2018 SIMULATED RPI RANKS 8.20.2018

Here are my simulated end-of-season ARPI ratings, ranks, and other data after replacing the simulated results with actual results for all games played through Sunday, August 19.

Here's a little information about how the simulated and actual results compared:

For 62.6% of the games, the simulation correctly predicted a win; and for another 2.2% it correctly predicted a tie; which together says that for 64.8 % of the games the simulation was correct.  For another 23.7%, the simulation was within a "half" of being correct, meaning either that a predicted win/loss was a tie or a predicted tie was a win/loss.  For 11.5%, the simulation's winning team lost.

To give some perspective on these prediction rates:  The NCAA's current version of the RPI, when applied retrospectively to a just completed season, matches with game results roughly 73% of the time, gets the game "half" off 11% of the time, and completely misses the result 16% of the time.

This isn't exactly an "apples to apples" comparison, but it says to me that the simulation is reasonable, taking into consideration that it is predicting future results whereas the RPI is simply measuring the actual results that already have occurred.

Here are the simulation's current numbers:

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
Princeton	Ivy	15	0	1	0.9688	0.6779	0.5585	0.7312	1
Stanford	PacTwelve	19	0	0	1.0000	0.6256	0.5855	0.7204	2
UCLA	PacTwelve	13	1	4	0.8333	0.6829	0.5966	0.7085	3
Rutgers	BigTen	19	0	2	0.9524	0.6348	0.5646	0.7060	4
SouthCarolinaU	SEC	21	0	0	1.0000	0.5898	0.5966	0.6975	5
WestVirginiaU	BigTwelve	19	1	1	0.9286	0.6198	0.5832	0.6955	6
NorthCarolinaU	ACC	17	1	3	0.8810	0.6057	0.6115	0.6875	7
FloridaU	SEC	14	2	5	0.7857	0.6594	0.6020	0.6853	8
FloridaState	ACC	12	1	7	0.7750	0.6727	0.5864	0.6836	9
Auburn	SEC	16	1	3	0.8750	0.6080	0.5893	0.6790	10
PennState	BigTen	17	0	4	0.9048	0.6020	0.5845	0.6786	11
SouthernCalifornia	PacTwelve	14	1	4	0.8421	0.6110	0.5933	0.6711	12
NotreDame	ACC	13	2	6	0.7619	0.6420	0.5867	0.6671	13
TexasA&M	SEC	16	2	3	0.8333	0.6137	0.5834	0.6669	14
Georgetown	BigEast	16	1	3	0.8750	0.5959	0.5604	0.6612	15
Duke	ACC	15	1	4	0.8500	0.5775	0.5904	0.6561	16
VirginiaU	ACC	12	3	3	0.7500	0.6220	0.5960	0.6541	17
CaliforniaU	PacTwelve	13	2	4	0.7895	0.6086	0.5762	0.6520	18
UCF	American	13	1	5	0.8158	0.6051	0.5680	0.6520	19
ArkansasU	SEC	13	1	5	0.8158	0.5859	0.5961	0.6507	20
TexasU	BigTwelve	12	4	5	0.6905	0.6532	0.5694	0.6479	21
StJosephs	AtlanticTen	18	2	2	0.8636	0.5731	0.5372	0.6391	22
SouthFlorida	American	13	1	4	0.8333	0.5749	0.5506	0.6349	23
