Margin-Aware Bradley-Terry Ratings for College Basketball 2016-17

Updated through games of April 3

Parameters

Home field: Multiply home rating by 1.502
Victory point formula: `V_A=1/(1+e^(-M_A/5.0))`
Win probability for a matchup: `W_(A,B)=R_A^1.74/(R_A^1.74+R_B^1.74)`
Expected margin for a matchup: `M_(A,B)=9.3*ln(R_A/R_B)`
Home field equivalent to 3.8 points in expected margin

Ratings

Rank	Team	Record	SOS	Rating	Win % vs Average	Margin vs Average
1	Gonzaga	37-2	1.89	12.203	0.9873	23.3
2	Villanova	32-4	2.131	9.0075	0.9786	20.4
3	Kentucky	32-6	2.433	8.4876	0.9764	19.9
4	North Carolina	32-7	2.716	7.3585	0.9699	18.6
5	Kansas	31-5	2.514	7.3153	0.9696	18.5
6	Arizona	32-5	2.104	7.2527	0.9692	18.4
7	UCLA	31-5	1.996	7.0359	0.9675	18.1
8	Florida	27-9	2.577	6.633	0.9642	17.6
9	Oregon	32-6	2.118	6.4972	0.9629	17.4
10	West Virginia	28-9	2.34	6.4544	0.9625	17.3
11	SMU	30-5	1.551	6.104	0.9588	16.8
12	Wichita St.	30-5	1.371	5.9946	0.9576	16.7
13	Saint Mary’s	29-5	1.569	5.7531	0.9545	16.3
14	Duke	28-9	2.502	5.7383	0.9544	16.2
15	Baylor	26-8	2.54	5.6992	0.9538	16.2
16	Louisville	25-9	2.397	5.455	0.9504	15.8
17	Purdue	27-8	2.073	5.1058	0.9446	15.2
18	Cincinnati	30-6	1.67	5.0093	0.9429	15.0
19	Virginia	23-11	2.468	4.9064	0.9409	14.8
20	Iowa St.	24-11	2.593	4.8192	0.9391	14.6
21	Butler	25-9	2.25	4.6014	0.9344	14.2
22	Wisconsin	27-10	2.114	4.5196	0.9324	14.0
23	Florida St.	26-9	2.075	4.3519	0.9282	13.7
24	Michigan	26-12	2.234	4.2538	0.9255	13.5
25	Notre Dame	26-10	2.204	4.1544	0.9226	13.2
26	South Carolina	25-11	2.177	4.101	0.9210	13.1
27	Oklahoma St.	19-13	2.556	4.0946	0.9208	13.1
28	Creighton	24-10	1.952	3.9574	0.9163	12.8
29	Middle Tennessee	30-5	1.139	3.689	0.9065	12.1
30	Minnesota	24-10	1.859	3.5257	0.8996	11.7
31	Rhode Island	25-10	1.587	3.4236	0.8949	11.4
32	Dayton	23-8	1.504	3.3716	0.8923	11.3
33	Arkansas	26-10	1.888	3.3015	0.8888	11.1
34	Kansas St.	21-14	2.161	3.2087	0.8838	10.8
35	UNC Wilmington	27-6	1.205	3.1888	0.8827	10.8
36	VCU	26-9	1.493	3.1107	0.8781	10.6
37	Northwestern	24-12	1.845	3.0839	0.8765	10.5
38	USC	26-10	1.723	3.0769	0.8761	10.5
39	Illinois St.	27-7	1.198	3.0364	0.8735	10.3
40	Nevada	28-7	1.236	3.0283	0.8730	10.3
41	Xavier	24-14	2.26	2.9953	0.8709	10.2
42	Wake Forest	19-14	2.151	2.9726	0.8694	10.1
43	TCU	23-15	2.121	2.9042	0.8647	9.9
44	Maryland	23-9	1.725	2.8156	0.8583	9.6
45	Marquette	19-13	1.851	2.8067	0.8576	9.6
