Tuesday, September 25, 2018

2018 RPI REPORT 9.24.2018

The table below shows teams' Adjusted RPI ratings and ranks, and other details, based on all games played through Sunday, September 23, 2018.

Differences from NCAA Rankings.  If you compare these ranks to those the NCAA has published, you will see that there are some differences.  Nevertheless, these ratings and ranks are correct.  There are a couple of data-related reasons for the differences:

First, the NCAA's data at the time the NCAA produced its ratings and ranks are missing two games:

9/23 Duquesne v Dayton @ Duquesne

9/23 Towson v William & Mary @ Towson

Since all of the teams' ratings are interrelated, not having the data from these games affects virtually all teams' ratings and ranks.  My data, and the data at All White Kit's 2018 College Women's Soccer Schedule website, include these games.  This accounts for most of the differences.

The NCAA's not having these games in its data as of the time it published this week's ratings is due to the schools not having entered the results into the NCAA's data base by the deadline for having them included.  Hopefully the schools are getting the message that they need to get their game results into the system in a timely fashion.

Second, the NCAA's game location data for these three games are incorrect:

8/17 Loyola Marymount v Bowling Green @ Hawaii -- the NCAA incorrectly has this as a home game for Loyola Marymount

8/19 Loyola Marymount v Texas A&M @ Hawaii -- the NCAA again incorrectly has this as a home game for Loyola Marymount

8.24 Lipscomn v Ohio @ Vanderbilt -- the NCAA incorrectly has this as a home game for Lipscomb

The game location errors are due to the schools having incorrectly reported the game locations to the NCAA.  Typically this happens when there is a tournament.  For  game where both teams are at a neutral site, for box score purposes one team is designated as the home team and the other the away team.  When the school's responsible person enters the game data into the NCAA's system, the person includes these home/away designations and the game shows up in the NCAA's data base as a home/away game when it really was a neutral site game.  This is a problem because it can affect bonus and penalty adjustments.  I've advised the NCAA staff of these errors and expect to see correct game locations next week.

Third, the NCAA has what I consider to be a slight problem in its programming related to the award of bonus adjustments.  Among the adjustments, there are bonuses for wins and ties against teams ranked 80 or better by the Unadjusted RPI.  The NCAA's system currently shows three teams with rankings exactly at #80 -- Dayton, Villanova, and DePaul -- and gives bonuses for wins and ties against all three of them.  When looking at the Unadjusted RPI ratings for the three teams, they are identical when their ratings are rounded off to four decimal places.  Computations of the Unadjusted RPI to more decimal places, however, show that these three teams actually have different ratings and the true #80, for the games in the NCAA's data base, is Dayton.  The NCAA's system thus is awarding bonuses for wins and ties against Villanova and DePaul when it shouldn't be.  Ultimately, I anticipate these problems will disappear, as by the end of the season it is very unlikely that this problem will occur right at a bonus (or penalty) adjustment limit.

The table below does not have these problems and thus should be exactly correct for all games played through Sunday, September 23.

Historic Ranges for Seeds and At Large Selections.  This is the first week in which I'm including color coded columns to show teams that are in the historic ranges of possible seeds and at large selections for the NCAA Tournament.  These are based on data from the last eleven years, 2007 through 2017.  For at large selections, those data indicate that all teams currently ranked #10 or better will get at large selections.  These are, however, simply historic ranges so there is no guarantee they will hold true this year.




2018 SIMULATED ARPI RANKS 9.24.2018

The table below shows teams' simulated ARPI ranks and related data based on actual game results through Sunday, September 23, and simulated results of all games yet to be played, including conference tournament games.  This week's simulation has significant differences from the previous weeks' simulations.  This is because, at this stage in the season, I convert from using assigned pre-season ratings for simulating the results of future games to using teams' actual current ARPI ratings for simulating those results.  I make the shift now because this is the stage of the season at which actual current ARPI ratings are more consistent with game results than are the assigned pre-season ratings.

Even with the shift to using current ARPI ratings to simulate future game results, you should take the simulation with a big grain of salt.  We are only about half way through the season, and things can change, sometimes dramatically.