ArizonaU	PacTwelve	14	4	1	0.7632	0.5939	0.5685	0.6314	24
Hofstra	Colonial	14	3	3	0.7750	0.5909	0.5501	0.6313	25
KansasU	BigTwelve	12	2	7	0.7381	0.5890	0.5849	0.6310	26
MurrayState	OhioValley	18	0	1	0.9737	0.5185	0.5049	0.6296	27
ConnecticutU	American	12	3	5	0.7250	0.6108	0.5614	0.6294	28
Northeastern	Colonial	15	1	5	0.8333	0.5471	0.5632	0.6269	29
SouthAlabama	SunBelt	19	1	0	0.9500	0.4911	0.5481	0.6251	30
Rice	ConferenceUSA	15	1	4	0.8500	0.5446	0.5230	0.6185	31
MinnesotaU	BigTen	12	4	4	0.7000	0.6006	0.5604	0.6184	32
Cincinnati	American	10	6	4	0.6000	0.6505	0.5548	0.6164	33
SantaClara	WestCoast	12	4	4	0.7000	0.5961	0.5366	0.6138	34
LongBeachState	BigWest	12	5	3	0.6750	0.6107	0.5474	0.6133	35
Bucknell	Patriot	15	3	2	0.8000	0.5689	0.5010	0.6117	36
TCU	BigTwelve	9	3	8	0.6500	0.5976	0.5804	0.6109	37
Marquette	BigEast	10	4	6	0.6500	0.6138	0.5389	0.6074	38
NorthwesternU	BigTen	13	3	4	0.7500	0.5507	0.5767	0.6070	39
Pepperdine	WestCoast	14	4	1	0.7632	0.5629	0.5249	0.6070	40
OhioState	BigTen	10	6	3	0.6053	0.6218	0.5687	0.6059	41
FloridaGulfCoast	AtlanticSun	16	1	2	0.8947	0.4988	0.5143	0.6052	42
Harvard	Ivy	10	3	3	0.7188	0.5653	0.5606	0.6034	43
TexasTech	BigTwelve	9	1	9	0.7105	0.5552	0.5701	0.6006	44
NCState	ACC	10	7	3	0.5750	0.6271	0.5705	0.6003	45
MississippiU	SEC	7	5	9	0.5476	0.6256	0.5784	0.5978	46
Monmouth	MetroAtlantic	18	1	2	0.9048	0.4956	0.4867	0.5973	47
TennesseeU	SEC	13	4	2	0.7368	0.5368	0.5755	0.5965	48
KentState	MidAmerican	19	1	2	0.9091	0.4901	0.4952	0.5961	49
Samford	Southern	16	2	4	0.8182	0.5232	0.5026	0.5929	50
Clemson	ACC	11	3	5	0.7105	0.5354	0.5853	0.5917	51
EasternWashington	BigSky	19	0	1	0.9750	0.4625	0.4602	0.5901	52
WashingtonState	PacTwelve	10	6	3	0.6053	0.5961	0.5608	0.5895	53
Drexel	Colonial	10	5	5	0.6250	0.5764	0.5630	0.5874	54
UNLV	MountainWest	17	0	4	0.9048	0.4791	0.4818	0.5862	55
Lipscomb	AtlanticSun	16	3	1	0.8250	0.4993	0.5134	0.5842	56
BostonCollege	ACC	9	6	5	0.5750	0.5857	0.5706	0.5835	57
SanDiegoState	MountainWest	12	4	5	0.6905	0.5654	0.5105	0.5831	58
NorthTexas	ConferenceUSA	17	1	3	0.8810	0.4619	0.5266	0.5830	59
SanJoseState	MountainWest	16	1	3	0.8750	0.4726	0.5114	0.5829	60
MississippiState	SEC	5	10	2	0.3529	0.7109	0.5466	0.5824	61
WisconsinU	BigTen	10	4	5	0.6579	0.5448	0.5678	0.5801	62
VirginiaTech	ACC	8	6	4	0.5556	0.5895	0.5727	0.5799	63
Baylor	BigTwelve	7	7	6	0.5000	0.6188	0.5725	0.5794	64
HighPoint	BigSouth	17	2	2	0.8571	0.4956	0.4669	0.5788	65
NebraskaU	BigTen	11	5	4	0.6500	0.5354	0.5772	0.5776	66
LaSalle	AtlanticTen	11	3	5	0.7105	0.5357	0.5275	0.5776	67
OklahomaState	BigTwelve	9	5	5	0.6053	0.5660	0.5718	0.5773	68
BYU	WestCoast	10	3	5	0.6944	0.5327	0.5324	0.5773	69