46	Miami FL	21-12	1.968	2.7939	0.8567	9.6
47	Vanderbilt	19-16	2.207	2.7686	0.8547	9.5
48	Vermont	28-6	0.9899	2.7483	0.8531	9.4
49	Clemson	17-16	2.061	2.741	0.8525	9.4
50	Michigan St.	20-15	2.153	2.739	0.8524	9.4
51	Virginia Tech	22-11	1.837	2.7248	0.8512	9.3
52	East Tennessee St.	25-8	1.148	2.6309	0.8433	9.0
53	Seton Hall	21-12	1.9	2.6177	0.8422	8.9
54	UT Arlington	25-9	1.224	2.6161	0.8420	8.9
55	Utah	18-12	1.409	2.4208	0.8232	8.2
56	Bucknell	26-9	0.9792	2.3926	0.8202	8.1
57	California	21-13	1.568	2.3612	0.8168	8.0
58	Monmouth	27-7	1.027	2.3609	0.8168	8.0
59	Indiana	18-16	1.862	2.358	0.8165	8.0
60	New Mexico St.	25-6	0.9159	2.3351	0.8139	7.9
61	Providence	20-13	1.734	2.329	0.8132	7.9
62	Houston	21-11	1.337	2.3035	0.8103	7.8
63	Princeton	22-7	1.11	2.3034	0.8103	7.8
64	Texas Tech	18-14	1.678	2.2841	0.8080	7.7
65	Alabama	19-15	1.653	2.2	0.7977	7.3
66	Georgia	18-15	2.072	2.1911	0.7966	7.3
67	Tennessee	15-16	2.046	2.1501	0.7912	7.1
68	Illinois	19-15	1.791	2.1353	0.7892	7.1
69	Georgia Tech	20-16	1.77	2.1178	0.7868	7.0
70	BYU	22-12	1.248	2.115	0.7864	7.0
71	Belmont	22-7	1.085	2.1015	0.7845	6.9
72	Syracuse	19-15	1.671	2.0949	0.7836	6.9
73	UCF	24-12	1.346	2.0422	0.7760	6.6
74	Mississippi	22-14	1.64	1.9916	0.7683	6.4
75	Iowa	19-15	1.602	1.9764	0.7659	6.3
76	Texas A&M	16-15	1.724	1.9509	0.7618	6.2
77	Pittsburgh	16-17	2.009	1.9478	0.7613	6.2
78	Colorado	18-15	1.492	1.9471	0.7612	6.2
79	College of Charleston	24-10	1.115	1.9407	0.7602	6.2
80	Oakland	23-9	0.9012	1.9238	0.7574	6.1
81	Winthrop	24-7	0.8682	1.9104	0.7552	6.0
82	San Diego St.	18-14	1.211	1.8923	0.7521	5.9
83	Cal St. Bakersfield	22-10	1.157	1.8903	0.7517	5.9
84	Valparaiso	23-9	0.9951	1.87	0.7482	5.8
85	Colorado St.	22-12	1.211	1.826	0.7403	5.6
86	Akron	26-9	1.055	1.8224	0.7397	5.6
87	Ohio St.	17-15	1.601	1.8091	0.7372	5.5
88	UNC Asheville	21-10	0.971	1.8039	0.7362	5.5
89	St. Bonaventure	20-12	1.155	1.7814	0.7320	5.4
90	Richmond	22-13	1.313	1.7645	0.7287	5.3
91	Davidson	17-15	1.442	1.731	0.7221	5.1
92	Florida Gulf Coast	23-8	0.9027	1.7113	0.7180	5.0
93	Furman	21-12	1.087	1.6852	0.7126	4.9
94	Georgetown	14-18	1.777	1.6845	0.7125	4.8
95	Louisiana Tech	21-10	0.8446	1.6741	0.7102	4.8
96	Memphis	19-13	1.186	1.6711	0.7096	4.8
97	Auburn	18-14	1.501	1.6475	0.7045	4.6
98	Boise St.	19-12	1.33	1.6382	0.7024	4.6
99	Oklahoma	11-20	2.106	1.6205	0.6985	4.5
100	Ohio	19-11	0.9359	1.6148	0.6972	4.5
101	Saint Peter’s	23-13	0.9764	1.6002	0.6938	4.4
