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