 0.5542 2.24
120 Grand Canyon -3.03 -3.06 -2.95 -3.01 0.4384 0.48
121 San Francisco -2.9 -3.07 -3.14 -3.04 0.5590 1.54
122 Sam Houston St. -2.97 -3.1 -3.07 -3.05 0.3855 0.50
123 San Diego St. -3.04 -3 -3.23 -3.09 0.7599 1.50
124 Louisiana Tech -3.06 -3.19 -3.13 -3.13 0.6963 0.19
125 Arizona St. -3.17 -3.08 -3.2 -3.15 0.5591 1.52
126 New Mexico -3.07 -3.12 -3.27 -3.15 0.6540 1.97
127 Georgia St. -3.29 -3.37 -2.9 -3.19 0.5209 1.04
128 Louisiana Lafayette -3.06 -3.29 -3.26 -3.20 0.6283 0.96
129 Rice -3.19 -3.27 -3.21 -3.22 0.5884 0.80
130 Canisius -3.23 -3.37 -3.13 -3.24 0.5215 2.11
131 Old Dominion -3.3 -3.35 -3.13 -3.26 0.5717 1.76
132 Fresno St. -3.44 -3.35 -3.21 -3.33 0.5893 1.36
133 William & Mary -3.43 -3.56 -3.06 -3.35 0.5113 0.18
134 Marshall -3.4 -3.54 -3.18 -3.37 0.6072 1.63
135 Loyola Chicago -3.43 -3.34 -3.39 -3.39 0.6451 1.82
136 Eastern Washington -3.4 -3.35 -3.47 -3.41 0.3740 0.79
137 Colorado -3.51 -3.24 -3.49 -3.41 0.7096 1.66
138 LSU -3.53 -3.38 -3.35 -3.42 0.5286 1.96
139 UMBC -3.52 -3.63 -3.38 -3.51 0.4158 0.38
140 Green Bay -3.53 -3.6 -3.43 -3.52 0.4749 0.85
141 Vanderbilt -3.52 -3.73 -3.73 -3.66 0.7480 1.83
142 New Hampshire -3.74 -3.82 -3.46 -3.67 0.4504 0.25
143 Cal St. Bakersfield -3.73 -3.77 -3.59 -3.70 0.5882 0.00
144 Weber St. -3.71 -3.61 -3.8 -3.71 0.5962 0.28
145 North Carolina Central -3.73 -3.7 -3.72 -3.72 0.5320 0.06
146 Missouri St. -3.68 -3.66 -3.84 -3.73 0.6308 1.63
147 Northern Illinois -3.98 -3.9 -3.88 -3.92 0.4808 -0.01
148 Wright St. -3.99 -3.98 -3.83 -3.93 0.4321 1.16
149 New Orleans -3.9 -3.89 -4.03 -3.94 0.3202 -0.43
150 Ball St. -4 -3.97 -3.88 -3.95 0.4931 -0.28
151 George Washington -4.01 -3.98 -3.93 -3.97 0.5020 1.52
152 Northern Kentucky -4.06 -4.03 -3.88 -3.99 0.4750 0.19
153 Saint Joseph’s -4.15 -4.17 -3.93 -4.08 0.5775 1.10
154 Nebraska Omaha -4.1 -4.13 -4.04 -4.09 0.4763 1.41
155 Iona -4.28 -4.34 -3.68 -4.10 0.5720 1.36
156 Lehigh -4.04 -4.24 -4.04 -4.11 0.6517 0.98
157 Tennessee Martin -4.04 -4.17 -4.22 -4.14 0.3623 0.33
158 Central Michigan -4.36 -4.38 -3.96 -4.23 0.4712 0.49
159 UC Irvine -4.38 -4.39 -4.07 -4.28 0.5548 0.60
160 Washington -4.31 -4.24 -4.39 -4.31 0.6205 0.02
161 Jacksonville St. -4.28 -4.44 -4.24 -4.32 0.4397 0.59
162 Texas A&M Corpus Chris -4.27 -4.36 -4.51 -4.38 0.3193 -1.48
163 Portland St. -4.38 -4.38 -4.41 -4.39 0.4122 -1.05
164 Loyola Marymount -4.43 -4.44 -4.39 -4.42 0.4825 -0.06
165 Penn -4.53 -4.59 -4.22 -4.45 0.4952 -0.92
166 Furman -4.46 -4.69 -4.29 -4.48 0.5539 0.04
167 Texas -4.54 -4.41 -4.53 -4.49 0.7533 0.39