102	UNC Greensboro	22-10	1.055	1.5822	0.6896	4.3
103	Penn St.	15-18	1.71	1.5752	0.6880	4.2
104	Chattanooga	17-12	1.093	1.5664	0.6859	4.2
105	Fresno St.	18-13	1.271	1.5514	0.6822	4.1
106	Loyola Chicago	16-14	1.032	1.5245	0.6756	3.9
107	Lehigh	19-12	0.9654	1.5176	0.6739	3.9
108	Harvard	16-10	0.9172	1.5111	0.6723	3.8
109	Mississippi St.	16-16	1.398	1.5031	0.6702	3.8
110	Iona	22-13	1.015	1.4754	0.6630	3.6
111	San Francisco	19-13	1.096	1.4736	0.6625	3.6
112	Texas	11-22	2.129	1.4329	0.6516	3.3
113	New Mexico	17-14	1.25	1.3966	0.6414	3.1
114	Stanford	13-17	1.707	1.3705	0.6338	2.9
115	Buffalo	15-15	1.091	1.3441	0.6259	2.8
116	Arkansas St.	19-12	1.026	1.3439	0.6258	2.7
117	Georgia St.	18-13	1.057	1.3388	0.6243	2.7
118	Towson	19-13	1.058	1.3371	0.6238	2.7
119	Temple	16-16	1.277	1.3297	0.6215	2.7
120	Old Dominion	19-12	0.9439	1.3283	0.6211	2.6
121	Northern Kentucky	22-11	0.9147	1.319	0.6182	2.6
122	Connecticut	15-17	1.421	1.3173	0.6176	2.6
123	North Carolina Central	22-9	0.5644	1.3144	0.6167	2.5
124	George Mason	19-14	1.11	1.3032	0.6132	2.5
125	Albany	20-14	0.8731	1.2982	0.6116	2.4
126	Grand Canyon	20-9	0.8413	1.2913	0.6094	2.4
127	Texas A&M Corpus Chris	21-12	0.8219	1.2774	0.6049	2.3
128	Louisiana Lafayette	19-12	0.9703	1.2751	0.6042	2.3
129	South Dakota	20-12	0.8953	1.2743	0.6039	2.3
130	North Carolina St.	15-17	1.562	1.2743	0.6039	2.3
131	Troy	20-15	0.9486	1.2538	0.5971	2.1
132	Wyoming	21-15	0.9924	1.2449	0.5941	2.0
133	La Salle	15-15	1.234	1.2438	0.5938	2.0
134	Nebraska	11-19	1.94	1.2361	0.5912	2.0
135	Rice	21-12	0.7843	1.2322	0.5898	1.9
136	Toledo	16-17	1.034	1.216	0.5842	1.8
137	George Washington	20-15	1.155	1.2143	0.5837	1.8
138	New Orleans	17-12	0.8522	1.2106	0.5824	1.8
139	Yale	17-11	0.9507	1.2046	0.5803	1.7
140	Kent St.	21-14	0.9575	1.2037	0.5799	1.7
141	St. John’s	14-19	1.586	1.2016	0.5792	1.7
142	Marshall	19-15	1.029	1.1964	0.5774	1.7
143	Elon	16-14	1.011	1.1954	0.5770	1.7
144	New Hampshire	17-12	0.8826	1.1912	0.5755	1.6
145	Arizona St.	15-18	1.484	1.186	0.5737	1.6
146	Mercer	13-17	1.138	1.1786	0.5710	1.5
147	North Dakota	19-10	0.7695	1.1643	0.5658	1.4
148	Santa Clara	16-16	1.143	1.1616	0.5648	1.4
149	North Dakota St.	17-11	0.9509	1.1403	0.5569	1.2
150	Tulsa	15-17	1.326	1.1239	0.5506	1.1
151	Ball St.	20-13	0.8404	1.1228	0.5502	1.1
152	Massachusetts	15-18	1.108	1.1201	0.5492	1.1
153	Fort Wayne	17-13	0.8823	1.1127	0.5463	1.0