Team Conference Total Wins Total Losses Total Ties RPI Element 1 RPI Element 2 RPI Element 3 Adjusted RPI 2015 BPs NC ARPI Rank 2015 BPs NC
AbileneChristian Southland 13 4 3 0.7250 0.5152 0.4971 0.5631 74
AirForce MountainWest 3 7 7 0.3824 0.5059 0.4851 0.4698 206
Akron MidAmerican 5 11 3 0.3421 0.4295 0.4703 0.4159 271
AlabamaA&M Southwestern 3 13 1 0.2059 0.3953 0.4204 0.3490 323
AlabamaState Southwestern 8 6 4 0.5556 0.4591 0.4367 0.4776 198
AlabamaU SEC 10 9 2 0.5238 0.5977 0.5673 0.5759 60
Albany AmericaEast 13 5 3 0.6905 0.4879 0.4828 0.5399 106
AlcornState Southwestern 0 13 0 0.0000 0.3511 0.4121 0.2764 335
American Patriot 8 6 4 0.5556 0.4227 0.4677 0.4677 209
AppalachianState SunBelt 8 10 1 0.4474 0.4156 0.4833 0.4405 247
ArizonaState PacTwelve 9 8 1 0.5278 0.5751 0.5397 0.5544 84
ArizonaU PacTwelve 13 4 2 0.7368 0.5763 0.5484 0.6131 30
ArkansasPineBluff Southwestern 8 4 4 0.6250 0.4371 0.4245 0.4809 193
ArkansasState SunBelt 15 2 2 0.8421 0.5146 0.4933 0.5933 49
ArkansasU SEC 12 4 3 0.7105 0.5519 0.5873 0.6046 39
Army Patriot 11 3 6 0.7000 0.4648 0.4727 0.5256 132
Auburn SEC 14 4 2 0.7500 0.6050 0.5716 0.6434 19
AustinPeay OhioValley 12 6 2 0.6500 0.5049 0.4810 0.5367 113
BallState MidAmerican 11 4 4 0.6842 0.4732 0.4778 0.5269 128
Baylor BigTwelve 12 4 5 0.6905 0.6589 0.5779 0.6532 13
Belmont OhioValley 9 6 2 0.5882 0.5077 0.4866 0.5227 135
Binghamton AmericaEast 6 9 3 0.4167 0.4112 0.4652 0.4250 264
BoiseState MountainWest 17 3 1 0.8333 0.4616 0.4969 0.5634 73
BostonCollege ACC 14 2 3 0.8158 0.5411 0.5527 0.6127 32
BostonU Patriot 4 10 6 0.3500 0.4994 0.5115 0.4651 211
BowlingGreen MidAmerican 12 5 3 0.6750 0.4845 0.4855 0.5324 120
Brown Ivy 6 10 1 0.3824 0.4587 0.5022 0.4498 236
Bryant Northeast 9 7 1 0.5588 0.3833 0.4517 0.4413 242
Bucknell Patriot 6 11 3 0.3750 0.5343 0.4914 0.4837 187
Buffalo MidAmerican 16 3 2 0.8095 0.4564 0.4712 0.5484 94
Butler BigEast 12 6 2 0.6500 0.5404 0.5536 0.5761 59
BYU WestCoast 9 5 4 0.6111 0.5157 0.5319 0.5449 99
CaliforniaBaptist WAC 8 4 5 0.6176 0.3326 0.4597 0.4355 253
CaliforniaU PacTwelve 6 11 2 0.3684 0.5798 0.5547 0.5207 136
CalPoly BigWest 0 13 6 0.1579 0.5939 0.5048 0.4606 223
CalStateBakersfield WAC 6 9 4 0.4211 0.4720 0.4466 0.4529 233
CalStateFullerton BigWest 3 14 2 0.2105 0.5005 0.5132 0.4297 258
CalStateNorthridge BigWest 5 8 3 0.4063 0.4695 0.4862 0.4579 226
Campbell BigSouth 3 14 0 0.1765 0.4487 0.4537 0.3793 304
Canisius MetroAtlantic 5 10 2 0.3529 0.4111 0.4516 0.4027 285
CentralArkansas Southland 16 3 3 0.7955 0.5622 0.5011 0.6067 38
CentralConnecticut Northeast 16 1 2 0.8947 0.3961 0.4667 0.5384 109
CentralMichigan MidAmerican 5 14 0 0.2632 0.4368 0.4861 0.4057 279
CharlestonSouthern BigSouth 8 2 6 0.6875 0.4139 0.4759 0.4978 164
Charlotte ConferenceUSA 8 7 4 0.5263 0.4486 0.5138 0.4843 185
Chattanooga Southern 7 7 5 0.5000 0.4822 0.4848 0.4853 183
ChicagoState WAC 0 16 1 0.0294 0.3949 0.4445 0.3089 333
Cincinnati American 13 5 2 0.7000 0.5902 0.5500 0.6100 35
Citadel Southern 4 11 1 0.2813 0.4442 0.4695 0.4083 278
Clemson ACC 9 9 0 0.5000 0.5278 0.5672 0.5307 124
ClevelandState Horizon 7 9 2 0.4444 0.4280 0.4570 0.4378 251
CoastalCarolina SunBelt 10 5 3 0.6389 0.4877 0.4921 0.5266 129
Colgate Patriot 12 2 5 0.7632 0.5060 0.4923 0.5667 69
CollegeofCharleston Colonial 12 7 1 0.6250 0.5211 0.5098 0.5442 101
ColoradoCollege MountainWest 14 3 2 0.7895 0.5537 0.4981 0.6005 41
ColoradoState MountainWest 8 7 6 0.5238 0.5408 0.4773 0.5236 133
ColoradoU PacTwelve 12 6 2 0.6500 0.5141 0.5549 0.5598 77
Columbia Ivy 7 7 2 0.5000 0.5844 0.5085 0.5470 96
ConnecticutU American 2 14 2 0.1667 0.5510 0.5284 0.4493 238
Cornell Ivy 1 12 1 0.1071 0.5773 0.4941 0.4375 252
Creighton BigEast 6 10 1 0.3824 0.5494 0.5230 0.5010 158
Dartmouth Ivy 8 7 2 0.5294 0.4726 0.5203 0.4987 163
Davidson AtlanticTen 3 14 0 0.1765 0.5382 0.4872 0.4335 255
Dayton AtlanticTen 9 5 5 0.6053 0.5723 0.5042 0.5644 72
DelawareState Independent 3 13 3 0.2368 0.4145 0.4395 0.3694 310
DelawareU Colonial 3 13 1 0.2059 0.4962 0.5007 0.4248 265
Denver Summit 14 4 2 0.7500 0.4979 0.5055 0.5628 75
DePaul BigEast 8 7 5 0.5250 0.5733 0.5358 0.5534 87
Detroit Horizon 6 7 4 0.4706 0.4474 0.4614 0.4558 230
Drake MissouriValley 4 12 1 0.2647 0.4467 0.4843 0.4106 276
Drexel Colonial 11 5 4 0.6500 0.5645 0.5273 0.5788 56
Duke ACC 11 4 4 0.6842 0.5832 0.5776 0.6143 29
Duquesne AtlanticTen 8 8 1 0.5000 0.4802 0.4965 0.4892 178
EastCarolina American 8 7 3 0.5278 0.5059 0.5367 0.5204 137
EasternIllinois OhioValley 3 11 5 0.2895 0.4032 0.4522 0.3791 305
EasternKentucky OhioValley 8 10 1 0.4474 0.4917 0.4858 0.4791 195
EasternMichigan MidAmerican 11 9 1 0.5476 0.4771 0.4882 0.4975 165
EasternWashington BigSky 7 9 3 0.4474 0.4905 0.4575 0.4715 204
EastTennesseeState Southern 5 13 1 0.2895 0.5130 0.4889 0.4511 235
Elon Colonial 3 10 3 0.2813 0.4754 0.5043 0.4343 254
Evansville MissouriValley 4 12 2 0.2778 0.4834 0.4779 0.4284 261
Fairfield MetroAtlantic 9 8 2 0.5263 0.4684 0.4618 0.4812 192
FairleighDickinson Northeast 9 8 3 0.5250 0.5136 0.4496 0.5004 161
FIU ConferenceUSA 0 18 0 0.0000 0.5456 0.4987 0.3955 288
FloridaAtlantic ConferenceUSA 9 10 2 0.4762 0.5781 0.5251 0.5409 104
FloridaGulfCoast AtlanticSun 16 0 2 0.9444 0.5214 0.5088 0.6287 24
FloridaState ACC 16 2 2 0.8500 0.6242 0.5804 0.6784 9
FloridaU SEC 4 11 3 0.3056 0.6068 0.5815 0.5261 130
Fordham AtlanticTen 8 11 0 0.4211 0.4535 0.5019 0.4575 227
FresnoState MountainWest 1 15 3 0.1316 0.4678 0.4779 0.3824 301
Furman Southern 7 8 2 0.4706 0.4770 0.4877 0.4781 196
GardnerWebb BigSouth 11 3 6 0.7000 0.4961 0.4685 0.5402 105
GeorgeMason AtlanticTen 16 4 1 0.7857 0.5527 0.5142 0.6013 40
Georgetown BigEast 18 0 2 0.9500 0.5916 0.5559 0.6817 7
GeorgeWashington AtlanticTen 8 9 1 0.4722 0.4047 0.5126 0.4485 239
GeorgiaSouthern SunBelt 6 12 0 0.3333 0.4572 0.4780 0.4294 259
GeorgiaState SunBelt 4 13 2 0.2632 0.4738 0.4881 0.4234 266
GeorgiaU SEC 5 9 5 0.3947 0.5843 0.5589 0.5307 123
Gonzaga WestCoast 7 7 4 0.5000 0.4516 0.5335 0.4842 186
Grambling Southwestern 13 6 2 0.6667 0.4169 0.4272 0.4819 189
GrandCanyon WAC 5 14 2 0.2857 0.4518 0.4653 0.4122 274
GreenBay Horizon 3 13 1 0.2059 0.3826 0.4537 0.3536 321
Hampton BigSouth 3 9 2 0.2857 0.4489 0.4406 0.4045 282
Hartford AmericaEast 13 1 5 0.8158 0.4635 0.4743 0.5543 86
Harvard Ivy 6 5 4 0.5333 0.5318 0.5278 0.5312 121
HawaiiU BigWest 9 5 3 0.6176 0.4909 0.5126 0.5278 125
HighPoint BigSouth 6 5 9 0.5250 0.5391 0.4723 0.5182 142
Hofstra Colonial 12 7 1 0.6250 0.5262 0.5144 0.5479 95
HolyCross Patriot 4 10 3 0.3235 0.4842 0.4708 0.4407 246
Houston American 5 12 2 0.3158 0.5384 0.5072 0.4750 201
HoustonBaptist Southland 10 8 2 0.5500 0.5444 0.4986 0.5329 117
Howard Southwestern 3 11 4 0.2778 0.3786 0.4161 0.3606 318
IdahoState BigSky 3 12 1 0.2188 0.4525 0.4534 0.3928 292
IdahoU BigSky 10 5 5 0.6250 0.5456 0.4656 0.5449 100
IllinoisChicago Horizon 7 12 2 0.3810 0.5062 0.4529 0.4616 220
IllinoisState MissouriValley 12 5 3 0.6750 0.4347 0.4981 0.5106 152
IllinoisU BigTen 9 8 1 0.5278 0.5872 0.5438 0.5663 70
IncarnateWord Southland 1 12 3 0.1563 0.5150 0.4859 0.4165 270
IndianaState MissouriValley 7 7 4 0.5000 0.4622 0.4653 0.4720 203
IndianaU BigTen 7 9 2 0.4444 0.4881 0.5543 0.4957 169
Iona MetroAtlantic 3 15 0 0.1667 0.4558 0.4536 0.3799 302
IowaState BigTwelve 2 14 3 0.1842 0.6161 0.5415 0.4902 177
IowaU BigTen 6 10 2 0.3889 0.5086 0.5356 0.4869 182
IPFW Summit 5 10 4 0.3684 0.4436 0.4603 0.4288 260
IUPUI Horizon 3 11 3 0.2647 0.4343 0.4568 0.3940 291
JacksonState Southwestern 1 15 2 0.1111 0.4083 0.4139 0.3291 328
JacksonvilleState OhioValley 3 12 3 0.2500 0.3997 0.4755 0.3788 308
JacksonvilleU AtlanticSun 1 13 2 0.1250 0.4835 0.4837 0.3899 294
JamesMadison Colonial 8 9 2 0.4737 0.5061 0.5117 0.4994 162
KansasState BigTwelve 4 11 3 0.3056 0.5706 0.5508 0.5009 159
KansasU BigTwelve 11 3 5 0.7105 0.6008 0.5862 0.6315 22
KennesawState AtlanticSun 11 5 4 0.6500 0.4876 0.4992 0.5311 122
KentState MidAmerican 5 10 4 0.3684 0.4557 0.4850 0.4412 244
KentuckyU SEC 4 15 0 0.2105 0.5520 0.5421 0.4642 214
Lafayette Patriot 5 11 1 0.3235 0.4713 0.4715 0.4329 256
Lamar Southland 14 3 3 0.7750 0.5260 0.5087 0.5839 54
LaSalle AtlanticTen 11 6 1 0.6389 0.4902 0.5117 0.5354 115
Lehigh Patriot 3 11 3 0.2647 0.5064 0.4763 0.4383 250
Liberty AtlanticSun 1 13 2 0.1250 0.4685 0.4961 0.3875 296
Lipscomb AtlanticSun 12 5 3 0.6750 0.5203 0.4966 0.5531 88
LongBeachState BigWest 13 4 3 0.7250 0.5834 0.5307 0.6071 36
LongIsland Northeast 6 10 2 0.3889 0.4405 0.4468 0.4277 262
Longwood BigSouth 5 10 3 0.3611 0.4715 0.4585 0.4397 248
LouisianaLafayette SunBelt 2 13 3 0.1944 0.4604 0.4844 0.3992 286
LouisianaMonroe SunBelt 0 18 0 0.0000 0.4745 0.4605 0.3487 324
LouisianaTech ConferenceUSA 13 5 1 0.7105 0.4272 0.5186 0.5189 140
Louisville ACC 11 6 1 0.6389 0.5402 0.5863 0.5784 57
LoyolaChicago MissouriValley 11 5 2 0.6667 0.5272 0.5004 0.5563 80
LoyolaMarymount WestCoast 5 10 5 0.3750 0.5811 0.5268 0.5173 143
LoyolaMD Patriot 4 12 1 0.2647 0.4142 0.4632 0.3865 298
LSU SEC 6 9 3 0.4167 0.5965 0.5592 0.5457 98
MaineU AmericaEast 9 5 3 0.6176 0.5140 0.4587 0.5257 131
Manhattan MetroAtlantic 4 9 2 0.3333 0.4684 0.4640 0.4328 257
Marist MetroAtlantic 5 12 1 0.3056 0.4621 0.4682 0.4230 268
Marquette BigEast 4 12 2 0.2778 0.5600 0.5414 0.4848 184
Marshall ConferenceUSA 4 11 2 0.2941 0.5222 0.5047 0.4608 222
MarylandU BigTen 3 13 3 0.2368 0.5463 0.5279 0.4644 213
MassachusettsU AtlanticTen 10 8 0 0.5556 0.4979 0.4898 0.5103 153
McNeeseState Southland 11 9 1 0.5476 0.4501 0.4935 0.4875 181
Memphis American 19 1 0 0.9500 0.5907 0.5525 0.6812 8
Mercer Southern 7 6 7 0.5250 0.5141 0.4729 0.5050 155
MiamiFL ACC 3 12 3 0.2500 0.5242 0.5527 0.4624 218
MiamiOH MidAmerican 5 12 2 0.3158 0.5223 0.4810 0.4604 224
MichiganState BigTen 5 10 3 0.3611 0.4904 0.5298 0.4679 208
MichiganU BigTen 9 8 2 0.5263 0.5707 0.5436 0.5543 85
MiddleTennessee ConferenceUSA 14 3 2 0.7895 0.5420 0.5129 0.5966 46
Milwaukee Horizon 15 3 0 0.8333 0.3744 0.4769 0.5148 145
MinnesotaU BigTen 9 6 4 0.5789 0.5403 0.5439 0.5508 92
MississippiState SEC 16 2 2 0.8500 0.7163 0.5645 0.7166 1
MississippiU SEC 9 9 2 0.5000 0.5436 0.5605 0.5369 112
MississippiValley Southwestern 7 7 3 0.5000 0.3747 0.4130 0.4119 275
MissouriState MissouriValley 11 7 3 0.5952 0.4982 0.4848 0.5191 138
MissouriU SEC 4 9 5 0.3611 0.5285 0.5525 0.4927 173
Monmouth MetroAtlantic 16 3 1 0.8250 0.4869 0.4939 0.5752 61
MontanaU BigSky 6 10 3 0.3947 0.4826 0.4623 0.4530 232
Morehead OhioValley 3 14 0 0.1765 0.4595 0.4820 0.3944 289
MountStMary Northeast 2 10 4 0.2500 0.3929 0.4311 0.3606 317
MurrayState OhioValley 12 4 2 0.7222 0.5066 0.4834 0.5562 81
Navy Patriot 13 3 5 0.7381 0.4901 0.4927 0.5527 90
NCState ACC 16 3 3 0.7955 0.6904 0.5575 0.6937 4
NebraskaU BigTen 16 3 3 0.7955 0.5965 0.5725 0.6451 18
NevadaU MountainWest 4 13 2 0.2632 0.4415 0.4796 0.4049 280
NewHampshireU AmericaEast 8 7 4 0.5263 0.4803 0.4821 0.4922 174
NewMexicoState WAC 2 16 0 0.1111 0.4505 0.4480 0.3609 315
NewMexicoU MountainWest 8 8 2 0.5000 0.4215 0.4819 0.4563 228
Niagara MetroAtlantic 12 5 2 0.6842 0.4759 0.4724 0.5271 127
NichollsState Southland 2 15 0 0.1176 0.4355 0.4562 0.3577 319
NJIT AtlanticSun 9 5 4 0.6111 0.4769 0.4797 0.5125 149
NorthAlabama AtlanticSun 12 7 1 0.6250 0.4733 0.4774 0.5122 150
NorthCarolinaU ACC 17 2 2 0.8571 0.6280 0.5894 0.6819 6
NorthDakotaState Summit 3 7 5 0.3667 0.4669 0.4716 0.4410 245
NorthDakotaU Summit 8 4 4 0.6250 0.4415 0.4679 0.4940 171
Northeastern Colonial 7 10 3 0.4250 0.4874 0.5188 0.4796 194
NorthernArizona BigSky 11 4 4 0.6842 0.4476 0.4744 0.5135 147
NorthernColorado BigSky 13 5 2 0.7000 0.5015 0.4834 0.5466 97
NorthernIllinois MidAmerican 1 18 0 0.0526 0.4361 0.4614 0.3383 326
NorthernKentucky Horizon 15 3 0 0.8333 0.5171 0.4721 0.5849 51
NorthFlorida AtlanticSun 6 7 3 0.4688 0.4865 0.4708 0.4767 199
NorthTexas ConferenceUSA 17 1 1 0.9211 0.5014 0.5342 0.6147 28
NorthwesternState Southland 6 9 3 0.4167 0.4071 0.4767 0.4254 263
NorthwesternU BigTen 12 3 6 0.7143 0.5438 0.5654 0.5953 48
NotreDame ACC 7 9 2 0.4444 0.6408 0.5717 0.5766 58
Oakland Horizon 1 14 2 0.1176 0.4720 0.4606 0.3791 307
OhioState BigTen 8 6 4 0.5556 0.5750 0.5632 0.5692 65
OhioU MidAmerican 8 9 2 0.4737 0.5003 0.4787 0.4882 179
OklahomaState BigTwelve 16 1 4 0.8571 0.5953 0.5852 0.6613 11
OklahomaU BigTwelve 6 11 2 0.3684 0.6026 0.5721 0.5379 111
OldDominion ConferenceUSA 5 9 5 0.3947 0.5088 0.4941 0.4766 200
OralRoberts Summit 7 10 3 0.4250 0.5058 0.4896 0.4815 191
OregonState PacTwelve 1 17 1 0.0789 0.6124 0.5469 0.4627 217
OregonU PacTwelve 14 2 3 0.8158 0.6168 0.5472 0.6503 15
Pacific WestCoast 2 16 0 0.1111 0.4666 0.4807 0.3791 306
PennState BigTen 10 5 5 0.6250 0.5518 0.5572 0.5737 62
PennsylvaniaU Ivy 12 2 2 0.8125 0.4567 0.5041 0.5575 79
Pepperdine WestCoast 11 6 2 0.6316 0.5368 0.5193 0.5561 82
Pittsburgh ACC 5 11 1 0.3235 0.5545 0.5509 0.4958 168
PortlandState BigSky 2 14 0 0.1250 0.3762 0.4661 0.3344 327
PortlandU WestCoast 12 6 2 0.6500 0.5171 0.5141 0.5496 93
PrairieViewA&M Southwestern 7 8 4 0.4737 0.3817 0.4377 0.4187 269
Presbyterian BigSouth 10 5 2 0.6471 0.4376 0.4557 0.4945 170
Princeton Ivy 13 2 1 0.8438 0.6084 0.5306 0.6515 14
Providence BigEast 15 4 1 0.7750 0.5984 0.5407 0.6309 23
Purdue BigTen 8 3 7 0.6389 0.5904 0.5561 0.5978 44
Quinnipiac MetroAtlantic 10 7 2 0.5789 0.5006 0.4735 0.5134 148
Radford BigSouth 10 2 7 0.7105 0.4745 0.4509 0.5276 126
RhodeIslandU AtlanticTen 0 17 1 0.0278 0.4983 0.4672 0.3688 311
Rice ConferenceUSA 10 6 2 0.6111 0.5856 0.5427 0.5813 55
Richmond AtlanticTen 2 16 0 0.1111 0.4766 0.4864 0.3862 299
Rider MetroAtlantic 14 4 1 0.7632 0.5120 0.4822 0.5680 67
RobertMorris Northeast 4 13 1 0.2500 0.3918 0.4279 0.3571 320
Rutgers BigTen 8 2 9 0.6579 0.5834 0.5422 0.5956 47
SacramentoState BigSky 4 11 3 0.3056 0.3959 0.4717 0.3891 295
SacredHeart Northeast 1 17 0 0.0556 0.3607 0.4545 0.3013 334
Samford Southern 11 7 2 0.6000 0.5654 0.5139 0.5612 76
SamHoustonState Southland 2 12 4 0.2222 0.4250 0.4939 0.3913 293
SanDiegoState MountainWest 6 10 3 0.3947 0.4764 0.5017 0.4623 219
SanDiegoU WestCoast 5 10 3 0.3611 0.4991 0.5221 0.4711 205
SanFrancisco WestCoast 13 5 2 0.7000 0.5370 0.5099 0.5710 63
SanJoseState MountainWest 10 5 5 0.6250 0.5191 0.4993 0.5386 107
SantaClara WestCoast 18 1 1 0.9250 0.5776 0.5476 0.6656 10
Seattle WAC 8 9 3 0.4750 0.4551 0.4736 0.4640 215
SELouisiana Southland 6 9 3 0.4167 0.4339 0.4811 0.4412 243
SetonHall BigEast 2 12 4 0.2222 0.5159 0.5062 0.4384 249
Siena MetroAtlantic 8 8 4 0.5000 0.5005 0.4758 0.4927 172
SIUEdwardsville OhioValley 7 8 1 0.4688 0.4560 0.4810 0.4654 210
SMU American 10 6 3 0.6053 0.5552 0.5508 0.5693 64
SouthAlabama SunBelt 8 9 1 0.4722 0.5015 0.5194 0.5007 160
SouthCarolinaState Independent 0 8 1 0.0556 0.3898 0.4260 0.3100 332
SouthCarolinaU SEC 15 3 1 0.8158 0.6110 0.5909 0.6609 12
SouthDakotaState Summit 8 5 5 0.5833 0.4374 0.4924 0.4876 180
SouthDakotaU Summit 10 5 5 0.6250 0.4601 0.4651 0.5026 156
SoutheastMissouriState OhioValley 2 12 1 0.1667 0.4835 0.4862 0.4030 284
SouthernCalifornia PacTwelve 15 1 3 0.8684 0.5613 0.5679 0.6452 17
SouthernMississippi ConferenceUSA 9 6 2 0.5882 0.4517 0.4930 0.4962 167
SouthernU Southwestern 1 11 2 0.1429 0.4021 0.4146 0.3389 325
SouthernUtah BigSky 2 16 0 0.1111 0.4454 0.4552 0.3608 316
SouthFlorida American 12 3 1 0.7813 0.5824 0.5409 0.6239 26
Stanford PacTwelve 18 0 1 0.9737 0.5994 0.5687 0.6914 5
StBonaventure AtlanticTen 0 14 5 0.1316 0.4331 0.4725 0.3647 313
StephenFAustin Southland 7 6 3 0.5313 0.5434 0.5127 0.5327 118
Stetson AtlanticSun 3 10 4 0.2941 0.4328 0.4900 0.4124 273
StFrancis Northeast 7 9 3 0.4474 0.4584 0.4441 0.4479 240
StJohns BigEast 5 13 0 0.2778 0.5229 0.5302 0.4634 216
StJosephs AtlanticTen 12 4 5 0.6905 0.5106 0.5165 0.5579 78
StLouis AtlanticTen 15 4 3 0.7500 0.5119 0.5013 0.5690 66
StMarys WestCoast 6 11 2 0.3684 0.4649 0.4957 0.4468 241
StonyBrook AmericaEast 10 6 3 0.6053 0.4300 0.4989 0.4910 175
StPeters MetroAtlantic 1 15 0 0.0625 0.3841 0.4601 0.3149 331
Syracuse ACC 3 14 1 0.1944 0.5439 0.5569 0.4598 225
TCU BigTwelve 10 7 2 0.5789 0.5868 0.5736 0.5847 52
Temple American 5 11 2 0.3333 0.4849 0.5071 0.4526 234
TennesseeMartin OhioValley 16 2 0 0.8889 0.5107 0.4833 0.5984 43
TennesseeTech OhioValley 8 8 1 0.5000 0.4149 0.4747 0.4496 237
TennesseeU SEC 15 3 1 0.8158 0.5924 0.5801 0.6502 16
TexasA&M SEC 18 1 3 0.8864 0.6482 0.5789 0.6963 3
TexasCorpusChristi Southland 8 8 2 0.5000 0.5333 0.4874 0.5135 146
TexasRGV WAC 13 4 3 0.7250 0.4833 0.4747 0.5416 103
TexasSouthern Southwestern 5 10 1 0.3438 0.3929 0.4282 0.3870 297
TexasState SunBelt 10 6 3 0.6053 0.4928 0.4847 0.5189 141
TexasTech BigTwelve 10 8 1 0.5526 0.5352 0.5707 0.5514 91
TexasU BigTwelve 17 0 4 0.9048 0.6447 0.5731 0.6973 2
Toledo MidAmerican 7 10 3 0.4250 0.4638 0.4709 0.4559 229
Towson Colonial 3 15 1 0.1842 0.4162 0.4974 0.3744 309
Troy SunBelt 3 15 1 0.1842 0.4544 0.4877 0.3943 290
Tulsa American 4 9 4 0.3529 0.5089 0.5249 0.4739 202
UAB ConferenceUSA 9 7 2 0.5556 0.5920 0.5147 0.5651 71
UALR SunBelt 12 5 3 0.6750 0.4827 0.4845 0.5325 119
UCDavis BigWest 4 10 4 0.3333 0.4992 0.4900 0.4534 231
UCF American 8 7 2 0.5294 0.5305 0.5529 0.5358 114
UCIrvine BigWest 8 7 3 0.5278 0.5055 0.5289 0.5189 139
UCLA PacTwelve 11 5 2 0.6667 0.5922 0.5689 0.6107 33
UCRiverside BigWest 17 0 3 0.9250 0.5032 0.5046 0.6105 34
UCSantaBarbara BigWest 11 7 2 0.6000 0.5149 0.5013 0.5343 116
UMassLowell AmericaEast 3 10 5 0.3056 0.4616 0.4686 0.4232 267
UMBC AmericaEast 1 16 0 0.0588 0.4619 0.4482 0.3503 322
UMKC WAC 16 3 2 0.8095 0.4297 0.4844 0.5384 110
UNCAsheville BigSouth 2 10 4 0.2500 0.4485 0.4535 0.3966 287
UNCGreensboro Southern 17 2 1 0.8750 0.5081 0.5096 0.6000 42
UNCWilmington Colonial 15 2 0 0.8824 0.5634 0.5090 0.6335 21
UNI MissouriValley 8 6 5 0.5526 0.4470 0.4807 0.4818 190
UNLV MountainWest 11 5 5 0.6429 0.4603 0.4755 0.5074 154
UNOmaha Summit 5 9 5 0.3947 0.5252 0.4803 0.4820 188
USCUpstate BigSouth 2 13 1 0.1563 0.3583 0.4574 0.3291 329
UtahState MountainWest 2 15 1 0.1389 0.4295 0.4830 0.3673 312
UtahU PacTwelve 3 14 2 0.2105 0.5516 0.5465 0.4650 212
UtahValley WAC 3 13 3 0.2368 0.4498 0.4827 0.4048 281
UTEP ConferenceUSA 5 12 1 0.3056 0.4222 0.4845 0.4086 277
UTSA ConferenceUSA 7 7 4 0.5000 0.5497 0.4946 0.5235 134
Valparaiso MissouriValley 3 12 1 0.2188 0.4246 0.4609 0.3793 303
Vanderbilt SEC 13 6 0 0.6842 0.5432 0.5618 0.5846 53
VCU AtlanticTen 14 2 3 0.8158 0.5158 0.5064 0.5884 50
VermontU AmericaEast 4 11 3 0.3056 0.4505 0.4614 0.4150 272
Villanova BigEast 10 5 4 0.6316 0.4872 0.5402 0.5385 108
VirginiaTech ACC 7 7 4 0.5000 0.5978 0.5624 0.5676 68
VirginiaU ACC 13 4 2 0.7368 0.5833 0.5700 0.6241 25
VMI Southern 9 4 4 0.6471 0.3947 0.4757 0.4779 197
Wagner Northeast 2 13 2 0.1765 0.4220 0.4429 0.3620 314
WakeForest ACC 8 7 3 0.5278 0.6681 0.5774 0.6127 31
WashingtonState PacTwelve 14 1 3 0.8611 0.5566 0.5545 0.6348 20
WashingtonU PacTwelve 7 10 2 0.4211 0.5370 0.5493 0.5111 151
WeberState BigSky 8 6 5 0.5526 0.4263 0.4778 0.4694 207
WesternCarolina Southern 11 5 3 0.6579 0.5396 0.4855 0.5549 83
WesternIllinois Summit 2 14 2 0.1667 0.5014 0.4522 0.4039 283
WesternKentucky ConferenceUSA 4 9 3 0.3438 0.4966 0.5078 0.4612 221
WesternMichigan MidAmerican 20 2 0 0.9091 0.4982 0.4813 0.5967 45
WestVirginiaU BigTwelve 10 4 6 0.6500 0.6222 0.5760 0.6198 27
William&Mary Colonial 6 9 2 0.4118 0.5126 0.5243 0.4903 176
Winthrop BigSouth 11 2 6 0.7368 0.4338 0.4611 0.5164 144
WisconsinU BigTen 12 3 5 0.7250 0.5763 0.5501 0.6069 37
Wofford Southern 2 14 2 0.1667 0.4545 0.4687 0.3834 300
WrightState Horizon 9 8 1 0.5278 0.5091 0.4625 0.5021 157
WyomingU MountainWest 10 6 4 0.6000 0.4552 0.4772 0.4969 166
Xavier BigEast 8 8 3 0.5000 0.5626 0.5381 0.5428 102
Yale Ivy 11 3 3 0.7353 0.4989 0.4756 0.5529 89
YoungstownState Horizon 1 14 3 0.1389 0.3800 0.4386 0.3239 330