168 Colorado St. -4.53 -4.43 -4.77 -4.58 0.5329 0.25
169 Little Rock -4.59 -4.68 -4.47 -4.58 0.4120 -0.70
170 Columbia -4.61 -4.66 -4.51 -4.59 0.4149 -1.31
171 LIU Brooklyn -4.64 -4.78 -4.61 -4.68 0.3029 -0.65
172 Washington St. -4.67 -4.58 -4.78 -4.68 0.3404 -0.20
173 Boston College -4.93 -4.79 -4.45 -4.72 0.5056 0.06
174 Toledo -4.7 -4.87 -4.64 -4.74 0.5706 0.22
175 Brown -4.84 -4.9 -4.56 -4.77 0.2943 -1.42
176 St. John’s -4.9 -4.75 -4.74 -4.80 0.6434 0.29
177 North Dakota -4.89 -4.92 -4.71 -4.84 0.4176 -0.99
178 San Jose St. -4.86 -4.89 -4.79 -4.85 0.3558 -0.68
179 Southern Illinois -4.81 -4.86 -4.98 -4.88 0.5070 0.12
180 Connecticut -5.12 -4.79 -4.75 -4.89 0.6765 0.34
181 Portland -4.92 -4.94 -4.83 -4.90 0.3741 -0.72
182 Saint Peter’s -4.97 -5.07 -4.76 -4.93 0.4932 -0.36
183 Houston Baptist -5.04 -5.02 -5.03 -5.03 0.3232 -1.77
184 Gardner Webb -4.98 -5.17 -5.06 -5.07 0.3912 -1.35
185 Denver -5.18 -5.24 -5.08 -5.17 0.4886 -0.15
186 USC Upstate -5.24 -5.33 -5 -5.19 0.3203 -1.08
187 Utah St. -5.3 -5.18 -5.11 -5.20 0.5032 -0.47
188 Rider -5.33 -5.37 -4.91 -5.20 0.3851 -0.10
189 Albany -5.17 -5.32 -5.15 -5.21 0.5366 -0.52
190 Nicholls St. -5.2 -5.3 -5.15 -5.22 0.1870 -1.31
191 Jacksonville -5.26 -5.34 -5.13 -5.24 0.3491 -1.61
192 South Dakota -5.24 -5.29 -5.34 -5.29 0.4696 0.37
193 Elon -5.43 -5.42 -5.04 -5.30 0.5239 -0.41
194 Charlotte -5.35 -5.42 -5.14 -5.30 0.3580 -1.20
195 Coastal Carolina -5.31 -5.51 -5.1 -5.31 0.4016 -0.72
196 Montana -5.4 -5.34 -5.21 -5.32 0.5233 -0.31
197 Radford -5.44 -5.59 -5 -5.34 0.2419 -1.54
198 Loyola MD -5.34 -5.46 -5.27 -5.36 0.2940 -0.85
199 San Diego -5.38 -5.38 -5.33 -5.36 0.3515 -1.35
200 Texas St. -5.41 -5.5 -5.18 -5.36 0.3587 -1.69
201 UC Davis -5.43 -5.41 -5.32 -5.39 0.3909 -0.76
202 Buffalo -5.56 -5.56 -5.1 -5.41 0.4995 -0.77
203 Stony Brook -5.42 -5.56 -5.26 -5.41 0.3741 -0.51
204 UNLV -5.55 -5.37 -5.38 -5.43 0.3950 -0.57
205 Towson -5.45 -5.63 -5.32 -5.47 0.5377 -0.13
206 East Carolina -5.49 -5.6 -5.36 -5.48 0.4202 -1.20
207 Lamar -5.51 -5.52 -5.65 -5.56 0.3071 -2.28
208 Fairfield -5.67 -5.74 -5.41 -5.61 0.4200 -0.82
209 Holy Cross -5.59 -5.74 -5.5 -5.61 0.4026 -0.08
210 Southeastern Louisiana -5.59 -5.64 -5.65 -5.63 0.3365 -1.76
211 Santa Clara -5.71 -5.64 -5.87 -5.74 0.5244 -0.96
212 Boston University -5.87 -5.87 -5.52 -5.75 0.5069 -0.94
213 Evansville -5.74 -5.8 -5.81 -5.78 0.4865 -1.00
214 Liberty -5.95 -6.04 -5.48 -5.82 0.3478 -1.66
215 Northern Iowa -5.84 -5.67 -5.98 -5.83 0.5436 -0.65
216 Utah Valley -5.8 -5.77 -5.93 -5.83 0.3681 -1.98