Butler	BigEast	11	6	3	0.6250	0.5605	0.5442	0.5752	70
MichiganU	BigTen	8	5	6	0.5789	0.5802	0.5534	0.5741	71
StephenFAustin	Southland	13	3	3	0.7632	0.5219	0.4861	0.5733	72
StLouis	AtlanticTen	17	4	1	0.7955	0.4945	0.5072	0.5729	73
AlabamaU	SEC	4	7	9	0.4250	0.6423	0.5739	0.5729	74
Brown	Ivy	12	2	3	0.7941	0.4840	0.5277	0.5725	75
BallState	MidAmerican	18	2	1	0.8810	0.4677	0.4732	0.5724	76
Drake	MissouriValley	16	2	1	0.8684	0.4713	0.4785	0.5724	77
Memphis	American	10	5	4	0.6316	0.5400	0.5623	0.5707	78
ColoradoU	PacTwelve	12	5	3	0.6750	0.5125	0.5692	0.5686	79
UtahU	PacTwelve	9	7	3	0.5526	0.5709	0.5715	0.5680	80
UNCWilmington	Colonial	9	5	5	0.6053	0.5628	0.5324	0.5675	81
Columbia	Ivy	8	6	2	0.5625	0.5878	0.5301	0.5670	82
UALR	SunBelt	13	4	4	0.7143	0.5278	0.4941	0.5660	83
Furman	Southern	14	2	2	0.8333	0.4681	0.4904	0.5650	84
LoyolaMarymount	WestCoast	9	5	6	0.6000	0.5580	0.5270	0.5631	85
DePaul	BigEast	12	5	3	0.6750	0.5120	0.5490	0.5622	86
Vanderbilt	SEC	11	6	3	0.6250	0.5186	0.5802	0.5621	87
NewHampshireU	AmericaEast	12	4	3	0.7105	0.5188	0.4958	0.5610	88
Providence	BigEast	7	7	5	0.5000	0.6015	0.5346	0.5600	89
CentralArkansas	Southland	14	2	6	0.7727	0.4869	0.4906	0.5593	90
SMU	American	9	8	1	0.5278	0.5787	0.5501	0.5588	91
NorthernKentucky	Horizon	14	3	1	0.8056	0.4833	0.4621	0.5588	92
WashingtonU	PacTwelve	9	10	0	0.4737	0.5926	0.5656	0.5561	93
WakeForest	ACC	3	10	4	0.2941	0.6688	0.5822	0.5539	94
CoastalCarolina	SunBelt	10	2	6	0.7222	0.4928	0.5102	0.5536	95
OklahomaU	BigTwelve	6	9	4	0.4211	0.6133	0.5653	0.5533	96
OldDominion	ConferenceUSA	10	3	7	0.6750	0.5170	0.5021	0.5528	97
TennesseeTech	OhioValley	13	4	3	0.7250	0.5022	0.4789	0.5521	98
VCU	AtlanticTen	9	3	7	0.6579	0.5191	0.5053	0.5505	99
Yale	Ivy	8	4	5	0.6176	0.5418	0.4919	0.5483	100
GeorgeWashington	AtlanticTen	14	5	1	0.7250	0.4666	0.5273	0.5464	101
Charlotte	ConferenceUSA	13	3	4	0.7500	0.4580	0.5168	0.5457	102
CalStateFullerton	BigWest	9	6	6	0.5714	0.5512	0.5076	0.5453	103
LSU	SEC	3	9	6	0.3333	0.6329	0.5727	0.5432	104
MissouriU	SEC	5	8	6	0.4211	0.5885	0.5644	0.5415	105
MontanaU	BigSky	12	5	4	0.6667	0.5133	0.4684	0.5404	106
EasternKentucky	OhioValley	9	4	7	0.6250	0.5183	0.4963	0.5397	107
Navy	Patriot	15	4	2	0.7619	0.4472	0.4926	0.5372	108
FairleighDickinson	Northeast	12	4	4	0.7000	0.4969	0.4524	0.5365	109
Buffalo	MidAmerican	13	4	3	0.7250	0.4717	0.4772	0.5364	110
GeorgeMason	AtlanticTen	7	8	4	0.4737	0.5727	0.5263	0.5363	111
HoustonBaptist	Southland	10	5	6	0.6190	0.5243	0.4771	0.5362	112
OregonU	PacTwelve	7	11	1	0.3947	0.5940	0.5559	0.5362	113
Rider	MetroAtlantic	10	4	6	0.6500	0.5058	0.4789	0.5359	114
KentuckyU	SEC	6	11	2	0.3684	0.6118	0.5504	0.5356	115
Colgate	Patriot	11	4	4	0.6842	0.4744	0.5076	0.5353	116
Duquesne	AtlanticTen	9	5	5	0.6053	0.5082	0.5167	0.5346	117
BostonU	Patriot	7	9	5	0.4524	0.5846	0.5095	0.5330	118
FloridaAtlantic	ConferenceUSA	9	8	3	0.5250	0.5386	0.5201	0.5306	119
UCSantaBarbara	BigWest	8	5	7	0.5750	0.5129	0.5183	0.5300	120
AppalachianState	SunBelt	9	5	6	0.6000	0.5149	0.4844	0.5286	121
ArizonaState	PacTwelve	5	10	4	0.3684	0.5960	0.5532	0.5284	122
Seattle	WAC	14	3	3	0.7750	0.4373	0.4605	0.5275	123
Liberty	AtlanticSun	8	7	4	0.5263	0.5406	0.5008	0.5271	124
Cornell	Ivy	2	6	6	0.3571	0.6140	0.5225	0.5269	125
Manhattan	MetroAtlantic	8	3	7	0.6389	0.5037	0.4614	0.5269	126
Belmont	OhioValley	9	5	4	0.6111	0.5049	0.4797	0.5251	127
Fordham	AtlanticTen	8	8	3	0.5000	0.5409	0.5156	0.5244	128
Dartmouth	Ivy	6	6	5	0.5000	0.5241	0.5422	0.5226	129
NorthernColorado	BigSky	14	5	1	0.7250	0.4410	0.4826	0.5224	130
William&Mary	Colonial	5	8	6	0.4211	0.5598	0.5485	0.5223	131
Troy	SunBelt	10	6	4	0.6000	0.4851	0.5173	0.5219	132
StJohns	BigEast	7	7	5	0.5000	0.5225	0.5417	0.5217	133
IllinoisState	MissouriValley	12	4	5	0.6905	0.4541	0.4874	0.5215	134
Louisville	ACC	7	7	3	0.5000	0.5029	0.5788	0.5211	135
SanFrancisco	WestCoast	9	9	2	0.5000	0.5306	0.5108	0.5197	136
WesternKentucky	ConferenceUSA	7	10	0	0.4118	0.5840	0.4986	0.5196	137
CalStateNorthridge	BigWest	9	3	6	0.6667	0.4581	0.4936	0.5193	138
UNCGreensboro	Southern	8	6	6	0.5500	0.5126	0.4904	0.5164	139
WesternMichigan	MidAmerican	13	5	3	0.6905	0.4500	0.4717	0.5156	140
WesternCarolina	Southern	8	6	7	0.5476	0.5136	0.4767	0.5129	141
AbileneChristian	Southland	11	6	3	0.6250	0.4778	0.4699	0.5126	142
SouthDakotaState	Summit	13	4	3	0.7250	0.4321	0.4596	0.5122	143
Siena	MetroAtlantic	6	2	12	0.6000	0.4882	0.4726	0.5120	144
Longwood	BigSouth	10	4	6	0.6500	0.4684	0.4543	0.5103	145
UMKC	WAC	14	3	6	0.7391	0.4167	0.4625	0.5090	146
LouisianaTech	ConferenceUSA	14	3	3	0.7750	0.3793	0.5077	0.5083	147
Purdue	BigTen	3	9	6	0.3333	0.5721	0.5540	0.5079	148
GeorgiaU	SEC	3	13	3	0.2368	0.6178	0.5588	0.5078	149
SanDiegoU	WestCoast	7	7	4	0.5000	0.4973	0.5297	0.5070	150
Hartford	AmericaEast	10	4	5	0.6579	0.4522	0.4634	0.5064	151
Campbell	BigSouth	10	5	4	0.6316	0.4741	0.4438	0.5059	152
Quinnipiac	MetroAtlantic	8	4	6	0.6111	0.4680	0.4754	0.5054	153
WyomingU	MountainWest	9	7	5	0.5476	0.4922	0.4873	0.5048	154
Syracuse	ACC	0	14	4	0.1111	0.6649	0.5692	0.5027	155
StonyBrook	AmericaEast	12	7	2	0.6190	0.4479	0.4949	0.5024	156
AustinPeay	OhioValley	9	4	6	0.6316	0.4409	0.4912	0.5011	157
Tulsa	American	6	8	3	0.4412	0.5114	0.5362	0.5000	158
CentralConnecticut	Northeast	12	3	4	0.7368	0.4009	0.4601	0.4997	159
IUPUI	Horizon	10	6	3	0.6053	0.4701	0.4498	0.4988	160
Milwaukee	Horizon	12	4	2	0.7222	0.4055	0.4599	0.4983	161
IowaU	BigTen	4	8	7	0.3947	0.5265	0.5450	0.4982	162
UtahState	MountainWest	8	6	6	0.5500	0.4763	0.4957	0.4981	163
IowaState	BigTwelve	4	11	4	0.3158	0.5664	0.5424	0.4978	164
Stetson	AtlanticSun	9	8	2	0.5263	0.4812	0.4986	0.4968	165
JamesMadison	Colonial	4	9	6	0.3684	0.5325	0.5479	0.4955	166
VermontU	AmericaEast	6	5	8	0.5263	0.5022	0.4550	0.4951	167
Mercer	Southern	9	4	6	0.6316	0.4426	0.4627	0.4947	168
Toledo	MidAmerican	6	5	9	0.5250	0.4939	0.4629	0.4939	169
Albany	AmericaEast	5	7	8	0.4500	0.5116	0.4895	0.4933	170
Lamar	Southland	10	5	5	0.6250	0.4295	0.4823	0.4916	171
AlabamaState	Southwestern	11	4	4	0.6842	0.4308	0.4202	0.4915	172
BoiseState	MountainWest	7	6	6	0.5263	0.4713	0.4946	0.4909	173
McNeeseState	Southland	9	5	7	0.5952	0.4482	0.4734	0.4905	174
EastCarolina	American	5	11	2	0.3333	0.5461	0.5360	0.4904	175
Elon	Colonial	5	9	4	0.3889	0.5235	0.5256	0.4904	176
Pittsburgh	ACC	3	13	2	0.2222	0.5878	0.5573	0.4888	177
SoutheastMissouriState	OhioValley	6	6	5	0.5000	0.4848	0.4910	0.4882	178
IllinoisU	BigTen	2	13	3	0.1944	0.6019	0.5427	0.4878	179
ArkansasState	SunBelt	5	8	5	0.4167	0.5214	0.4907	0.4868	180
Howard	Southwestern	13	4	4	0.7143	0.4082	0.4158	0.4866	181
Dayton	AtlanticTen	6	9	3	0.4167	0.5097	0.5075	0.4859	182
UCIrvine	BigWest	3	8	7	0.3611	0.5228	0.5346	0.4853	183
IndianaU	BigTen	5	8	5	0.4167	0.4796	0.5655	0.4853	184
DelawareU	Colonial	4	10	4	0.3333	0.5395	0.5253	0.4842	185
ColoradoCollege	MountainWest	4	8	6	0.3889	0.5265	0.4921	0.4835	186
Xavier	BigEast	5	9	4	0.3889	0.5086	0.5280	0.4835	187
OregonState	PacTwelve	2	15	2	0.1579	0.6072	0.5609	0.4833	188
CalPoly	BigWest	2	11	6	0.2632	0.5779	0.5111	0.4832	189
Binghamton	AmericaEast	7	3	9	0.6053	0.4285	0.4705	0.4830	190
MissouriState	MissouriValley	5	8	8	0.4286	0.5161	0.4709	0.4829	191
FresnoState	MountainWest	5	8	6	0.4211	0.5106	0.4896	0.4828	192
MiamiFL	ACC	4	11	3	0.3056	0.5309	0.5576	0.4813	193
EastTennesseeState	Southern	7	9	3	0.4474	0.5021	0.4725	0.4810	194
Lehigh	Patriot	6	7	5	0.4722	0.4824	0.4869	0.4810	195
Houston	American	6	8	5	0.4474	0.4826	0.5098	0.4806	196
Radford	BigSouth	9	5	5	0.6053	0.4333	0.4492	0.4803	197
CentralMichigan	MidAmerican	8	8	4	0.5000	0.4645	0.4832	0.4780	198
NewMexicoU	MountainWest	7	7	6	0.5000	0.4611	0.4866	0.4772	199
BowlingGreen	MidAmerican	6	8	6	0.4500	0.4945	0.4690	0.4770	200
LoyolaChicago	MissouriValley	4	8	5	0.3824	0.5168	0.4890	0.4762	201
UCRiverside	BigWest	4	6	8	0.4444	0.4880	0.4802	0.4752	202
Marshall	ConferenceUSA	5	9	3	0.3824	0.5144	0.4912	0.4747	203
UtahValley	WAC	7	8	5	0.4750	0.4733	0.4762	0.4742	204
UTEP	ConferenceUSA	10	6	3	0.6053	0.4024	0.4865	0.4742	205
GeorgiaSouthern	SunBelt	4	7	7	0.4167	0.4918	0.4954	0.4739	206
TexasState	SunBelt	5	9	5	0.3947	0.4987	0.5016	0.4735	207
UAB	ConferenceUSA	1	13	3	0.1471	0.6252	0.4941	0.4727	208
StFrancis	Northeast	6	7	6	0.4737	0.4890	0.4376	0.4716	209
KansasState	BigTwelve	2	15	1	0.1389	0.5990	0.5424	0.4713	210
MichiganState	BigTen	6	10	2	0.3889	0.4766	0.5403	0.4706	211
CollegeofCharleston	Colonial	4	12	3	0.2895	0.5342	0.5227	0.4702	212
OralRoberts	Summit	9	7	6	0.5455	0.4366	0.4601	0.4697	213
PennsylvaniaU	Ivy	4	7	5	0.4063	0.4777	0.5131	0.4687	214
NorthernArizona	BigSky	8	7	4	0.5263	0.4442	0.4643	0.4681	215
MiddleTennessee	ConferenceUSA	4	9	4	0.3529	0.5126	0.4917	0.4674	216
KennesawState	AtlanticSun	6	10	3	0.3947	0.4860	0.4972	0.4660	217
MarylandU	BigTen	1	15	3	0.1316	0.5868	0.5507	0.4640	218
SouthernMississippi	ConferenceUSA	8	7	3	0.5278	0.4190	0.4894	0.4638	219
EasternMichigan	MidAmerican	6	9	6	0.4286	0.4729	0.4813	0.4637	220
Chattanooga	Southern	5	12	3	0.3250	0.5309	0.4608	0.4612	221
WrightState	Horizon	8	7	4	0.5263	0.4234	0.4698	0.4605	222
NorthDakotaState	Summit	7	5	5	0.5588	0.4211	0.4415	0.4595	223
TexasSouthern	Southwestern	9	6	3	0.5833	0.4201	0.4172	0.4585	224
IdahoU	BigSky	7	8	4	0.4737	0.4478	0.4690	0.4574	225
SIUEdwardsville	OhioValley	5	6	6	0.4706	0.4374	0.4836	0.4573	226
Towson	Colonial	2	11	6	0.2632	0.5203	0.5148	0.4547	227
Valparaiso	MissouriValley	7	5	7	0.5526	0.4046	0.4600	0.4546	228
GardnerWebb	BigSouth	6	10	3	0.3947	0.4840	0.4520	0.4537	229
Creighton	BigEast	3	9	5	0.3235	0.4850	0.5133	0.4517	230
Niagara	MetroAtlantic	4	9	6	0.3684	0.4854	0.4683	0.4517	231
UMassLowell	AmericaEast	4	8	6	0.3889	0.4684	0.4708	0.4487	232
Villanova	BigEast	2	13	3	0.1944	0.5325	0.5343	0.4485	233
Temple	American	4	11	3	0.3056	0.4826	0.5207	0.4479	234
Fairfield	MetroAtlantic	6	9	5	0.4250	0.4555	0.4474	0.4467	235
AirForce	MountainWest	2	8	7	0.3235	0.4888	0.4808	0.4448	236
NorthAlabama	AtlanticSun	4	8	7	0.3947	0.4506	0.4810	0.4443	237
TexasCorpusChristi	Southland	4	10	5	0.3421	0.4846	0.4650	0.4441	238
HawaiiU	BigWest	5	9	4	0.3889	0.4403	0.5040	0.4431	239
ColoradoState	MountainWest	1	11	7	0.2368	0.5227	0.4785	0.4393	240
UNI	MissouriValley	2	6	10	0.3889	0.4517	0.4664	0.4390	241
Marist	MetroAtlantic	6	10	4	0.4000	0.4401	0.4714	0.4375	242
RhodeIslandU	AtlanticTen	2	12	4	0.2222	0.5205	0.4868	0.4373	243
UNCAsheville	BigSouth	8	6	4	0.5556	0.3851	0.4265	0.4372	244
Canisius	MetroAtlantic	6	7	5	0.4722	0.4122	0.4513	0.4368	245
UCDavis	BigWest	3	10	6	0.3158	0.4727	0.4970	0.4366	246
TexasRGV	WAC	5	10	6	0.3810	0.4519	0.4545	0.4348	247
MiamiOH	MidAmerican	2	12	4	0.2222	0.5162	0.4839	0.4346	248
ClevelandState	Horizon	4	7	7	0.4167	0.4392	0.4452	0.4344	249
Lafayette	Patriot	7	9	2	0.4444	0.4050	0.4757	0.4325	250
NorthFlorida	AtlanticSun	5	7	5	0.4412	0.4136	0.4645	0.4310	251
JacksonvilleState	OhioValley	4	11	4	0.3158	0.4680	0.4707	0.4304	252
LouisianaLafayette	SunBelt	2	12	4	0.2222	0.4964	0.5020	0.4286	253
LouisianaMonroe	SunBelt	2	11	5	0.2500	0.4942	0.4706	0.4271	254
OhioU	MidAmerican	2	13	4	0.2105	0.5101	0.4748	0.4264	255
Bryant	Northeast	5	6	6	0.4706	0.3933	0.4471	0.4252	256
Denver	Summit	5	11	3	0.3421	0.4382	0.4785	0.4240	257
MassachusettsU	AtlanticTen	4	10	3	0.3235	0.4361	0.4933	0.4223	258
UNOmaha	Summit	5	12	2	0.3158	0.4555	0.4565	0.4195	259
NorthwesternState	Southland	6	10	3	0.3947	0.4181	0.4573	0.4192	260
Richmond	AtlanticTen	3	13	2	0.2222	0.4756	0.5030	0.4191	261
Gonzaga	WestCoast	5	11	3	0.3421	0.4030	0.5215	0.4174	262
PortlandU	WestCoast	3	15	2	0.2000	0.4829	0.5015	0.4168	263
Morehead	OhioValley	2	14	2	0.1667	0.5015	0.4974	0.4167	264
SacramentoState	BigSky	4	11	4	0.3158	0.4431	0.4662	0.4155	265
HolyCross	Patriot	3	12	2	0.2353	0.4766	0.4743	0.4150	266
NorthernIllinois	MidAmerican	5	10	4	0.3684	0.4112	0.4658	0.4141	267
SetonHall	BigEast	2	14	2	0.1667	0.4949	0.4989	0.4138	268
UTSA	ConferenceUSA	1	14	2	0.1176	0.5370	0.4676	0.4132	269
SamHoustonState	Southland	2	12	4	0.2222	0.4766	0.4737	0.4123	270
WeberState	BigSky	3	12	3	0.2500	0.4632	0.4720	0.4121	271
CalStateBakersfield	WAC	3	10	5	0.3056	0.4565	0.4343	0.4112	272
GrandCanyon	WAC	4	10	7	0.3571	0.4202	0.4520	0.4107	273
Evansville	MissouriValley	2	12	3	0.2059	0.4797	0.4764	0.4102	274
VMI	Southern	7	12	1	0.3750	0.4078	0.4544	0.4097	275
StBonaventure	AtlanticTen	1	15	3	0.1316	0.5097	0.4852	0.4090	276
IllinoisChicago	Horizon	3	14	3	0.2250	0.4877	0.4405	0.4089	277
GeorgiaState	SunBelt	0	11	7	0.1944	0.4647	0.5114	0.4088	278
UMBC	AmericaEast	5	9	3	0.3824	0.3992	0.4619	0.4080	279
ArkansasPineBluff	Southwestern	3	7	4	0.3571	0.4285	0.4135	0.4069	280
Presbyterian	BigSouth	3	9	4	0.3125	0.4443	0.4226	0.4050	281
MississippiValley	Southwestern	6	7	5	0.4722	0.3836	0.4025	0.4048	282
StMarys	WestCoast	3	10	6	0.3158	0.4037	0.4938	0.4039	283
CharlestonSouthern	BigSouth	4	9	5	0.3611	0.4076	0.4428	0.4034	284
FIU	ConferenceUSA	0	16	2	0.0556	0.5342	0.4911	0.4029	285
JacksonvilleU	AtlanticSun	2	12	3	0.2059	0.4585	0.4817	0.4009	286
NJIT	AtlanticSun	1	12	5	0.1944	0.4733	0.4627	0.3982	287
TennesseeMartin	OhioValley	2	12	2	0.1875	0.4577	0.4830	0.3957	288
SacredHeart	Northeast	5	12	1	0.3056	0.4168	0.4542	0.3957	289
PortlandState	BigSky	3	12	2	0.2353	0.4502	0.4568	0.3951	290
SouthDakotaU	Summit	4	11	3	0.3056	0.4248	0.4285	0.3950	291
Detroit	Horizon	3	11	2	0.2500	0.4393	0.4495	0.3945	292
MaineU	AmericaEast	1	10	4	0.2000	0.4708	0.4441	0.3931	293
SouthernUtah	BigSky	2	11	5	0.2500	0.4336	0.4592	0.3928	294
Winthrop	BigSouth	3	10	5	0.3056	0.4118	0.4383	0.3904	295
Grambling	Southwestern	4	12	3	0.2895	0.4411	0.4019	0.3893	296
Davidson	AtlanticTen	1	17	1	0.0789	0.4908	0.4945	0.3888	297
IncarnateWord	Southland	0	12	4	0.1250	0.4853	0.4571	0.3866	298
NichollsState	Southland	4	10	5	0.3421	0.3951	0.4320	0.3857	299
IndianaState	MissouriValley	2	9	6	0.2941	0.4025	0.4479	0.3848	300
SELouisiana	Southland	2	11	4	0.2353	0.4263	0.4553	0.3843	301
NorthDakotaU	Summit	6	8	1	0.4333	0.3365	0.4313	0.3824	302
Army	Patriot	2	13	4	0.2105	0.4313	0.4601	0.3824	303
Oakland	Horizon	2	12	3	0.2059	0.4252	0.4568	0.3783	304
RobertMorris	Northeast	5	12	1	0.3056	0.3940	0.4257	0.3765	305
CaliforniaBaptist	WAC	4	9	3	0.3438	0.3544	0.4357	0.3705	306
WesternIllinois	Summit	1	16	1	0.0833	0.4912	0.4213	0.3702	307
IdahoState	BigSky	0	16	0	0.0000	0.5094	0.4604	0.3698	308
PrairieViewA&M	Southwestern	4	10	4	0.3333	0.3637	0.4246	0.3678	309
Akron	MidAmerican	2	15	2	0.1579	0.4277	0.4622	0.3647	310
Iona	MetroAtlantic	3	14	2	0.2105	0.4059	0.4504	0.3645	311
Wofford	Southern	3	14	3	0.2250	0.4103	0.4382	0.3644	312
Citadel	Southern	4	13	0	0.2353	0.3917	0.4503	0.3638	313
American	Patriot	2	13	2	0.1765	0.4141	0.4559	0.3602	314
NevadaU	MountainWest	2	17	0	0.1053	0.4404	0.4812	0.3601	315
EasternIllinois	OhioValley	2	14	2	0.1667	0.4194	0.4437	0.3573	316
USCUpstate	BigSouth	4	9	3	0.3438	0.3302	0.4292	0.3552	317
Pacific	WestCoast	0	17	2	0.0526	0.4438	0.4782	0.3500	318
NewMexicoState	WAC	1	15	2	0.1111	0.4234	0.4399	0.3454	319
LoyolaMD	Patriot	2	14	2	0.1667	0.3685	0.4597	0.3351	320
LongIsland	Northeast	1	14	3	0.1389	0.3710	0.4432	0.3262	321
Wagner	Northeast	1	13	3	0.1471	0.3655	0.4371	0.3249	322
MountStMary	Northeast	1	13	2	0.1250	0.3791	0.4209	0.3197	323
IPFW	Summit	1	15	3	0.1316	0.3706	0.4298	0.3174	324
JacksonState	Southwestern	1	14	4	0.1579	0.3654	0.4095	0.3168	325
DelawareState	Independent	2	17	0	0.1053	0.3888	0.4244	0.3165	326
GreenBay	Horizon	0	15	2	0.0588	0.3947	0.4337	0.3147	327
StPeters	MetroAtlantic	1	16	0	0.0588	0.3722	0.4437	0.3038	328
SouthernU	Southwestern	1	12	2	0.1333	0.3547	0.3970	0.3010	329
AlcornState	Southwestern	0	11	3	0.1071	0.3653	0.3912	0.3002	330
YoungstownState	Horizon	0	15	3	0.0833	0.3545	0.4306	0.2972	331
Hampton	BigSouth	0	14	0	0.0000	0.3840	0.4229	0.2887	332
AlabamaA&M	Southwestern	0	15	1	0.0313	0.3430	0.4085	0.2741	333
SouthCarolinaState	Independent	0	13	0	0.0000	0.3436	0.4217	0.2621	334
ChicagoState	WAC	0	17	1	0.0278	0.2936	0.4267	0.2454	335