154	UC Irvine	19-15	0.9073	1.1121	0.5461	1.0
155	Wofford	13-17	1.181	1.1033	0.5427	0.9
156	William & Mary	15-14	1.121	1.1017	0.5420	0.9
157	Missouri St.	16-16	0.9856	1.0932	0.5387	0.8
158	Northeastern	15-16	1.107	1.088	0.5366	0.8
159	Utah St.	13-17	1.182	1.0821	0.5343	0.7
160	Southern Illinois	16-16	1.122	1.0785	0.5328	0.7
161	Samford	18-16	0.9848	1.0759	0.5318	0.7
162	Tennessee St.	15-13	0.9451	1.0749	0.5314	0.7
163	Siena	17-17	1.029	1.073	0.5306	0.7
164	Jacksonville St.	18-15	0.9633	1.0728	0.5305	0.7
165	Wright St.	18-12	0.9453	1.072	0.5302	0.6
166	Utah Valley	14-17	1.038	1.054	0.5229	0.5
167	Nebraska Omaha	17-14	1.015	1.0468	0.5199	0.4
168	Lipscomb	17-13	0.8159	1.0461	0.5196	0.4
169	Gardner Webb	16-14	0.8565	1.0425	0.5181	0.4
170	Georgia Southern	16-15	1.032	1.0358	0.5153	0.3
171	Texas Southern	23-12	0.783	1.0347	0.5149	0.3
172	Eastern Washington	20-12	0.7744	1.0338	0.5144	0.3
173	Rutgers	14-18	1.381	1.0319	0.5137	0.3
174	Weber St.	18-14	0.7983	1.0289	0.5124	0.3
175	UMBC	19-13	0.7717	1.0169	0.5073	0.2
176	Texas St.	20-14	0.8362	1.0135	0.5058	0.1
177	Western Michigan	15-16	1.033	1.0015	0.5007	0.0
178	Canisius	18-16	0.9124	0.99425	0.4975	-0.1
179	Loyola Marymount	14-15	1.071	0.96753	0.4856	-0.3
180	Eastern Michigan	12-17	1.123	0.95978	0.4822	-0.4
181	Evansville	14-17	1.101	0.95561	0.4803	-0.4
182	Northern Iowa	13-16	1.275	0.94934	0.4774	-0.5
183	Green Bay	16-14	0.9141	0.93853	0.4724	-0.6
184	East Carolina	15-18	1.028	0.93334	0.4700	-0.6
185	Penn	13-15	0.9319	0.9114	0.4597	-0.9
186	Coastal Carolina	18-19	1.002	0.9069	0.4576	-0.9
187	Denver	16-14	0.8179	0.90194	0.4552	-1.0
188	Tennessee Martin	20-13	0.8134	0.89947	0.4540	-1.0
189	UC Davis	21-13	0.7561	0.89639	0.4526	-1.0
190	Boston University	17-14	0.8247	0.89546	0.4521	-1.0
191	LSU	10-21	1.628	0.89337	0.4511	-1.0
192	Liberty	18-14	0.796	0.88842	0.4487	-1.1
193	Washington St.	12-18	1.407	0.87531	0.4423	-1.2
194	Stony Brook	18-14	0.7582	0.86774	0.4386	-1.3
195	South Dakota St.	16-17	1.002	0.85301	0.4313	-1.5
196	UAB	16-16	0.8917	0.84245	0.4260	-1.6
197	Murray St.	14-17	0.8127	0.8378	0.4236	-1.6
198	Montana	16-16	0.7632	0.83724	0.4233	-1.7
199	Hofstra	14-17	0.9591	0.83089	0.4201	-1.7
200	Sam Houston St.	17-13	0.7686	0.82237	0.4157	-1.8
201	Fairfield	16-15	0.8813	0.82151	0.4153	-1.8
202	Rider	18-15	0.7987	0.82054	0.4148	-1.8
203	Holy Cross	15-17	0.8694	0.81981	0.4144	-1.8
204	Saint Joseph’s	11-20	1.254	0.81819	0.4136	-1.9
205	Navy	15-16	0.8313	0.81762	0.4133	-1.9
206	Mount St. Mary’s	20-16	0.8235	0.80729	0.4079	-2.0
207	Washington	9-22	1.416	0.80345	0.4059	-2.0
208	Houston Baptist	13-14	0.9166	0.80167	0.4050	-2.1
209	Fordham	12-19	1.075	0.7992	0.4037	-2.1
210	Morehead St.	12-16	0.9841	0.78163	0.3944	-2.3
211	Idaho	17-14	0.7114	0.77623	0.3916	-2.4
212	Boston College	9-23	1.434	0.76748	0.3869	-2.5
213	UTEP	14-17	0.8394	0.7672	0.3867	-2.5
214	Central Michigan	14-16	0.8864	0.75314	0.3791	-2.6
215	UMKC	15-17	0.9547	0.74812	0.3764	-2.7
216	IUPUI	12-18	0.9701	0.74777	0.3762	-2.7
217	Lamar	15-15	0.7115	0.73454	0.3689	-2.9
218	Northern Illinois	12-17	0.8752	0.73162	0.3673	-2.9
219	Missouri	8-24	1.345	0.72534	0.3638	-3.0
220	San Jose St.	12-16	1.07	0.72034	0.3611	-3.1
221	Eastern Illinois	12-15	0.7509	0.71775	0.3596	-3.1
222	Bradley	12-20	1.101	0.71328	0.3571	-3.1
223	Stephen F. Austin	15-15	0.7921	0.70588	0.3530	-3.2
224	Indiana St.	10-20	1.124	0.7021	0.3508	-3.3
225	Loyola MD	15-17	0.8509	0.69752	0.3482	-3.4
226	Southeastern Louisiana	14-16	0.6964	0.69293	0.3456	-3.4
227	Western Kentucky	15-17	0.8209	0.67852	0.3374	-3.6
228	Illinois Chicago	15-19	0.7846	0.67577	0.3358	-3.6
229	San Diego	12-18	0.9584	0.66942	0.3322	-3.7
230	USC Upstate	13-16	0.7762	0.65982	0.3266	-3.9
231	Little Rock	13-17	0.8254	0.65915	0.3262	-3.9
232	Long Beach St.	13-19	0.8902	0.65915	0.3262	-3.9
233	South Alabama	12-18	0.8979	0.6568	0.3249	-3.9
234	Air Force	10-21	1.02	0.65656	0.3247	-3.9
235	Duquesne	10-22	0.9315	0.6552	0.3239	-3.9
236	High Point	12-16	0.7547	0.64832	0.3199	-4.0
237	Wagner	15-14	0.5931	0.63508	0.3122	-4.2
238	LIU Brooklyn	19-12	0.5606	0.63101	0.3098	-4.3
239	Alcorn St.	15-14	0.6019	0.63073	0.3096	-4.3
240	DePaul	9-23	1.288	0.63039	0.3094	-4.3
241	Pacific	10-22	1.043	0.63018	0.3093	-4.3
242	Charlotte	12-17	0.8703	0.62806	0.3080	-4.3
243	Portland St.	12-16	0.6773	0.62264	0.3048	-4.4
244	Army	12-19	0.7703	0.61684	0.3014	-4.5
245	Columbia	10-16	0.8035	0.61606	0.3009	-4.5
246	UNLV	11-21	1.009	0.61226	0.2987	-4.6
247	Bowling Green	12-19	0.9065	0.61021	0.2974	-4.6
248	Montana St.	14-16	0.6673	0.60805	0.2962	-4.6
249	James Madison	9-23	0.979	0.59952	0.2911	-4.8
250	Kennesaw St.	12-18	0.7598	0.59645	0.2892	-4.8
251	Campbell	16-18	0.6796	0.59438	0.2880	-4.8
252	St. Francis PA	16-17	0.6262	0.58974	0.2852	-4.9
253	Cleveland St.	8-22	0.9478	0.57406	0.2757	-5.2
254	Seattle	10-17	0.7647	0.57121	0.2740	-5.2
255	UTSA	12-19	0.8482	0.56831	0.2722	-5.3
256	Southeast Missouri St.	13-18	0.7526	0.56786	0.2720	-5.3
257	Eastern Kentucky	10-19	0.8891	0.54903	0.2605	-5.6
258	Oral Roberts	6-22	1.096	0.54842	0.2601	-5.6
259	North Florida	11-19	0.958	0.54715	0.2594	-5.6
260	Radford	12-18	0.8106	0.54616	0.2588	-5.6
261	Cal St. Fullerton	15-15	0.5847	0.53696	0.2531	-5.8
262	Hawaii	13-16	0.6054	0.53635	0.2528	-5.8
263	Robert Morris	14-19	0.713	0.52997	0.2488	-5.9
264	Norfolk St.	15-17	0.6019	0.52781	0.2475	-5.9
265	Brown	11-17	0.6921	0.52351	0.2449	-6.0
266	Fairleigh Dickinson	10-19	0.7249	0.52233	0.2442	-6.0
267	Saint Louis	12-21	0.9878	0.51497	0.2396	-6.2
268	Tennessee Tech	10-20	0.8196	0.51428	0.2392	-6.2
269	Niagara	10-23	0.8187	0.50699	0.2347	-6.3
270	Drexel	8-23	0.9146	0.50437	0.2331	-6.4
271	Milwaukee	10-24	0.9147	0.50054	0.2307	-6.4
272	Bryant	11-20	0.6829	0.50005	0.2304	-6.4
273	Louisiana Monroe	7-24	0.9545	0.49982	0.2303	-6.4
274	Portland	9-22	1.005	0.49502	0.2273	-6.5
275	Florida Atlantic	8-20	0.8278	0.48905	0.2236	-6.7
276	Jacksonville	13-16	0.6131	0.48764	0.2228	-6.7
277	Delaware	11-20	0.9557	0.48293	0.2199	-6.8
278	Austin Peay	9-19	0.8785	0.48017	0.2182	-6.8
279	Colgate	9-22	0.8311	0.47789	0.2167	-6.9
280	Northwestern St.	9-16	0.7663	0.47764	0.2166	-6.9
281	Abilene Christian	9-16	0.7518	0.47562	0.2153	-6.9
282	Nicholls St.	10-17	0.8226	0.46647	0.2097	-7.1
283	Appalachian St.	7-21	0.9693	0.45933	0.2053	-7.2
284	Manhattan	10-22	0.8657	0.45584	0.2031	-7.3
285	Tulane	6-25	1.099	0.45401	0.2020	-7.3
286	Cornell	7-21	0.9207	0.4507	0.1999	-7.4
287	Northern Colorado	9-18	0.7204	0.45064	0.1999	-7.4
288	Cal St. Northridge	10-18	0.664	0.44385	0.1957	-7.6
289	NJIT	9-20	0.794	0.4413	0.1941	-7.6
290	Drake	6-23	0.9806	0.43597	0.1908	-7.7
291	Miami OH	9-21	0.8501	0.43446	0.1899	-7.8
292	Pepperdine	8-22	1.049	0.43355	0.1894	-7.8
293	Youngstown St.	11-21	0.8626	0.43201	0.1884	-7.8
294	Sacramento St.	11-18	0.6822	0.4302	0.1873	-7.8
295	Quinnipiac	10-21	0.8039	0.42809	0.1860	-7.9
296	The Citadel	9-21	0.8894	0.4228	0.1827	-8.0
297	Hampton	12-17	0.5692	0.42156	0.1820	-8.0
298	Prairie View A&M	11-20	0.6147	0.4188	0.1803	-8.1
299	Savannah St.	11-16	0.5752	0.4123	0.1763	-8.2
300	Oregon St.	4-27	1.262	0.40728	0.1732	-8.4
301	Sacred Heart	13-19	0.5775	0.4039	0.1712	-8.4
302	Cal Poly	9-20	0.7528	0.40279	0.1705	-8.5
303	Incarnate Word	8-17	0.7845	0.40251	0.1703	-8.5
304	FIU	5-24	0.7682	0.40051	0.1691	-8.5
305	UMass Lowell	10-20	0.6678	0.39864	0.1679	-8.6
306	Western Carolina	7-23	1.049	0.39749	0.1672	-8.6
307	UT Rio Grande Valley	7-22	0.838	0.39484	0.1656	-8.6
308	Morgan St.	13-16	0.4753	0.39427	0.1653	-8.7
309	Southern	13-17	0.5044	0.38822	0.1616	-8.8
310	Central Arkansas	8-24	0.8524	0.38752	0.1612	-8.8
311	Marist	8-24	0.8792	0.38108	0.1573	-9.0
312	Charleston Southern	9-19	0.6951	0.38095	0.1572	-9.0
313	Binghamton	9-20	0.6896	0.38076	0.1571	-9.0
314	Jackson St.	12-17	0.5175	0.37802	0.1554	-9.0
315	Grambling St.	13-17	0.5018	0.37778	0.1553	-9.1
316	McNeese St.	5-21	0.868	0.37665	0.1546	-9.1
317	Western Illinois	6-20	0.846	0.36827	0.1496	-9.3
318	South Florida	7-23	0.933	0.36694	0.1487	-9.3
319	Detroit	7-23	0.8971	0.36032	0.1448	-9.5
320	Maryland Eastern Shore	12-20	0.595	0.36023	0.1447	-9.5
321	American	8-22	0.738	0.35975	0.1444	-9.5
322	Stetson	8-21	0.7031	0.35895	0.1440	-9.5
323	Southern Miss	7-22	0.7449	0.34153	0.1336	-10.0
324	Dartmouth	7-20	0.7786	0.33689	0.1309	-10.1
325	UC Riverside	6-21	0.7218	0.33079	0.1273	-10.3
326	Northern Arizona	8-23	0.6593	0.31811	0.1199	-10.7
327	North Texas	6-22	0.7076	0.31718	0.1194	-10.7
328	SIU Edwardsville	5-23	0.8066	0.31054	0.1156	-10.9
329	South Carolina St.	9-20	0.6202	0.30326	0.1114	-11.1
330	Lafayette	8-21	0.7295	0.30232	0.1109	-11.1
331	VMI	4-24	0.9311	0.27805	0.0973	-11.9
332	UC Santa Barbara	5-22	0.7837	0.27132	0.0937	-12.1
333	Hartford	9-23	0.6623	0.26837	0.0921	-12.2
334	Chicago St.	3-26	1.085	0.24564	0.0800	-13.1
335	Coppin St.	7-23	0.5792	0.24223	0.0782	-13.2
336	Alabama St.	7-23	0.5363	0.23754	0.0758	-13.4
337	Delaware St.	8-22	0.5279	0.23451	0.0742	-13.5
338	Bethune Cookman	8-22	0.4665	0.23426	0.0741	-13.5
339	Howard	8-24	0.5414	0.22513	0.0695	-13.9
340	Maine	6-25	0.7152	0.22037	0.0671	-14.1
341	Mississippi Valley St.	7-25	0.6023	0.21655	0.0652	-14.2
342	Idaho St.	4-26	0.7621	0.2155	0.0647	-14.3
343	Central Connecticut	6-23	0.552	0.21086	0.0625	-14.5
344	Southern Utah	4-27	0.6966	0.19793	0.0563	-15.1
345	Arkansas Pine Bluff	6-24	0.5438	0.19219	0.0537	-15.3
346	Florida A&M	5-23	0.4233	0.1812	0.0487	-15.9
347	Longwood	4-24	0.6304	0.1587	0.0391	-17.1
348	St. Francis NY	3-27	0.585	0.1547	0.0374	-17.4
349	Presbyterian	3-25	0.7012	0.14919	0.0352	-17.7
350	Alabama A&M	2-27	0.4976	0.12469	0.0260	-19.4
351	North Carolina A&T	1-29	0.4901	0.11266	0.0219	-20.3