217 Illinois Chicago -5.93 -5.88 -6.08 -5.96 0.3982 -1.53
218 Murray St. -5.92 -6.02 -6.04 -5.99 0.4925 -0.99
219 Troy -6.11 -6.21 -5.77 -6.03 0.4891 -1.35
220 Stephen F. Austin -5.94 -5.98 -6.19 -6.04 0.3350 -3.01
221 Northern Colorado -6.13 -6.21 -6.19 -6.18 0.3086 -2.26
222 Hawaii -6.27 -6.27 -6.22 -6.25 0.3829 -2.65
223 Duquesne -6.29 -6.29 -6.2 -6.26 0.3953 -1.78
224 DePaul -6.3 -6.24 -6.25 -6.26 0.4417 -1.35
225 Campbell -6.27 -6.37 -6.17 -6.27 0.2516 -2.91
226 Seattle -6.33 -6.27 -6.27 -6.29 0.2227 -3.08
227 Hofstra -6.29 -6.47 -6.15 -6.30 0.4796 -1.36
228 Western Kentucky -6.39 -6.34 -6.25 -6.33 0.3712 -1.09
229 Western Michigan -6.46 -6.41 -6.15 -6.34 0.4035 -1.97
230 Fairleigh Dickinson -6.44 -6.45 -6.22 -6.37 0.2996 -1.93
231 South Carolina St. -6.38 -6.48 -6.38 -6.41 0.1096 -3.00
232 Appalachian St. -6.5 -6.54 -6.2 -6.41 0.3391 -2.76
233 IUPUI -6.43 -6.47 -6.37 -6.42 0.4771 -1.51
234 Mount St. Mary’s -6.46 -6.5 -6.36 -6.44 0.3680 -1.67
235 Kent St. -6.47 -6.46 -6.41 -6.45 0.4966 -1.92
236 Mercer -6.51 -6.73 -6.2 -6.48 0.4519 -1.08
237 NJIT -6.53 -6.58 -6.48 -6.53 0.3647 -2.21
238 UTSA -6.59 -6.56 -6.56 -6.57 0.2343 -2.71
239 Northwestern St. -6.56 -6.47 -6.73 -6.59 0.1945 -3.40
240 South Alabama -6.64 -6.82 -6.5 -6.65 0.3553 -2.24
241 UMKC -6.71 -6.69 -6.64 -6.68 0.2759 -2.39
242 Pacific -6.81 -6.75 -6.71 -6.76 0.3646 -2.27
243 Siena -6.83 -7.1 -6.48 -6.80 0.4886 -1.14
244 Wagner -6.85 -6.86 -6.72 -6.81 0.3586 -3.14
245 Lipscomb -6.91 -6.95 -6.58 -6.81 0.4312 -2.24
246 Wofford -6.8 -7.06 -6.94 -6.93 0.4726 -2.38
247 Abilene Christian -6.98 -7.05 -6.99 -7.01 0.1945 -3.73
248 Idaho -7.09 -7.07 -7.02 -7.06 0.2950 -3.11
249 Eastern Illinois -7.14 -7.11 -6.94 -7.06 0.4177 -2.62
250 High Point -7.12 -7.27 -6.91 -7.10 0.2380 -3.58
251 Air Force -7.15 -7.11 -7.07 -7.11 0.4084 -2.27
252 The Citadel -7.07 -7.36 -7.05 -7.16 0.1963 -2.70
253 Long Beach St. -7.41 -7.2 -6.87 -7.16 0.3337 -2.65
254 Fordham -7.34 -7.37 -7.17 -7.29 0.3853 -1.97
255 Morehead St. -7.39 -7.41 -7.2 -7.33 0.4198 -2.68
256 Binghamton -7.41 -7.55 -7.21 -7.39 0.2328 -3.20
257 Incarnate Word -7.33 -7.35 -7.5 -7.39 0.1850 -3.90
258 Miami OH -7.55 -7.53 -7.16 -7.41 0.2698 -3.10
259 South Florida -7.38 -7.44 -7.48 -7.43 0.2808 -3.09
260 Indiana St. -7.46 -7.33 -7.56 -7.45 0.4582 -1.61
261 Navy -7.47 -7.71 -7.31 -7.50 0.3745 -2.40
262 McNeese St. -7.57 -7.63 -7.49 -7.56 0.1645 -3.87
263 Cal St. Northridge -7.76 -7.58 -7.62 -7.65 0.3129 -3.37
264 Morgan St. -7.7 -7.67 -7.61 -7.66 0.1389 -4.07
265 Bowling Green -7.75 -7.79 -7.6 -7.71 0.3178 -3.28
