Tuesday, September 27, 2016

Reports Summary: Games Through September 25 (Week 6)

I just have published a series of posts below this one.  If you scroll down through them, they'll hopefully be in a logical order.  Here's what they are, in the order in which you'll see them as you go down through them:

Weekly RPI Report: Games Through September 25

This report shows teams' actual ARPI ratings and ranks.  I've included only the top 148 teams, for a simple reason:  Based on the last 9 years' experience, no team ranked poorer than #148 has gotten an at large selection or seed in the NCAA Tournament.  At the RPI for Division I Women's Soccer website, however, I've posted a full RPI report covering all teams and games through September 25, so if you want more detail or all the teams, you can go there to see the full report.  It's at the bottom of the RPI: This Year's Reports page, in the form of a downloadable Excel file.

For this week's RPI report, based on the last 9 years' experience with the NCAA Tournament, teams have the following tournament possibilities based on their rankings:

#1 Seed possible:  #28 or better
#2 Seed possible:  #42 or better
#3 Seed possible:  #85 or better
#4 Seed possible:  #85 or better

At Large Selection bubble:  #17 through #148  (Better than #17 should get selections; poorer than #148 should not get selections.)

My ratings and ranks are slightly different than the NCAA's.  This is because my data include the 9/18 game of UNC Asheville (H) 4 v Alabama A&M 1, whereas the NCAA's data, at this point, do not include that game.  In addition, my data include the 8/23 game of USC Upstate (H) 0 v Winthrop 1, whereas the NCAA's RPI data incorrectly identify the score as 0-0.  The NCAA is aware of these issues, so perhaps they will make corrections.

Notwithstanding these differences, I am confident that the NCAA has not made any changes in its adjustment bonus and penalty system since last year.  I satisfied myself on this by temporarily changing the data I mentioned in the preceding paragraph to match the NCAA's and then re-computing teams ratings and rankings.  I then matched these with the NCAA's ratings published at the NCAA's RPI Archive and found that my ratings, using last year's adjustment bonus and penalty system, match the NCAA's current ratings.  This means that the NCAA is using last year's system.

2016 Season Simulation: Week 6 Update

This report is a continuation of the simulations I've published previously this year.  This week's update is a hybrid of all games actually played through September 25 plus all games not yet played with simulated results.  It shows teams' simulated end-of-season (including conference tournaments) ARPI ratings, rankings, and win-loss-tie records.

2016 NCAA Bracket Simulation: Week 6 Update

This report is my results after plugging the Season Simulation numbers into my system for identifying what the Women's Soccer Committee will do, if it makes decisions consistent with the ones it's made over the last 9 years.  In looking at this report, the numbers in the left hand column represent the simulated decisions:

1 = #1 seed
2 = #2 seed
3 = #3 seed
4 = #4 seed
5 = unseeded automatically qualifying conference champions
6 = unseeded at large selections
7 = next teams in line

It's important to note that no team ranked more poorly than #57 has gotten an at large selection over the last 9 years, so my simulation abides by that.

2016 Season Simulation: How Teams Have Progressed, Through September 25

This report shows teams' weekly simulated rankings, starting with their pre-season simulated rankings, followed by their weekly updated simulated rankings as the season has progressed.  In the right-hand column of the report, you'll see the cumulative change from a team's pre-season simulated ranking to its currently simulated ranking.  This column shows which teams have performed as expected and which teams have performed better or worse than expected.

In addition, by reviewing a team's simulated rank as it's moved through the season, you may be able to guess whether a team's rank appears to have stabilized after some initial change or whether it appears still to be on the move.

Weekly RPI Report, Games Through August 25 (Top 148 Teams)

Unadjusted RPI Rank Adjusted RPI Rank Adjusted NCRPI Rank Team Conference Wins Losses Ties
1 1 1 Stanford PacTwelve 8 0 1
2 2 2 Georgetown BigEast 8 1 1
3 3 5 BYU WestCoast 9 1 0
4 4 3 SouthCarolinaU SEC 10 0 1
5 5 6 WestVirginiaU BigTwelve 8 1 1
6 6 11 OklahomaU BigTwelve 9 2 1
7 7 15 FloridaState ACC 8 1 1
9 8 9 VirginiaU ACC 8 2 1
8 9 16 ArkansasU SEC 11 1 0
10 10 4 FloridaU SEC 7 3 0
14 11 12 UCLA PacTwelve 7 2 0
11 12 18 Duke ACC 7 2 2
12 13 8 Rutgers BigTen 7 1 2
13 14 19 Clemson ACC 8 2 1
15 15 10 NebraskaU BigTen 8 4 0
19 16 17 SouthernCalifornia PacTwelve 7 2 0
16 17 14 NorthCarolinaU ACC 6 2 2
18 18 13 NotreDame ACC 7 1 3
17 19 24 PennState BigTen 7 2 2
20 20 22 Auburn SEC 7 4 0
21 21 7 OhioState BigTen 7 4 1
22 22 20 UtahU PacTwelve 6 2 1
24 23 25 MinnesotaU BigTen 9 2 1
23 24 21 OregonU PacTwelve 6 3 1
25 25 47 NCState ACC 8 3 0
26 26 23 SouthFlorida American 8 0 0
28 27 39 CaliforniaU PacTwelve 8 2 0
27 28 74 MichiganU BigTen 7 1 1
29 29 28 SantaClara WestCoast 3 4 3
30 30 34 TexasTech BigTwelve 8 2 2
33 31 30 IowaState BigTwelve 7 3 0
31 32 26 NorthwesternU BigTen 10 1 0
32 33 29 Princeton Ivy 7 1 1
34 34 40 Pepperdine WestCoast 5 3 2
36 35 63 KansasU BigTwelve 6 3 2
35 36 50 SouthAlabama SunBelt 8 2 1
37 37 45 MissouriU SEC 8 3 0
38 38 46 LoyolaMarymount WestCoast 5 2 3
42 39 33 Marquette BigEast 4 5 2
40 40 71 Louisville ACC 7 2 2
44 41 49 SMU American 6 3 0
39 42 66 ColoradoU PacTwelve 7 3 0
41 43 43 TCU BigTwelve 8 1 1
43 44 38 ArizonaU PacTwelve 5 3 1
45 45 31 KentuckyU SEC 4 5 2
46 46 51 ConnecticutU American 8 2 0
51 47 44 OregonState PacTwelve 5 3 2
48 48 36 CentralMichigan MidAmerican 9 1 0
47 49 68 Providence BigEast 6 3 2
50 50 32 WakeForest ACC 8 3 0
49 51 77 AlabamaU SEC 7 3 1
53 52 41 WashingtonState PacTwelve 5 3 1
52 53 57 GeorgeMason AtlanticTen 6 3 0
55 54 58 BallState MidAmerican 7 2 1
54 55 56 TexasU BigTwelve 6 4 1
56 56 60 PortlandU WestCoast 6 2 2
59 57 61 SanDiegoU WestCoast 5 4 1
58 58 62 Memphis American 6 2 1
63 59 42 VirginiaTech ACC 8 4 0
61 60 64 UCSantaBarbara BigWest 9 1 1
57 61 35 TexasA&M SEC 7 4 0
60 62 67 HawaiiU BigWest 7 1 1
62 63 100 KentState MidAmerican 6 1 0
64 64 48 MississippiU SEC 6 6 0
65 65 69 StJosephs AtlanticTen 7 1 1
66 66 70 UCF American 5 4 0
68 67 81 Harvard Ivy 6 3 0
67 68 72 UNCWilmington Colonial 6 2 2
71 69 52 BostonCollege ACC 9 2 1
69 70 65 LSU SEC 6 6 0
72 71 53 Samford Southern 5 3 2
70 72 73 MichiganState BigTen 4 5 1
73 73 27 MississippiState SEC 5 6 0
74 74 55 WisconsinU BigTen 4 4 4
80 75 75 WashingtonU PacTwelve 5 4 1
75 76 147 MiamiFL ACC 7 4 0
77 77 82 IndianaU BigTen 5 6 1
76 78 78 UtahState MountainWest 6 4 0
78 79 126 Vanderbilt SEC 7 4 0
79 80 90 Creighton BigEast 6 1 2
82 81 79 LongBeachState BigWest 4 5 1
85 82 37 IowaU BigTen 6 6 0
81 83 54 Bucknell Patriot 8 0 1
83 84 59 StephenFAustin Southland 6 2 0
88 85 87 Lipscomb AtlanticSun 7 3 1
89 86 84 GeorgeWashington AtlanticTen 6 3 0
84 87 80 EasternKentucky OhioValley 7 2 0
87 88 101 NorthTexas ConferenceUSA 7 3 1
86 89 85 Syracuse ACC 7 3 2
94 90 88 UtahValley WAC 5 3 1
90 91 104 Rider MetroAtlantic 5 2 2
92 92 89 Tulsa American 4 5 1
91 93 123 Brown Ivy 5 1 3
93 94 97 HighPoint BigSouth 5 4 1
95 95 95 EasternWashington BigSky 8 1 1
96 96 94 StLouis AtlanticTen 7 2 0
97 97 109 StJohns BigEast 6 1 3
98 98 132 TennesseeU SEC 6 5 0
101 99 116 Baylor BigTwelve 8 3 1
100 100 129 Rice ConferenceUSA 4 3 1
99 101 134 WesternKentucky ConferenceUSA 7 3 0
102 102 96 UNLV MountainWest 8 3 0
103 103 156 SanDiegoState MountainWest 4 5 0
104 104 98 MassachusettsU AtlanticTen 2 4 1
105 105 99 Fordham AtlanticTen 5 3 1
106 106 92 Dartmouth Ivy 6 3 0
107 107 143 Furman Southern 7 1 1
110 108 76 GeorgiaU SEC 3 7 1
109 109 91 OklahomaState BigTwelve 5 5 2
112 110 108 WesternMichigan MidAmerican 7 3 0
108 111 103 Cincinnati American 7 2 1
111 112 86 UTEP ConferenceUSA 7 2 2
113 113 106 Towson Colonial 4 7 1
115 114 107 SanFrancisco WestCoast 4 6 0
116 115 124 CollegeofCharleston Colonial 7 3 1
114 116 139 Yale Ivy 4 3 3
117 117 110 Charlotte ConferenceUSA 6 4 0
118 118 155 LouisianaMonroe SunBelt 6 4 1
119 119 142 DePaul BigEast 4 4 2
120 120 140 Monmouth MetroAtlantic 4 4 1
125 121 114 CalStateNorthridge BigWest 5 2 4
122 122 112 Butler BigEast 8 2 1
124 123 118 UCIrvine BigWest 8 4 0
121 124 83 Drake MissouriValley 8 2 1
123 125 190 SanJoseState MountainWest 5 2 3
126 126 105 AirForce MountainWest 5 3 1
129 127 153 Colgate Patriot 4 3 3
127 128 102 Northeastern Colonial 6 5 1
128 129 125 SouthDakotaState Summit 5 4 1
130 130 130 OldDominion ConferenceUSA 3 7 0
131 131 93 Lehigh Patriot 7 1 1
132 132 111 William&Mary Colonial 7 4 0
133 133 122 CentralArkansas Southland 8 3 0
135 134 135 FloridaGulfCoast AtlanticSun 6 4 0
138 135 136 Gonzaga WestCoast 4 3 2
134 136 151 LoyolaMD Patriot 5 2 2
141 137 138 Seattle WAC 4 5 1
136 138 117 Elon Colonial 5 5 1
137 139 127 ColoradoCollege MountainWest 5 5 0
139 140 167 Milwaukee Horizon 6 3 2
140 141 128 Navy Patriot 4 7 1
142 142 144 NorthDakotaState Summit 4 5 0
144 143 141 SetonHall BigEast 4 4 1
148 144 146 Pittsburgh ACC 1 9 1
145 145 120 GeorgiaSouthern SunBelt 4 6 1
147 146 157 CoastalCarolina SunBelt 5 4 1
149 147 152 ArizonaState PacTwelve 5 3 1
146 148 173 MarylandU BigTen 3 7 1

2016 Season Simulation: Week 6 Update

Team Conference Adjusted RPI ARPI Rank Total Wins Total Losses Total Ties
WestVirginiaU BigTwelve 0.7275 1 19 1 1
Stanford PacTwelve 0.7268 2 17 0 2
Georgetown BigEast 0.7091 3 19 1 0
Clemson ACC 0.6879 4 16 2 3
Duke ACC 0.6872 5 14 3 4
FloridaU SEC 0.6863 6 17 3 0
SouthernCalifornia PacTwelve 0.6744 7 16 2 1
BYU WestCoast 0.6718 8 18 1 0
UCLA PacTwelve 0.6701 9 13 4 2
ConnecticutU American 0.6599 10 20 2 0
FloridaState ACC 0.6587 11 15 3 1
SouthCarolinaU SEC 0.6503 12 15 3 2
VirginiaU ACC 0.6478 13 14 5 1
Rice ConferenceUSA 0.6394 14 15 3 1
Rutgers BigTen 0.6373 15 13 3 4
PennState BigTen 0.6371 16 13 5 3
MinnesotaU BigTen 0.6364 17 17 2 3
Auburn SEC 0.6359 18 11 6 3
OklahomaState BigTwelve 0.6355 19 15 5 2
Memphis American 0.6341 20 14 4 3
WisconsinU BigTen 0.6340 21 13 3 5
TexasA&M SEC 0.6302 22 15 5 1
OklahomaU BigTwelve 0.6254 23 11 6 3
CaliforniaU PacTwelve 0.6251 24 15 4 1
BostonCollege ACC 0.6247 25 13 3 4
SouthAlabama SunBelt 0.6220 26 18 2 1
NorthCarolinaU ACC 0.6205 27 10 5 3
TexasTech BigTwelve 0.6186 28 12 5 3
Princeton Ivy 0.6181 29 13 2 2
KentState MidAmerican 0.6181 30 18 1 0
VirginiaTech ACC 0.6175 31 14 6 0
Harvard Ivy 0.6168 32 12 3 1
LongBeachState BigWest 0.6147 33 14 5 1
NebraskaU BigTen 0.6143 34 13 7 0
OhioState BigTen 0.6119 35 10 7 3
UCF American 0.6112 36 13 5 2
WashingtonState PacTwelve 0.6092 37 11 7 1
Samford Southern 0.6070 38 14 2 4
SantaClara WestCoast 0.6064 39 10 6 3
GeorgeWashington AtlanticTen 0.6048 40 15 3 3
StJosephs AtlanticTen 0.6020 41 16 2 4
Pepperdine WestCoast 0.5993 42 13 4 2
LSU SEC 0.5978 43 12 6 2
IowaState BigTwelve 0.5965 44 9 8 2
ArizonaU PacTwelve 0.5964 45 10 6 3
Drake MissouriValley 0.5937 46 16 2 2
GeorgiaU SEC 0.5937 47 8 9 2
KentuckyU SEC 0.5935 48 7 6 6
Marquette BigEast 0.5893 49 11 7 3
BallState MidAmerican 0.5889 50 17 4 1
WakeForest ACC 0.5881 51 12 7 0
StJohns BigEast 0.5870 52 12 4 4
SanDiegoState MountainWest 0.5858 53 15 5 0
UtahU PacTwelve 0.5857 54 9 8 2
ArkansasU SEC 0.5785 55 10 7 2
TCU BigTwelve 0.5756 56 11 5 2
Northeastern Colonial 0.5752 57 14 6 1
NorthTexas ConferenceUSA 0.5752 58 16 4 2
Baylor BigTwelve 0.5736 59 10 7 3
SoutheastMissouriState OhioValley 0.5733 60 16 2 1
HighPoint BigSouth 0.5732 61 16 4 1
NotreDame ACC 0.5732 62 8 7 3
Butler BigEast 0.5690 63 16 4 1
Tulsa American 0.5687 64 11 9 1
PortlandU WestCoast 0.5685 65 12 5 2
WesternKentucky ConferenceUSA 0.5678 66 14 5 1
WashingtonU PacTwelve 0.5665 67 9 9 2
TexasU BigTwelve 0.5626 68 9 8 2
UCSantaBarbara BigWest 0.5606 69 16 4 1
MichiganU BigTen 0.5604 70 9 4 5
Providence BigEast 0.5586 71 10 9 1
GeorgeMason AtlanticTen 0.5580 72 13 6 2
UtahState MountainWest 0.5580 73 12 6 2
Louisville ACC 0.5567 74 8 6 4
AlabamaU SEC 0.5559 75 9 7 4
Milwaukee Horizon 0.5556 76 15 3 2
MississippiU SEC 0.5540 77 7 9 3
Dayton AtlanticTen 0.5526 78 15 5 1
Seattle WAC 0.5512 79 13 5 2
Cincinnati American 0.5503 80 10 7 3
KansasU BigTwelve 0.5501 81 6 10 2
Rider MetroAtlantic 0.5496 82 14 2 3
Buffalo MidAmerican 0.5487 83 12 6 3
NCState ACC 0.5486 84 7 10 1
StephenFAustin Southland 0.5481 85 15 3 0
CentralMichigan MidAmerican 0.5479 86 15 4 1
OregonU PacTwelve 0.5472 87 7 11 2
FloridaGulfCoast AtlanticSun 0.5465 88 14 4 1
NorthwesternU BigTen 0.5460 89 12 5 2
Liberty BigSouth 0.5450 90 14 7 0
CoastalCarolina SunBelt 0.5448 91 13 6 2
Fordham AtlanticTen 0.5447 92 11 8 1
IdahoU BigSky 0.5425 93 14 3 3
ArizonaState PacTwelve 0.5424 94 7 9 3
William&Mary Colonial 0.5417 95 12 6 2
MissouriU SEC 0.5417 96 11 8 1
Furman Southern 0.5417 97 13 1 5
UNCWilmington Colonial 0.5415 98 9 4 6
WyomingU MountainWest 0.5412 99 14 7 1
SanDiegoU WestCoast 0.5400 100 8 8 3
Bucknell Patriot 0.5393 101 12 4 3
BostonU Patriot 0.5370 102 10 10 1
WesternMichigan MidAmerican 0.5364 103 13 6 2
TennesseeU SEC 0.5363 104 9 11 0
OregonState PacTwelve 0.5353 105 6 10 4
Syracuse ACC 0.5353 106 8 9 2
SouthFlorida American 0.5331 107 9 6 3
Lipscomb AtlanticSun 0.5319 108 13 5 1
Hofstra Colonial 0.5305 109 9 6 3
UTEP ConferenceUSA 0.5299 110 11 5 6
Colgate Patriot 0.5298 111 10 5 4
CalStateNorthridge BigWest 0.5282 112 8 6 6
Yale Ivy 0.5278 113 6 5 5
MiamiFL ACC 0.5271 114 8 9 1
CalPoly BigWest 0.5269 115 9 8 3
SMU American 0.5264 116 8 10 1
NorthDakotaState Summit 0.5255 117 12 5 2
LaSalle AtlanticTen 0.5253 118 7 7 5
Columbia Ivy 0.5252 119 7 5 5
JamesMadison Colonial 0.5231 120 10 10 0
Charlotte ConferenceUSA 0.5221 121 9 8 2
Albany AmericaEast 0.5215 122 11 7 1
DePaul BigEast 0.5210 123 7 10 2
LoyolaMarymount WestCoast 0.5206 124 6 11 2
Navy Patriot 0.5205 125 12 9 2
AustinPeay OhioValley 0.5205 126 12 6 3
MontanaU BigSky 0.5203 127 12 5 4
EasternWashington BigSky 0.5202 128 13 4 3
IowaU BigTen 0.5199 129 10 8 1
OldDominion ConferenceUSA 0.5199 130 7 10 2
Duquesne AtlanticTen 0.5186 131 10 7 3
DelawareU Colonial 0.5183 132 6 11 3
Brown Ivy 0.5182 133 7 4 5
Hartford AmericaEast 0.5167 134 12 5 2
Troy SunBelt 0.5159 135 9 7 5
FloridaAtlantic ConferenceUSA 0.5152 136 10 8 2
Denver Summit 0.5149 137 11 7 2
UALR SunBelt 0.5146 138 10 8 2
Siena MetroAtlantic 0.5140 139 11 5 5
Monmouth MetroAtlantic 0.5122 140 12 5 2
Towson Colonial 0.5119 141 5 11 3
SanFrancisco WestCoast 0.5112 142 8 10 1
NewHampshireU AmericaEast 0.5110 143 9 7 3
Vanderbilt SEC 0.5102 144 6 11 1
SanJoseState MountainWest 0.5100 145 8 6 6
Creighton BigEast 0.5093 146 7 7 3
Richmond AtlanticTen 0.5086 147 10 9 1
Elon Colonial 0.5079 148 9 9 2
AbileneChristian Southland 0.5066 149 11 8 2
Dartmouth Ivy 0.5060 150 8 8 0
Gonzaga WestCoast 0.5058 151 6 9 3
Cornell Ivy 0.5056 152 4 9 3
UNCGreensboro Southern 0.5053 153 8 10 3
HawaiiU BigWest 0.5053 154 9 7 1
VermontU AmericaEast 0.5045 155 10 7 2
EastCarolina American 0.5044 156 7 10 2
IndianaU BigTen 0.5041 157 4 12 3
SouthDakotaState Summit 0.5033 158 11 7 1
MississippiState SEC 0.5030 159 5 13 0
NorthernIllinois MidAmerican 0.5024 160 7 9 3
UMKC WAC 0.5013 161 11 7 3
ColoradoCollege MountainWest 0.5001 162 9 9 2
LoyolaMD Patriot 0.5001 163 7 5 5
UCIrvine BigWest 0.5000 164 11 7 2
Purdue BigTen 0.4998 165 4 11 2
AppalachianState SunBelt 0.4987 166 7 9 3
MurrayState OhioValley 0.4987 167 8 6 4
Villanova BigEast 0.4969 168 4 13 1
CalStateFullerton BigWest 0.4968 169 8 10 1
ColoradoU PacTwelve 0.4965 170 7 13 0
BoiseState MountainWest 0.4937 171 6 9 7
StLouis AtlanticTen 0.4928 172 10 9 0
MichiganState BigTen 0.4925 173 6 11 1
StFrancis Northeast 0.4924 174 12 9 0
GeorgiaState SunBelt 0.4922 175 6 7 5
GrandCanyon WAC 0.4915 176 10 9 1
Morehead OhioValley 0.4914 177 10 9 2
SetonHall BigEast 0.4912 178 5 11 1
Marshall ConferenceUSA 0.4896 179 5 6 6
UtahValley WAC 0.4894 180 10 8 2
EastTennesseeState Southern 0.4891 181 12 5 3
NorthernKentucky Horizon 0.4883 182 12 6 1
Xavier BigEast 0.4883 183 7 11 1
PennsylvaniaU Ivy 0.4882 184 8 5 3
LouisianaLafayette SunBelt 0.4863 185 10 8 2
NorthernColorado BigSky 0.4857 186 11 8 1
NewMexicoU MountainWest 0.4838 187 7 7 5
SacramentoState BigSky 0.4835 188 9 6 4
LouisianaTech ConferenceUSA 0.4834 189 13 6 2
Drexel Colonial 0.4825 190 7 9 2
CentralConnecticut Northeast 0.4816 191 10 10 1
OralRoberts Summit 0.4812 192 8 9 3
FresnoState MountainWest 0.4811 193 8 8 3
BowlingGreen MidAmerican 0.4803 194 9 9 2
Mercer Southern 0.4796 195 8 8 3
SELouisiana Southland 0.4790 196 11 8 2
StMarys WestCoast 0.4782 197 3 12 5
Manhattan MetroAtlantic 0.4782 198 10 9 0
HoustonBaptist Southland 0.4781 199 11 8 1
Longwood BigSouth 0.4778 200 9 9 2
KennesawState AtlanticSun 0.4762 201 10 7 2
TexasState SunBelt 0.4750 202 8 8 3
Campbell BigSouth 0.4741 203 11 7 2
IllinoisChicago Horizon 0.4737 204 10 7 3
CentralArkansas Southland 0.4698 205 11 7 2
CollegeofCharleston Colonial 0.4694 206 7 10 2
Belmont OhioValley 0.4688 207 5 10 4
IUPUI Summit 0.4685 208 9 8 2
JacksonvilleU AtlanticSun 0.4677 209 6 9 1
MiamiOH MidAmerican 0.4676 210 5 11 3
EasternKentucky OhioValley 0.4669 211 8 8 1
UMBC AmericaEast 0.4665 212 7 9 2
MassachusettsU AtlanticTen 0.4651 213 4 11 2
Pittsburgh ACC 0.4643 214 1 15 2
IllinoisState MissouriValley 0.4638 215 11 8 2
TennesseeMartin OhioValley 0.4635 216 7 9 3
NevadaU MountainWest 0.4628 217 7 10 1
RhodeIslandU AtlanticTen 0.4620 218 4 10 4
Howard Southwestern 0.4598 219 12 6 3
LouisianaMonroe SunBelt 0.4593 220 6 11 1
UCRiverside BigWest 0.4585 221 4 11 4
TennesseeTech OhioValley 0.4576 222 8 9 2
StonyBrook AmericaEast 0.4574 223 6 10 4
UNLV MountainWest 0.4573 224 8 11 1
Valparaiso Horizon 0.4564 225 10 10 0
MarylandU BigTen 0.4545 226 3 14 2
IllinoisU BigTen 0.4532 227 4 14 1
Radford BigSouth 0.4530 228 7 7 2
FIU ConferenceUSA 0.4528 229 3 10 4
UTSA ConferenceUSA 0.4509 230 5 13 1
LoyolaChicago MissouriValley 0.4509 231 7 10 2
Lafayette Patriot 0.4503 232 6 8 4
Toledo MidAmerican 0.4486 233 6 11 2
GeorgiaSouthern SunBelt 0.4470 234 4 10 3
Houston American 0.4468 235 6 9 1
MiddleTennessee ConferenceUSA 0.4460 236 4 11 2
Lehigh Patriot 0.4459 237 7 9 1
VCU AtlanticTen 0.4448 238 5 13 1
AirForce MountainWest 0.4446 239 6 9 3
SouthernUtah BigSky 0.4446 240 5 10 2
NorthFlorida AtlanticSun 0.4415 241 6 8 2
Army Patriot 0.4412 242 5 11 2
Pacific WestCoast 0.4407 243 1 14 2
UCDavis BigWest 0.4396 244 3 12 3
MissouriState MissouriValley 0.4393 245 5 10 3
Marist MetroAtlantic 0.4390 246 9 9 1
CharlestonSouthern BigSouth 0.4384 247 6 10 2
Quinnipiac MetroAtlantic 0.4375 248 8 8 2
Davidson AtlanticTen 0.4372 249 4 13 2
McNeeseState Southland 0.4371 250 9 9 1
Evansville MissouriValley 0.4362 251 5 11 3
MaineU AmericaEast 0.4352 252 6 8 1
Akron MidAmerican 0.4349 253 5 12 2
SouthernMississippi ConferenceUSA 0.4340 254 6 10 0
OhioU MidAmerican 0.4335 255 3 14 1
ArkansasState SunBelt 0.4323 256 2 11 3
CalStateBakersfield WAC 0.4314 257 6 13 1
WeberState BigSky 0.4297 258 5 11 1
Stetson AtlanticSun 0.4290 259 4 9 3
NorthwesternState Southland 0.4261 260 6 10 1
Binghamton AmericaEast 0.4260 261 5 10 3
AlabamaState Southwestern 0.4259 262 8 8 4
EasternMichigan MidAmerican 0.4251 263 3 14 2
NorthernArizona BigSky 0.4241 264 6 11 2
Chattanooga Southern 0.4210 265 4 14 2
JacksonvilleState OhioValley 0.4210 266 4 13 2
MississippiValley Southwestern 0.4205 267 8 7 2
SouthDakotaU Summit 0.4200 268 5 13 1
StBonaventure AtlanticTen 0.4199 269 3 14 2
Oakland Horizon 0.4193 270 6 11 1
UAB ConferenceUSA 0.4171 271 3 13 1
Temple American 0.4165 272 3 16 0
Citadel Southern 0.4151 273 7 12 0
NJIT AtlanticSun 0.4135 274 6 10 2
YoungstownState Horizon 0.4130 275 6 11 1
ClevelandState Horizon 0.4116 276 7 10 0
WrightState Horizon 0.4102 277 3 13 2
SIUEdwardsville OhioValley 0.4093 278 4 10 4
JacksonState Southwestern 0.4093 279 8 7 3
IncarnateWord Southland 0.4092 280 4 11 2
PortlandState BigSky 0.4084 281 5 13 0
WesternCarolina Southern 0.4083 282 5 14 0
UMassLowell AmericaEast 0.4073 283 3 11 3
American Patriot 0.4072 284 3 14 2
UNOmaha Summit 0.4057 285 4 12 3
KansasState Independent 0.4052 286 2 11 3
LongIsland Northeast 0.4036 287 5 12 1
TexasSouthern Southwestern 0.4030 288 5 8 2
UNCAsheville BigSouth 0.4029 289 8 12 0
FairleighDickinson Northeast 0.4012 290 2 13 4
Fairfield MetroAtlantic 0.4002 291 4 14 0
Bryant Northeast 0.3991 292 7 9 2
GardnerWebb BigSouth 0.3977 293 3 12 5
ColoradoState MountainWest 0.3976 294 2 15 2
VMI Southern 0.3928 295 5 13 1
IndianaState MissouriValley 0.3922 296 4 13 1
Winthrop BigSouth 0.3911 297 3 11 3
SacredHeart Northeast 0.3896 298 5 8 5
Wofford Southern 0.3893 299 5 14 0
UNI MissouriValley 0.3890 300 4 10 2
Detroit Horizon 0.3885 301 4 11 1
SamHoustonState Southland 0.3876 302 3 13 3
IPFW Summit 0.3872 303 3 14 1
Canisius MetroAtlantic 0.3863 304 4 12 0
Wagner Northeast 0.3861 305 7 12 0
MountStMary Northeast 0.3852 306 5 10 3
NorthDakotaU BigSky 0.3849 307 2 13 3
Lamar Southland 0.3825 308 3 14 2
Niagara MetroAtlantic 0.3798 309 4 10 2
TexasRGV WAC 0.3757 310 7 9 1
Presbyterian BigSouth 0.3756 311 2 13 2
NichollsState Southland 0.3737 312 4 11 1
Iona MetroAtlantic 0.3698 313 2 14 2
WesternIllinois Summit 0.3663 314 2 13 2
IdahoState BigSky 0.3653 315 2 17 0
ArkansasPineBluff Southwestern 0.3592 316 3 11 1
AlabamaA&M Southwestern 0.3584 317 4 13 1
PrairieViewA&M Southwestern 0.3583 318 4 11 1
EasternIllinois OhioValley 0.3581 319 3 14 0
HolyCross Patriot 0.3559 320 1 16 0
SouthCarolinaState Independent 0.3495 321 3 11 1
NewMexicoState WAC 0.3463 322 2 15 1
RobertMorris Northeast 0.3457 323 2 14 2
GreenBay Horizon 0.3391 324 0 15 1
TexasCorpusChristi Southland 0.3329 325 1 17 0
USCUpstate AtlanticSun 0.3275 326 0 15 2
AlcornState Southwestern 0.3122 327 2 9 0
ChicagoState WAC 0.3085 328 0 15 1
StPeters MetroAtlantic 0.3051 329 1 14 1
DelawareState Independent 0.3013 330 2 13 0
SouthernU Southwestern 0.3003 331 2 14 0
Hampton Independent 0.2823 332 2 5 1
Grambling Southwestern 0.2648 333 0 12 0