266 Bradley -7.75 -7.73 -7.66 -7.71 0.3200 -1.81
267 Missouri -7.77 -7.76 -7.65 -7.73 0.4605 -3.32
268 Western Illinois -7.77 -7.81 -7.61 -7.73 0.2671 -3.81
269 Quinnipiac -7.7 -7.92 -7.66 -7.76 0.3225 -2.75
270 Longwood -7.82 -7.92 -7.65 -7.80 0.0954 -4.10
271 Savannah St. -7.92 -7.84 -7.86 -7.87 0.1140 -4.30
272 Army -7.97 -8.08 -7.81 -7.95 0.3524 -3.68
273 UC Riverside -8.01 -7.95 -8.01 -7.99 0.2369 -3.93
274 Western Carolina -8.01 -8.25 -7.76 -8.01 0.1465 -3.35
275 Alcorn St. -7.97 -8.02 -8.18 -8.06 0.1424 -4.27
276 St. Francis PA -8.1 -8.1 -8 -8.07 0.2762 -4.02
277 Southern -8.05 -8.17 -8.08 -8.10 0.2430 -4.59
278 Drexel -8.13 -8.25 -7.98 -8.12 0.3631 -2.97
279 Cal St. Fullerton -8.27 -8.18 -8.11 -8.19 0.2200 -4.25
280 Eastern Kentucky -8.27 -8.34 -8 -8.20 0.2568 -3.29
281 North Texas -8.14 -8.29 -8.22 -8.22 0.2253 -4.09
282 UC Santa Barbara -8.26 -8.28 -8.11 -8.22 0.2332 -4.26
283 Manhattan -8.36 -8.45 -8.25 -8.35 0.3077 -3.64
284 VMI -8.32 -8.48 -8.28 -8.36 0.1360 -5.22
285 Cleveland St. -8.4 -8.39 -8.29 -8.36 0.3413 -3.27
286 Cornell -8.48 -8.49 -8.14 -8.37 0.2771 -4.12
287 Hampton -8.43 -8.59 -8.16 -8.39 0.1692 -4.55
288 UMass Lowell -8.51 -8.52 -8.16 -8.40 0.2836 -4.10
289 Sacred Heart -8.5 -8.54 -8.3 -8.45 0.1836 -4.08
290 North Florida -8.66 -8.58 -8.2 -8.48 0.2794 -3.23
291 Oral Roberts -8.54 -8.52 -8.48 -8.51 0.3641 -3.01
292 Delaware -8.55 -8.7 -8.52 -8.59 0.2191 -3.44
293 Florida Atlantic -8.76 -8.74 -8.29 -8.60 0.2689 -5.08
294 Dartmouth -8.64 -8.73 -8.47 -8.61 0.2158 -4.99
295 Louisiana Monroe -8.59 -8.74 -8.55 -8.63 0.2676 -4.41
296 Charleston Southern -8.7 -8.82 -8.64 -8.72 0.1996 -5.36
297 Jackson St. -8.7 -8.84 -8.75 -8.76 0.1827 -5.02
298 Saint Louis -8.85 -8.83 -8.63 -8.77 0.1993 -3.39
299 Sacramento St. -8.75 -8.76 -8.84 -8.78 0.1658 -4.77
300 Prairie View A&M -8.75 -8.86 -8.78 -8.80 0.1594 -4.59
301 Youngstown St. -8.92 -8.9 -8.75 -8.86 0.2082 -3.76
302 Austin Peay -9.08 -9.02 -8.61 -8.90 0.2263 -3.79
303 Robert Morris -8.88 -9.02 -8.84 -8.91 0.2356 -3.92
304 Kennesaw St. -8.97 -9.05 -8.72 -8.91 0.2469 -4.37
305 Norfolk St. -9.04 -9.08 -9.04 -9.05 0.1690 -5.04
306 Marist -9.13 -9.26 -8.88 -9.09 0.2192 -3.90
307 Southern Miss -9.24 -9.22 -9.04 -9.17 0.1200 -5.33
308 UT Rio Grande Valley -9.14 -9.14 -9.23 -9.17 0.2184 -4.57
309 Stetson -9.31 -9.32 -8.98 -9.20 0.1574 -4.94
310 Grambling St. -9.25 -9.31 -9.1 -9.22 0.0887 -5.78
311 Lafayette -9.32 -9.39 -9.11 -9.27 0.1071 -5.15
312 South Dakota St. -9.34 -9.3 -9.35 -9.33 0.3251 -3.72
313 American -9.3 -9.42 -9.29 -9.34 0.2321 -5.39
314 Pepperdine -9.45 -9.49 -9.08 -9.34 0.2335 -4.32
315 Tulane -9.34 -9.31 -9.52 -9.39 0.2700 -4.42
316 Maryland Eastern Shore -9.58 -9.47 -9.29 -9.45 0.1643 -4.77
317 Howard -9.65 -9.49 -9.32 -9.49 0.1164 -5.15
318 Montana St. -9.47 -9.59 -9.5 -9.52 0.3019 -5.03
319 Southeast Missouri St. -9.67 -9.65 -9.53 -9.62 0.2800 -4.86
320 Drake -9.77 -9.61 -9.76 -9.71 0.3183 -5.03
321 Cal Poly -9.78 -9.63 -9.83 -9.75 0.1921 -4.90
322 Detroit -9.74 -9.81 -9.71 -9.75 0.2545 -4.50
323 Oregon St. -10.1 -9.9 -9.77 -9.92 0.2866 -5.46
324 Delaware St. -10.04 -10.07 -9.74 -9.95 0.1177 -5.25
325 Bryant -9.98 -10.1 -9.94 -10.01 0.2483 -5.59
326 Idaho St. -10.08 -9.97 -9.99 -10.01 0.1575 -5.77
327 Tennessee Tech -10.02 -10.12 -9.92 -10.02 0.2750 -5.51
328 Central Arkansas -10.02 -10.08 -10.12 -10.07 0.1816 -4.84
329 Chicago St. -10.16 -10.13 -10.09 -10.13 0.1328 -4.88
330 James Madison -10.1 -10.31 -10.03 -10.15 0.3438 -4.45
331 Alabama St. -10.14 -10.26 -10.08 -10.16 0.1006 -6.48
332 Hartford -10.27 -10.36 -9.96 -10.20 0.1528 -5.48
333 Mississippi Valley St. -10.33 -10.17 -10.14 -10.21 0.0842 -6.21
334 UTEP -10.35 -10.38 -10.32 -10.35 0.1984 -6.38
335 Presbyterian -10.43 -10.63 -10.24 -10.43 0.0643 -6.27
336 Milwaukee -10.52 -10.54 -10.54 -10.53 0.2567 -4.68
337 Coppin St. -10.59 -10.51 -10.54 -10.55 0.0659 -5.80
338 SIU Edwardsville -11 -10.88 -10.55 -10.81 0.1640 -6.38
339 Maine -11.25 -11.39 -10.92 -11.19 0.1398 -6.41
340 Colgate -11.58 -11.61 -11.3 -11.50 0.2539 -6.26
341 Niagara -11.53 -11.64 -11.43 -11.53 0.2538 -6.27
342 FIU -11.59 -11.76 -11.41 -11.59 0.2426 -7.47
343 Bethune Cookman -11.65 -11.76 -11.72 -11.71 0.0862 -7.95
344 St. Francis NY -11.75 -11.86 -11.58 -11.73 0.1100 -7.63
345 Southern Utah -11.79 -11.78 -11.73 -11.77 0.1603 -7.28
346 Florida A&M -11.85 -11.93 -11.75 -11.84 0.0708 -8.59
347 Northern Arizona -11.94 -11.89 -11.82 -11.88 0.1303 -7.29
348 Arkansas Pine Bluff -12.16 -12.12 -11.81 -12.03 0.0758 -7.27
349 Central Connecticut -12.71 -12.73 -12.49 -12.64 0.0878 -8.44
350 Alabama A&M -12.89 -12.86 -12.7 -12.82 0.0389 -8.79
351 North Carolina A&T -14.3 -14.37 -14.02 -14.23 0.0801 -10.15
Advertisements

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out / Change )

Twitter picture

You are commenting using your Twitter account. Log Out / Change )

Facebook photo

You are commenting using your Facebook account. Log Out / Change )

Google+ photo

You are commenting using your Google+ account. Log Out / Change )

Connecting to %s

%d bloggers like this: