{"id":353,"date":"2011-03-12T21:04:29","date_gmt":"2011-03-13T03:04:29","guid":{"rendered":"http:\/\/godismyjudgeok.com\/DStats\/?p=353"},"modified":"2011-03-12T21:04:56","modified_gmt":"2011-03-13T03:04:56","slug":"ncaa-bayesian-ratings-with-projection-prior","status":"publish","type":"post","link":"http:\/\/godismyjudgeok.com\/DStats\/2011\/ncaa-basketball\/ncaa-bayesian-ratings-with-projection-prior\/","title":{"rendered":"NCAA Bayesian Ratings, With Projection Prior"},"content":{"rendered":"

In my original Bayesian analysis of the NCAA<\/a>, I took as the Bayesian prior the overall distribution of NCAA teams.\u00a0 Now, we know more than that–we can create a pretty good projection of how good a team will be based on how good the team has been the previous few years.\u00a0 So let’s do it!<\/p>\n

I compiled the Pomeroy Ratings for all teams since 2003, and ran a regression to predict year Y from years Y-1, Y-2, Y-3, and Y-4.\u00a0 I also generated a baseline value for teams that had not been in Division 1 during some of those 4 years.\u00a0 That baseline was calculated as -21.5–if a team doesn’t have a record for one of the years, that number is used instead.<\/p>\n

The result of the regression was pretty good: an r^2 of 0.74!\u00a0 The results are as follows:<\/p>\n\n\n\n\n\t\n\n\t\n\t\n\t\n\t\n\t
<\/th>Coefficients<\/th>Standard Error<\/th>t Stat<\/th>P-value<\/th>\n<\/tr>\n<\/thead>\n
Intercept<\/td>0.253554<\/td>0.1784<\/td>1.422<\/td>0.155326<\/td>\n<\/tr>\n
Yr-1<\/td>0.605098<\/td>0.0239<\/td>25.265<\/td>0.000000<\/td>\n<\/tr>\n
Yr-2<\/td>0.090094<\/td>0.0279<\/td>3.230<\/td>0.001261<\/td>\n<\/tr>\n
Yr-3<\/td>0.101755<\/td>0.0275<\/td>3.706<\/td>0.000217<\/td>\n<\/tr>\n
Yr-4<\/td>0.098581<\/td>0.0237<\/td>4.167<\/td>0.000032<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n

Okay, so now I have a prior.\u00a0 What is the standard error of this?\u00a0 I took the standard deviation of the predicted-actual Pomeroy ratings for the 4 years that I had projections for.\u00a0 The standard deviation was 7.34, and it didn’t vary significantly looking at teams projected high, low, or average.\u00a0 So I will use this projection for the Bayesian prior with a standard deviation of 7.34.<\/p>\n

Sideline: interestingly, the most recent year was worth about 6 times what the previous years were worth, and all 3 of the prior years were similar in weighting.\u00a0 The most recent year has the most information about this current crop of players, and the prior years inform more about the tradition of the team.\u00a0 Y-2 has the lowest weighting, implying perhaps that there is something to the cyclical nature of NCAA basketball.<\/p>\n

So I have a new prior.\u00a0 I re-ran the fitting of the single-game standard deviation and penalty factors for the Bayesian process (see the original posts <\/a>for how and why).\u00a0 The results: a single-game standard deviation of 16.06 (down from 16.27 previously) and a penalty factor of\u00a0 0.349 (up from 0.298 previously).\u00a0 Thus each game is weighted slightly more heavily compared to the prior (except this prior is much more heavily weighted because of its much lower standard deviation), and there is more of a reduction on older games than before.<\/p>\n

The results are below. \u00a0The full spreadsheet is available at Google Docs<\/a>.<\/p>\n

To predict the winner of a game, subtract 1 rating from the other and divide by 15 to convert to a Z-score; then run the NormsDist() of that to get the cumulative distribution function result of that Z-score. \u00a0For example: Connecticut is playing Louisville right now. \u00a0Louisville is expected to win this game normsdist((24.5-21.5)\/15)=58% of the time.<\/p>\n\n\n\n\n\t\n\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t\n\t
Rank<\/th>Team<\/th>Conf<\/th>W-L<\/th>Bayesian<\/th>KenPom<\/th>Heat<\/th>PreS<\/th>DSMRPI<\/th>Rank<\/th>Seed<\/th>\n<\/tr>\n<\/thead>\n
1<\/td>Ohio St.<\/td>B10<\/td>30-2<\/td>33.74<\/td>36.3<\/td>1.25<\/td>24.91<\/td>25.3<\/td>1<\/td>1<\/td>\n<\/tr>\n
2<\/td>Duke<\/td>ACC<\/td>28-4<\/td>31.36<\/td>31.9<\/td>-0.99<\/td>31.31<\/td>22.9<\/td>4<\/td>1<\/td>\n<\/tr>\n
3<\/td>Kansas<\/td>B12<\/td>31-2<\/td>30.93<\/td>31.2<\/td>-1.91<\/td>31.23<\/td>23.6<\/td>3<\/td>1<\/td>\n<\/tr>\n
4<\/td>Texas<\/td>B12<\/td>27-6<\/td>27.76<\/td>29.1<\/td>-1.73<\/td>22.05<\/td>19.8<\/td>14<\/td>4<\/td>\n<\/tr>\n
5<\/td>Pittsburgh<\/td>BE<\/td>27-5<\/td>27.38<\/td>28.9<\/td>0.21<\/td>20.91<\/td>21.0<\/td>9<\/td>3<\/td>\n<\/tr>\n
6<\/td>Wisconsin<\/td>B10<\/td>23-8<\/td>26.76<\/td>28.1<\/td>-1.45<\/td>24.37<\/td>19.9<\/td>13<\/td>4<\/td>\n<\/tr>\n
7<\/td>Purdue<\/td>B10<\/td>25-7<\/td>25.83<\/td>27.1<\/td>0.91<\/td>20.74<\/td>21.9<\/td>7<\/td>2<\/td>\n<\/tr>\n
8<\/td>Kentucky<\/td>SEC<\/td>23-8<\/td>25.61<\/td>26.2<\/td>-1.26<\/td>24.11<\/td>17.7<\/td>19<\/td>5<\/td>\n<\/tr>\n
9<\/td>Syracuse<\/td>BE<\/td>26-7<\/td>25.60<\/td>25.5<\/td>1.88<\/td>24.33<\/td>20.0<\/td>12<\/td>3<\/td>\n<\/tr>\n
10<\/td>Notre Dame<\/td>BE<\/td>26-6<\/td>25.39<\/td>27.4<\/td>3.37<\/td>18.82<\/td>21.4<\/td>8<\/td>2<\/td>\n<\/tr>\n
11<\/td>Brigham Young<\/td>MWC<\/td>30-3<\/td>24.67<\/td>26.6<\/td>0.72<\/td>21.97<\/td>22.3<\/td>5<\/td>2<\/td>\n<\/tr>\n
12<\/td>Louisville<\/td>BE<\/td>25-8<\/td>24.51<\/td>24.7<\/td>4.41<\/td>19.90<\/td>17.4<\/td>21<\/td>6<\/td>\n<\/tr>\n
13<\/td>North Carolina<\/td>ACC<\/td>25-6<\/td>23.57<\/td>24.4<\/td>0.28<\/td>19.46<\/td>22.2<\/td>6<\/td>2<\/td>\n<\/tr>\n
14<\/td>San Diego St.<\/td>MWC<\/td>31-2<\/td>23.10<\/td>25.7<\/td>0.94<\/td>14.77<\/td>25.1<\/td>2<\/td>1<\/td>\n<\/tr>\n
15<\/td>Washington<\/td>P10<\/td>22-10<\/td>22.98<\/td>24.1<\/td>-1.04<\/td>18.54<\/td>14.7<\/td>34<\/td>9<\/td>\n<\/tr>\n
16<\/td>West Virginia<\/td>BE<\/td>20-11<\/td>21.84<\/td>21<\/td>-1.51<\/td>24.39<\/td>18.7<\/td>17<\/td>5<\/td>\n<\/tr>\n
17<\/td>Florida<\/td>SEC<\/td>25-6<\/td>21.71<\/td>22.9<\/td>3.21<\/td>18.47<\/td>18.7<\/td>16<\/td>4<\/td>\n<\/tr>\n
18<\/td>Connecticut<\/td>BE<\/td>25-9<\/td>21.53<\/td>22.6<\/td>1.56<\/td>16.87<\/td>20.1<\/td>11<\/td>3<\/td>\n<\/tr>\n
19<\/td>Utah St.<\/td>WAC<\/td>29-3<\/td>20.58<\/td>22.1<\/td>1.92<\/td>16.33<\/td>16.0<\/td>23<\/td>6<\/td>\n<\/tr>\n
20<\/td>Illinois<\/td>B10<\/td>19-13<\/td>20.22<\/td>21.4<\/td>-1.06<\/td>15.86<\/td>15.8<\/td>24<\/td>6<\/td>\n<\/tr>\n
21<\/td>Georgetown<\/td>BE<\/td>21-10<\/td>19.64<\/td>18.8<\/td>-4.74<\/td>23.70<\/td>20.9<\/td>10<\/td>3<\/td>\n<\/tr>\n
22<\/td>Clemson<\/td>ACC<\/td>21-10<\/td>19.62<\/td>18.9<\/td>0.68<\/td>20.66<\/td>12.2<\/td>48<\/td>12<\/td>\n<\/tr>\n
23<\/td>Nevada Las Vegas<\/td>MWC<\/td>24-8<\/td>19.49<\/td>20.3<\/td>0.47<\/td>16.12<\/td>16.4<\/td>22<\/td>6<\/td>\n<\/tr>\n
24<\/td>Kansas St.<\/td>B12<\/td>22-10<\/td>19.33<\/td>18.7<\/td>3.78<\/td>23.09<\/td>15.4<\/td>28<\/td>7<\/td>\n<\/tr>\n
25<\/td>Vanderbilt<\/td>SEC<\/td>23-9<\/td>19.04<\/td>19.9<\/td>-0.78<\/td>17.37<\/td>14.9<\/td>33<\/td>9<\/td>\n<\/tr>\n
26<\/td>Villanova<\/td>BE<\/td>21-11<\/td>19.01<\/td>19.6<\/td>-3.97<\/td>20.58<\/td>15.6<\/td>26<\/td>7<\/td>\n<\/tr>\n
27<\/td>Xavier<\/td>A10<\/td>24-7<\/td>18.94<\/td>17.9<\/td>1.51<\/td>21.86<\/td>15.3<\/td>30<\/td>8<\/td>\n<\/tr>\n
28<\/td>Marquette<\/td>BE<\/td>20-14<\/td>18.76<\/td>18.9<\/td>-1.78<\/td>20.15<\/td>11.9<\/td>53<\/td>--<\/td>\n<\/tr>\n
29<\/td>Gonzaga<\/td>WCC<\/td>24-9<\/td>18.75<\/td>18.9<\/td>2.91<\/td>16.47<\/td>11.1<\/td>59<\/td>13<\/td>\n<\/tr>\n
30<\/td>Maryland<\/td>ACC<\/td>19-14<\/td>18.60<\/td>17.7<\/td>-2.16<\/td>22.19<\/td>8.3<\/td>76<\/td>--<\/td>\n<\/tr>\n
31<\/td>Cincinnati<\/td>BE<\/td>25-8<\/td>18.53<\/td>20.3<\/td>1.12<\/td>9.73<\/td>15.3<\/td>29<\/td>8<\/td>\n<\/tr>\n
32<\/td>Arizona<\/td>P10<\/td>27-6<\/td>18.48<\/td>20<\/td>-1.97<\/td>12.68<\/td>19.4<\/td>15<\/td>4<\/td>\n<\/tr>\n
33<\/td>Belmont<\/td>ASun<\/td>30-4<\/td>18.35<\/td>22<\/td>2.14<\/td>3.62<\/td>10.8<\/td>63<\/td>14<\/td>\n<\/tr>\n
34<\/td>Virginia Tech<\/td>ACC<\/td>21-10<\/td>18.17<\/td>18.4<\/td>-0.80<\/td>16.65<\/td>13.7<\/td>37<\/td>10<\/td>\n<\/tr>\n
35<\/td>Missouri<\/td>B12<\/td>23-10<\/td>18.16<\/td>18.6<\/td>-2.17<\/td>20.08<\/td>12.9<\/td>40<\/td>10<\/td>\n<\/tr>\n
36<\/td>Michigan St.<\/td>B10<\/td>19-13<\/td>18.00<\/td>17.6<\/td>2.43<\/td>21.23<\/td>17.9<\/td>18<\/td>5<\/td>\n<\/tr>\n
37<\/td>Temple<\/td>A10<\/td>25-6<\/td>17.68<\/td>17.6<\/td>0.83<\/td>16.36<\/td>15.7<\/td>25<\/td>7<\/td>\n<\/tr>\n
38<\/td>Texas A&M<\/td>B12<\/td>24-8<\/td>17.34<\/td>16.4<\/td>0.83<\/td>21.73<\/td>15.0<\/td>32<\/td>8<\/td>\n<\/tr>\n
39<\/td>St. John's<\/td>BE<\/td>21-11<\/td>16.70<\/td>17.9<\/td>3.54<\/td>10.02<\/td>17.5<\/td>20<\/td>5<\/td>\n<\/tr>\n
40<\/td>Florida St.<\/td>ACC<\/td>21-10<\/td>16.51<\/td>15.5<\/td>-0.34<\/td>17.91<\/td>13.8<\/td>36<\/td>9<\/td>\n<\/tr>\n
41<\/td>Butler<\/td>Horz<\/td>23-9<\/td>16.34<\/td>15.1<\/td>1.42<\/td>20.99<\/td>12.5<\/td>42<\/td>11<\/td>\n<\/tr>\n
42<\/td>St. Mary's<\/td>WCC<\/td>25-8<\/td>16.18<\/td>17.1<\/td>-2.67<\/td>15.36<\/td>11.5<\/td>56<\/td>--<\/td>\n<\/tr>\n
43<\/td>Michigan<\/td>B10<\/td>20-12<\/td>16.02<\/td>16.8<\/td>4.15<\/td>12.54<\/td>15.1<\/td>31<\/td>8<\/td>\n<\/tr>\n
44<\/td>George Mason<\/td>CAA<\/td>26-6<\/td>15.98<\/td>19.5<\/td>0.55<\/td>3.12<\/td>13.4<\/td>39<\/td>10<\/td>\n<\/tr>\n
45<\/td>New Mexico<\/td>MWC<\/td>21-12<\/td>15.87<\/td>16.8<\/td>-0.29<\/td>14.63<\/td>10.7<\/td>64<\/td>--<\/td>\n<\/tr>\n
46<\/td>Southern California<\/td>P10<\/td>19-14<\/td>15.52<\/td>16<\/td>2.14<\/td>13.30<\/td>11.7<\/td>55<\/td>--<\/td>\n<\/tr>\n
47<\/td>Tennessee<\/td>SEC<\/td>19-14<\/td>15.46<\/td>14.2<\/td>-1.10<\/td>19.48<\/td>12.3<\/td>45<\/td>12<\/td>\n<\/tr>\n
48<\/td>Old Dominion<\/td>CAA<\/td>27-6<\/td>15.37<\/td>15.1<\/td>3.15<\/td>14.53<\/td>14.1<\/td>35<\/td>9<\/td>\n<\/tr>\n
49<\/td>UCLA<\/td>P10<\/td>22-10<\/td>14.73<\/td>14.5<\/td>1.53<\/td>13.56<\/td>13.6<\/td>38<\/td>10<\/td>\n<\/tr>\n
50<\/td>Penn St.<\/td>B10<\/td>18-13<\/td>14.68<\/td>16.3<\/td>2.57<\/td>8.54<\/td>15.5<\/td>27<\/td>7<\/td>\n<\/tr>\n
51<\/td>Richmond<\/td>A10<\/td>25-7<\/td>14.37<\/td>15.4<\/td>1.26<\/td>10.27<\/td>12.5<\/td>44<\/td>11<\/td>\n<\/tr>\n
52<\/td>Alabama<\/td>SEC<\/td>21-10<\/td>14.31<\/td>14.9<\/td>-0.64<\/td>12.82<\/td>9.0<\/td>73<\/td>--<\/td>\n<\/tr>\n
53<\/td>Miami FL<\/td>ACC<\/td>19-14<\/td>14.28<\/td>14.1<\/td>1.31<\/td>15.52<\/td>10.3<\/td>65<\/td>--<\/td>\n<\/tr>\n
54<\/td>Washington St.<\/td>P10<\/td>19-12<\/td>14.11<\/td>15.1<\/td>-2.57<\/td>10.37<\/td>11.0<\/td>61<\/td>--<\/td>\n<\/tr>\n
55<\/td>Minnesota<\/td>B10<\/td>17-14<\/td>13.96<\/td>13.4<\/td>-2.97<\/td>16.19<\/td>12.5<\/td>43<\/td>11<\/td>\n<\/tr>\n
56<\/td>Nebraska<\/td>B12<\/td>19-12<\/td>13.87<\/td>14.8<\/td>-0.55<\/td>10.63<\/td>6.6<\/td>91<\/td>--<\/td>\n<\/tr>\n
57<\/td>California<\/td>P10<\/td>17-14<\/td>13.68<\/td>12.2<\/td>-0.35<\/td>20.33<\/td>11.2<\/td>58<\/td>--<\/td>\n<\/tr>\n
58<\/td>Seton Hall<\/td>BE<\/td>13-18<\/td>13.60<\/td>13.1<\/td>1.40<\/td>11.32<\/td>8.0<\/td>79<\/td>--<\/td>\n<\/tr>\n
59<\/td>Colorado<\/td>B12<\/td>21-13<\/td>13.53<\/td>16.3<\/td>1.98<\/td>7.34<\/td>10.8<\/td>62<\/td>--<\/td>\n<\/tr>\n
60<\/td>UAB<\/td>CUSA<\/td>22-8<\/td>13.46<\/td>14<\/td>0.60<\/td>11.79<\/td>12.2<\/td>46<\/td>12<\/td>\n<\/tr>\n
61<\/td>Georgia<\/td>SEC<\/td>21-11<\/td>13.05<\/td>14<\/td>-0.27<\/td>9.86<\/td>11.8<\/td>54<\/td>--<\/td>\n<\/tr>\n
62<\/td>Boston College<\/td>ACC<\/td>20-12<\/td>12.90<\/td>13<\/td>2.40<\/td>13.45<\/td>12.7<\/td>41<\/td>11<\/td>\n<\/tr>\n
63<\/td>Northwestern<\/td>B10<\/td>18-13<\/td>12.77<\/td>14.3<\/td>-0.60<\/td>9.02<\/td>12.0<\/td>51<\/td>--<\/td>\n<\/tr>\n
64<\/td>Texas El Paso<\/td>CUSA<\/td>25-8<\/td>12.45<\/td>12.4<\/td>0.29<\/td>13.33<\/td>9.7<\/td>68<\/td>--<\/td>\n<\/tr>\n
65<\/td>Wichita St.<\/td>MVC<\/td>24-8<\/td>12.33<\/td>13.3<\/td>-1.68<\/td>9.93<\/td>7.5<\/td>82<\/td>--<\/td>\n<\/tr>\n
66<\/td>Mississippi<\/td>SEC<\/td>20-13<\/td>11.90<\/td>11.4<\/td>-1.02<\/td>14.93<\/td>7.3<\/td>84<\/td>--<\/td>\n<\/tr>\n
67<\/td>Oklahoma St.<\/td>B12<\/td>19-13<\/td>11.86<\/td>10<\/td>0.21<\/td>16.40<\/td>11.3<\/td>57<\/td>--<\/td>\n<\/tr>\n
68<\/td>Baylor<\/td>B12<\/td>18-13<\/td>11.75<\/td>10.7<\/td>-3.95<\/td>22.37<\/td>6.0<\/td>95<\/td>--<\/td>\n<\/tr>\n
69<\/td>Iona<\/td>MAAC<\/td>22-11<\/td>11.42<\/td>14.1<\/td>4.00<\/td>0.79<\/td>5.5<\/td>108<\/td>--<\/td>\n<\/tr>\n
70<\/td>Oakland<\/td>Sum<\/td>25-9<\/td>10.74<\/td>12.6<\/td>0.72<\/td>2.71<\/td>12.0<\/td>52<\/td>13<\/td>\n<\/tr>\n
71<\/td>Duquesne<\/td>A10<\/td>18-12<\/td>10.64<\/td>12.5<\/td>-3.93<\/td>3.11<\/td>5.6<\/td>106<\/td>--<\/td>\n<\/tr>\n
72<\/td>Memphis<\/td>CUSA<\/td>24-9<\/td>10.19<\/td>7.4<\/td>-1.20<\/td>20.00<\/td>9.9<\/td>67<\/td>--<\/td>\n<\/tr>\n
73<\/td>Southern Mississippi<\/td>CUSA<\/td>22-10<\/td>9.92<\/td>12.1<\/td>-0.38<\/td>6.76<\/td>9.6<\/td>69<\/td>--<\/td>\n<\/tr>\n
74<\/td>Missouri St.<\/td>MVC<\/td>25-8<\/td>9.75<\/td>9.5<\/td>-0.85<\/td>10.48<\/td>9.6<\/td>70<\/td>--<\/td>\n<\/tr>\n
75<\/td>Virginia Commonwealth<\/td>CAA<\/td>23-11<\/td>9.71<\/td>8.8<\/td>-0.69<\/td>14.95<\/td>9.5<\/td>71<\/td>--<\/td>\n<\/tr>\n
76<\/td>Iowa St.<\/td>B12<\/td>16-16<\/td>9.51<\/td>9.8<\/td>-0.83<\/td>9.67<\/td>2.9<\/td>138<\/td>--<\/td>\n<\/tr>\n
77<\/td>Colorado St.<\/td>MWC<\/td>19-12<\/td>9.38<\/td>10.6<\/td>-0.55<\/td>1.06<\/td>12.1<\/td>50<\/td>13<\/td>\n<\/tr>\n
78<\/td>Georgia Tech<\/td>ACC<\/td>13-18<\/td>9.11<\/td>7.3<\/td>-2.73<\/td>17.84<\/td>2.5<\/td>142<\/td>--<\/td>\n<\/tr>\n
79<\/td>Dayton<\/td>A10<\/td>21-12<\/td>9.10<\/td>7.3<\/td>-0.20<\/td>15.48<\/td>8.1<\/td>77<\/td>--<\/td>\n<\/tr>\n
80<\/td>Marshall<\/td>CUSA<\/td>22-11<\/td>9.02<\/td>9.4<\/td>0.26<\/td>7.42<\/td>9.1<\/td>72<\/td>--<\/td>\n<\/tr>\n
81<\/td>Cleveland St.<\/td>Horz<\/td>26-8<\/td>8.78<\/td>11<\/td>-3.06<\/td>2.47<\/td>12.1<\/td>49<\/td>13<\/td>\n<\/tr>\n
82<\/td>Boise St.<\/td>WAC<\/td>20-11<\/td>8.50<\/td>10<\/td>2.39<\/td>2.17<\/td>6.5<\/td>92<\/td>--<\/td>\n<\/tr>\n
83<\/td>Rutgers<\/td>BE<\/td>15-17<\/td>8.39<\/td>10.3<\/td>0.89<\/td>1.05<\/td>7.3<\/td>85<\/td>--<\/td>\n<\/tr>\n
84<\/td>Tulsa<\/td>CUSA<\/td>19-13<\/td>8.33<\/td>8<\/td>0.90<\/td>10.14<\/td>7.0<\/td>86<\/td>--<\/td>\n<\/tr>\n
85<\/td>North Carolina St.<\/td>ACC<\/td>15-16<\/td>8.25<\/td>7.6<\/td>-0.20<\/td>11.73<\/td>5.7<\/td>102<\/td>--<\/td>\n<\/tr>\n
86<\/td>College of Charleston<\/td>SC<\/td>24-10<\/td>8.21<\/td>9.5<\/td>-0.69<\/td>2.27<\/td>7.7<\/td>80<\/td>--<\/td>\n<\/tr>\n
87<\/td>Virginia<\/td>ACC<\/td>16-15<\/td>8.12<\/td>6.6<\/td>3.82<\/td>11.31<\/td>6.0<\/td>94<\/td>--<\/td>\n<\/tr>\n
88<\/td>Indiana<\/td>B10<\/td>12-20<\/td>8.10<\/td>9.6<\/td>-2.18<\/td>4.33<\/td>2.9<\/td>136<\/td>--<\/td>\n<\/tr>\n
89<\/td>Wofford<\/td>SC<\/td>21-12<\/td>7.99<\/td>8.6<\/td>3.42<\/td>4.19<\/td>4.2<\/td>121<\/td>16<\/td>\n<\/tr>\n
90<\/td>Oregon<\/td>P10<\/td>16-17<\/td>7.83<\/td>7.8<\/td>0.04<\/td>8.04<\/td>5.6<\/td>105<\/td>--<\/td>\n<\/tr>\n
91<\/td>Harvard<\/td>Ivy<\/td>23-5<\/td>7.76<\/td>10.3<\/td>1.50<\/td>0.22<\/td>12.2<\/td>47<\/td>12<\/td>\n<\/tr>\n
92<\/td>Iowa<\/td>B10<\/td>11-20<\/td>7.61<\/td>8.5<\/td>1.84<\/td>3.20<\/td>3.7<\/td>126<\/td>--<\/td>\n<\/tr>\n
93<\/td>Providence<\/td>BE<\/td>15-17<\/td>7.47<\/td>7.2<\/td>-3.37<\/td>10.54<\/td>4.4<\/td>117<\/td>--<\/td>\n<\/tr>\n
94<\/td>Stanford<\/td>P10<\/td>15-16<\/td>7.38<\/td>6.4<\/td>-0.11<\/td>11.07<\/td>3.9<\/td>123<\/td>--<\/td>\n<\/tr>\n
95<\/td>Mississippi St.<\/td>SEC<\/td>17-14<\/td>7.04<\/td>4.7<\/td>3.13<\/td>16.59<\/td>3.9<\/td>122<\/td>--<\/td>\n<\/tr>\n
96<\/td>Texas Tech<\/td>B12<\/td>13-19<\/td>6.77<\/td>5.5<\/td>4.02<\/td>11.47<\/td>1.7<\/td>150<\/td>--<\/td>\n<\/tr>\n
97<\/td>Arkansas<\/td>SEC<\/td>18-13<\/td>6.43<\/td>6.1<\/td>-1.11<\/td>9.39<\/td>3.2<\/td>131<\/td>--<\/td>\n<\/tr>\n
98<\/td>Princeton<\/td>Ivy<\/td>24-6<\/td>6.31<\/td>7.8<\/td>1.72<\/td>0.28<\/td>11.1<\/td>60<\/td>--<\/td>\n<\/tr>\n
99<\/td>Arizona St.<\/td>P10<\/td>12-19<\/td>6.07<\/td>4.1<\/td>-0.55<\/td>15.34<\/td>3.6<\/td>127<\/td>--<\/td>\n<\/tr>\n
100<\/td>Northern Iowa<\/td>MVC<\/td>19-13<\/td>5.90<\/td>3.4<\/td>-3.58<\/td>15.41<\/td>4.5<\/td>115<\/td>--<\/td>\n<\/tr>\n
101<\/td>Morehead St.<\/td>OVC<\/td>24-9<\/td>5.82<\/td>7<\/td>2.51<\/td>2.77<\/td>5.9<\/td>98<\/td>15<\/td>\n<\/tr>\n
102<\/td>Portland<\/td>WCC<\/td>20-11<\/td>5.61<\/td>6.3<\/td>0.50<\/td>4.41<\/td>7.7<\/td>81<\/td>--<\/td>\n<\/tr>\n
103<\/td>Central Florida<\/td>CUSA<\/td>19-11<\/td>5.46<\/td>6.5<\/td>-1.88<\/td>2.46<\/td>6.1<\/td>93<\/td>--<\/td>\n<\/tr>\n
104<\/td>Kent St.<\/td>MAC<\/td>23-10<\/td>5.45<\/td>4.8<\/td>1.10<\/td>9.13<\/td>5.8<\/td>99<\/td>15<\/td>\n<\/tr>\n
105<\/td>Valparaiso<\/td>Horz<\/td>23-11<\/td>5.34<\/td>5.7<\/td>-2.43<\/td>0.40<\/td>8.7<\/td>74<\/td>--<\/td>\n<\/tr>\n
106<\/td>Creighton<\/td>MVC<\/td>19-14<\/td>5.33<\/td>4.4<\/td>-0.16<\/td>8.55<\/td>1.2<\/td>155<\/td>--<\/td>\n<\/tr>\n
107<\/td>Drexel<\/td>CAA<\/td>21-10<\/td>5.26<\/td>6.1<\/td>-3.47<\/td>1.69<\/td>8.6<\/td>75<\/td>--<\/td>\n<\/tr>\n
108<\/td>Rhode Island<\/td>A10<\/td>19-13<\/td>5.21<\/td>3.7<\/td>-0.20<\/td>11.79<\/td>5.9<\/td>97<\/td>--<\/td>\n<\/tr>\n
109<\/td>Fairfield<\/td>MAAC<\/td>24-7<\/td>5.21<\/td>6.9<\/td>-1.92<\/td>2.62<\/td>5.8<\/td>100<\/td>--<\/td>\n<\/tr>\n
110<\/td>Wright St.<\/td>Horz<\/td>19-14<\/td>5.16<\/td>4.4<\/td>-0.26<\/td>10.59<\/td>3.9<\/td>124<\/td>--<\/td>\n<\/tr>\n
111<\/td>Indiana St.<\/td>MVC<\/td>20-13<\/td>4.93<\/td>4.7<\/td>2.15<\/td>2.74<\/td>6.7<\/td>90<\/td>15<\/td>\n<\/tr>\n
112<\/td>Long Beach St.<\/td>BW<\/td>22-10<\/td>4.91<\/td>8<\/td>4.07<\/td>-0.22<\/td>10.1<\/td>66<\/td>14<\/td>\n<\/tr>\n
113<\/td>South Carolina<\/td>SEC<\/td>14-16<\/td>4.64<\/td>3.2<\/td>-2.40<\/td>9.52<\/td>4.3<\/td>118<\/td>--<\/td>\n<\/tr>\n
114<\/td>Coastal Carolina<\/td>BSth<\/td>28-5<\/td>4.57<\/td>4.7<\/td>-1.97<\/td>-2.81<\/td>5.6<\/td>107<\/td>--<\/td>\n<\/tr>\n
115<\/td>Akron<\/td>MAC<\/td>22-12<\/td>4.55<\/td>3.7<\/td>2.56<\/td>7.16<\/td>2.6<\/td>141<\/td>--<\/td>\n<\/tr>\n
116<\/td>Bucknell<\/td>Pat<\/td>25-8<\/td>4.55<\/td>7.5<\/td>1.06<\/td>-5.94<\/td>6.8<\/td>89<\/td>14<\/td>\n<\/tr>\n
117<\/td>Montana<\/td>BSky<\/td>21-10<\/td>4.46<\/td>4.9<\/td>-2.82<\/td>3.38<\/td>4.9<\/td>112<\/td>--<\/td>\n<\/tr>\n
118<\/td>South Florida<\/td>BE<\/td>10-23<\/td>4.44<\/td>3.3<\/td>-1.55<\/td>8.21<\/td>2.9<\/td>137<\/td>--<\/td>\n<\/tr>\n
119<\/td>St. Louis<\/td>A10<\/td>12-19<\/td>4.35<\/td>3.3<\/td>1.54<\/td>6.47<\/td>-1.4<\/td>184<\/td>--<\/td>\n<\/tr>\n
120<\/td>East Tennessee St.<\/td>ASun<\/td>22-11<\/td>4.29<\/td>4.6<\/td>-0.58<\/td>1.91<\/td>5.7<\/td>104<\/td>--<\/td>\n<\/tr>\n
121<\/td>Oklahoma<\/td>B12<\/td>14-18<\/td>4.22<\/td>3.2<\/td>-0.38<\/td>11.71<\/td>3.8<\/td>125<\/td>--<\/td>\n<\/tr>\n
122<\/td>Murray St.<\/td>OVC<\/td>23-8<\/td>4.22<\/td>3.3<\/td>0.83<\/td>9.19<\/td>3.6<\/td>128<\/td>--<\/td>\n<\/tr>\n
123<\/td>Oral Roberts<\/td>Sum<\/td>19-15<\/td>3.95<\/td>3.4<\/td>2.27<\/td>4.83<\/td>2.7<\/td>140<\/td>--<\/td>\n<\/tr>\n
124<\/td>New Mexico St.<\/td>WAC<\/td>16-17<\/td>3.86<\/td>3.2<\/td>-1.17<\/td>6.47<\/td>3.0<\/td>134<\/td>--<\/td>\n<\/tr>\n
125<\/td>James Madison<\/td>CAA<\/td>21-11<\/td>3.73<\/td>5.9<\/td>-1.94<\/td>-4.29<\/td>7.4<\/td>83<\/td>--<\/td>\n<\/tr>\n
126<\/td>Rider<\/td>MAAC<\/td>23-10<\/td>3.64<\/td>5.3<\/td>-0.41<\/td>-1.41<\/td>6.0<\/td>96<\/td>--<\/td>\n<\/tr>\n
127<\/td>Utah<\/td>MWC<\/td>13-18<\/td>3.57<\/td>2.5<\/td>-1.37<\/td>6.84<\/td>5.7<\/td>103<\/td>--<\/td>\n<\/tr>\n
128<\/td>Buffalo<\/td>MAC<\/td>18-13<\/td>3.41<\/td>4.3<\/td>-2.91<\/td>0.44<\/td>-0.4<\/td>169<\/td>--<\/td>\n<\/tr>\n
129<\/td>Northern Colorado<\/td>BSky<\/td>21-10<\/td>2.98<\/td>4<\/td>0.04<\/td>-1.05<\/td>4.3<\/td>119<\/td>16<\/td>\n<\/tr>\n
130<\/td>St. Peter's<\/td>MAAC<\/td>20-13<\/td>2.96<\/td>4.3<\/td>2.78<\/td>-3.56<\/td>5.8<\/td>101<\/td>15<\/td>\n<\/tr>\n
131<\/td>IUPUI<\/td>Sum<\/td>19-14<\/td>2.78<\/td>2.4<\/td>-0.88<\/td>5.02<\/td>4.9<\/td>113<\/td>--<\/td>\n<\/tr>\n
132<\/td>Hofstra<\/td>CAA<\/td>21-11<\/td>2.66<\/td>2.8<\/td>0.42<\/td>2.77<\/td>8.0<\/td>78<\/td>--<\/td>\n<\/tr>\n
133<\/td>Austin Peay<\/td>OVC<\/td>20-13<\/td>2.46<\/td>2.6<\/td>-2.14<\/td>-2.40<\/td>2.2<\/td>145<\/td>--<\/td>\n<\/tr>\n
134<\/td>Davidson<\/td>SC<\/td>17-14<\/td>2.32<\/td>-0.1<\/td>0.05<\/td>4.22<\/td>0.6<\/td>162<\/td>--<\/td>\n<\/tr>\n
135<\/td>Nevada<\/td>WAC<\/td>13-19<\/td>2.30<\/td>1<\/td>0.69<\/td>9.47<\/td>-0.6<\/td>174<\/td>--<\/td>\n<\/tr>\n
136<\/td>Wisconsin Milwaukee<\/td>Horz<\/td>19-13<\/td>2.29<\/td>1.7<\/td>1.69<\/td>2.68<\/td>6.8<\/td>88<\/td>--<\/td>\n<\/tr>\n
137<\/td>Detroit<\/td>Horz<\/td>17-16<\/td>2.26<\/td>2.7<\/td>1.63<\/td>0.64<\/td>2.8<\/td>139<\/td>--<\/td>\n<\/tr>\n
138<\/td>Vermont<\/td>AE<\/td>23-8<\/td>2.18<\/td>2.7<\/td>-1.80<\/td>3.54<\/td>3.5<\/td>129<\/td>16<\/td>\n<\/tr>\n
139<\/td>Northern Arizona<\/td>BSky<\/td>19-12<\/td>2.00<\/td>3.5<\/td>0.24<\/td>-5.76<\/td>1.0<\/td>160<\/td>--<\/td>\n<\/tr>\n
140<\/td>Air Force<\/td>MWC<\/td>15-15<\/td>1.96<\/td>4.8<\/td>0.29<\/td>-3.50<\/td>5.3<\/td>111<\/td>--<\/td>\n<\/tr>\n
141<\/td>Southern Methodist<\/td>CUSA<\/td>17-14<\/td>1.90<\/td>1.9<\/td>1.83<\/td>0.55<\/td>-1.4<\/td>183<\/td>--<\/td>\n<\/tr>\n
142<\/td>Ohio<\/td>MAC<\/td>18-15<\/td>1.75<\/td>0.3<\/td>2.03<\/td>7.01<\/td>-2.6<\/td>199<\/td>--<\/td>\n<\/tr>\n
143<\/td>South Dakota St.<\/td>Sum<\/td>19-12<\/td>1.74<\/td>4.8<\/td>-0.36<\/td>-6.95<\/td>-0.7<\/td>176<\/td>--<\/td>\n<\/tr>\n
144<\/td>Idaho<\/td>WAC<\/td>18-13<\/td>1.69<\/td>3.1<\/td>2.43<\/td>-1.86<\/td>3.5<\/td>130<\/td>--<\/td>\n<\/tr>\n
145<\/td>St. Bonaventure<\/td>A10<\/td>16-14<\/td>1.65<\/td>1.9<\/td>1.58<\/td>0.01<\/td>2.9<\/td>135<\/td>--<\/td>\n<\/tr>\n
146<\/td>UC Santa Barbara<\/td>BW<\/td>17-13<\/td>1.56<\/td>2.7<\/td>1.47<\/td>1.22<\/td>3.0<\/td>132<\/td>--<\/td>\n<\/tr>\n
147<\/td>Pacific<\/td>BW<\/td>16-15<\/td>1.51<\/td>1.1<\/td>-5.24<\/td>4.91<\/td>1.1<\/td>157<\/td>--<\/td>\n<\/tr>\n
148<\/td>Long Island<\/td>NEC<\/td>27-5<\/td>1.41<\/td>4.1<\/td>0.41<\/td>-10.18<\/td>6.9<\/td>87<\/td>14<\/td>\n<\/tr>\n
149<\/td>Oregon St.<\/td>P10<\/td>11-20<\/td>1.34<\/td>0.7<\/td>0.30<\/td>2.24<\/td>-0.9<\/td>178<\/td>--<\/td>\n<\/tr>\n
150<\/td>Robert Morris<\/td>NEC<\/td>18-14<\/td>1.10<\/td>1.3<\/td>-0.42<\/td>-0.30<\/td>2.5<\/td>143<\/td>--<\/td>\n<\/tr>\n
151<\/td>Western Michigan<\/td>MAC<\/td>20-12<\/td>0.92<\/td>-0.6<\/td>2.40<\/td>2.67<\/td>1.0<\/td>159<\/td>--<\/td>\n<\/tr>\n
152<\/td>Wisconsin Green Bay<\/td>Horz<\/td>14-18<\/td>0.84<\/td>0.1<\/td>-0.65<\/td>3.64<\/td>1.4<\/td>152<\/td>--<\/td>\n<\/tr>\n
153<\/td>Loyola Chicago<\/td>Horz<\/td>16-15<\/td>0.84<\/td>1.8<\/td>-0.44<\/td>-3.23<\/td>-1.7<\/td>189<\/td>--<\/td>\n<\/tr>\n
154<\/td>George Washington<\/td>A10<\/td>17-14<\/td>0.69<\/td>0.1<\/td>1.03<\/td>4.63<\/td>1.2<\/td>153<\/td>--<\/td>\n<\/tr>\n
155<\/td>East Carolina<\/td>CUSA<\/td>18-15<\/td>0.60<\/td>2.9<\/td>0.55<\/td>-6.73<\/td>5.5<\/td>109<\/td>--<\/td>\n<\/tr>\n
156<\/td>Santa Clara<\/td>WCC<\/td>19-14<\/td>0.28<\/td>1.6<\/td>-1.11<\/td>-3.61<\/td>2.2<\/td>146<\/td>--<\/td>\n<\/tr>\n
157<\/td>Weber St.<\/td>BSky<\/td>18-13<\/td>0.14<\/td>-1.9<\/td>-1.32<\/td>3.55<\/td>2.0<\/td>147<\/td>--<\/td>\n<\/tr>\n
158<\/td>Boston University<\/td>AE<\/td>20-13<\/td>0.14<\/td>-0.7<\/td>4.81<\/td>2.90<\/td>-0.2<\/td>168<\/td>--<\/td>\n<\/tr>\n
159<\/td>Cornell<\/td>Ivy<\/td>10-18<\/td>0.05<\/td>-3.1<\/td>2.11<\/td>11.22<\/td>-5.4<\/td>233<\/td>--<\/td>\n<\/tr>\n
160<\/td>San Francisco<\/td>WCC<\/td>17-14<\/td>0.01<\/td>1.9<\/td>1.24<\/td>-3.58<\/td>5.5<\/td>110<\/td>--<\/td>\n<\/tr>\n
161<\/td>Lipscomb<\/td>ASun<\/td>17-13<\/td>0.00<\/td>0.2<\/td>-1.41<\/td>-1.22<\/td>2.4<\/td>144<\/td>--<\/td>\n<\/tr>\n
162<\/td>Texas Christian<\/td>MWC<\/td>11-22<\/td>-0.07<\/td>-0.6<\/td>0.43<\/td>0.23<\/td>-1.9<\/td>191<\/td>--<\/td>\n<\/tr>\n
163<\/td>Fresno St.<\/td>WAC<\/td>14-17<\/td>-0.09<\/td>0.2<\/td>1.50<\/td>-0.65<\/td>-0.9<\/td>179<\/td>--<\/td>\n<\/tr>\n
164<\/td>NC Asheville<\/td>BSth<\/td>19-13<\/td>-0.43<\/td>2.3<\/td>0.91<\/td>-11.13<\/td>0.2<\/td>165<\/td>17<\/td>\n<\/tr>\n
165<\/td>North Dakota St.<\/td>Sum<\/td>14-15<\/td>-0.48<\/td>-1.2<\/td>1.28<\/td>-2.59<\/td>-4.1<\/td>221<\/td>--<\/td>\n<\/tr>\n
166<\/td>La Salle<\/td>A10<\/td>15-18<\/td>-0.51<\/td>-0.8<\/td>0.18<\/td>0.88<\/td>-1.6<\/td>186<\/td>--<\/td>\n<\/tr>\n
167<\/td>Sam Houston St.<\/td>Slnd<\/td>18-13<\/td>-0.69<\/td>-1<\/td>2.02<\/td>5.76<\/td>-0.5<\/td>170<\/td>--<\/td>\n<\/tr>\n
168<\/td>Rice<\/td>CUSA<\/td>14-18<\/td>-0.81<\/td>1.5<\/td>1.30<\/td>-7.15<\/td>-0.2<\/td>167<\/td>--<\/td>\n<\/tr>\n
169<\/td>Hawaii<\/td>WAC<\/td>18-12<\/td>-0.81<\/td>0.8<\/td>2.83<\/td>-4.78<\/td>1.1<\/td>158<\/td>--<\/td>\n<\/tr>\n
170<\/td>Northeastern<\/td>CAA<\/td>11-20<\/td>-0.88<\/td>-3.2<\/td>1.81<\/td>7.60<\/td>-2.9<\/td>202<\/td>--<\/td>\n<\/tr>\n
171<\/td>North Texas<\/td>SB<\/td>22-11<\/td>-0.90<\/td>-1.5<\/td>0.79<\/td>0.58<\/td>-0.5<\/td>172<\/td>--<\/td>\n<\/tr>\n
172<\/td>San Jose St.<\/td>WAC<\/td>17-15<\/td>-1.04<\/td>-1<\/td>1.39<\/td>-3.02<\/td>1.8<\/td>149<\/td>--<\/td>\n<\/tr>\n
173<\/td>Saint Joseph's<\/td>A10<\/td>11-21<\/td>-1.09<\/td>-2.3<\/td>1.82<\/td>3.31<\/td>-0.5<\/td>171<\/td>--<\/td>\n<\/tr>\n
174<\/td>Miami OH<\/td>MAC<\/td>16-16<\/td>-1.15<\/td>-2.9<\/td>-0.40<\/td>4.57<\/td>4.3<\/td>120<\/td>--<\/td>\n<\/tr>\n
175<\/td>Furman<\/td>SC<\/td>22-10<\/td>-1.18<\/td>0.9<\/td>-3.29<\/td>-7.92<\/td>4.5<\/td>116<\/td>--<\/td>\n<\/tr>\n
176<\/td>Houston<\/td>CUSA<\/td>12-18<\/td>-1.21<\/td>-4.4<\/td>-2.34<\/td>9.98<\/td>-3.6<\/td>211<\/td>--<\/td>\n<\/tr>\n
177<\/td>Middle Tennessee<\/td>SB<\/td>16-16<\/td>-1.37<\/td>-1.7<\/td>1.62<\/td>0.38<\/td>-5.6<\/td>238<\/td>--<\/td>\n<\/tr>\n
178<\/td>Quinnipiac<\/td>NEC<\/td>22-9<\/td>-1.41<\/td>-0.6<\/td>2.37<\/td>-4.34<\/td>-0.5<\/td>173<\/td>--<\/td>\n<\/tr>\n
179<\/td>Arkansas St.<\/td>SB<\/td>17-15<\/td>-1.42<\/td>-3.2<\/td>2.50<\/td>-4.05<\/td>-1.8<\/td>190<\/td>--<\/td>\n<\/tr>\n
180<\/td>Bradley<\/td>MVC<\/td>12-20<\/td>-1.60<\/td>-3.7<\/td>4.46<\/td>7.34<\/td>-5.3<\/td>232<\/td>--<\/td>\n<\/tr>\n
181<\/td>Stephen F. Austin<\/td>Slnd<\/td>18-11<\/td>-1.62<\/td>-3.7<\/td>-3.93<\/td>1.77<\/td>-4.9<\/td>230<\/td>--<\/td>\n<\/tr>\n
182<\/td>Auburn<\/td>SEC<\/td>11-20<\/td>-1.63<\/td>-5.2<\/td>0.96<\/td>8.95<\/td>-6.3<\/td>253<\/td>--<\/td>\n<\/tr>\n
183<\/td>Massachusetts<\/td>A10<\/td>15-15<\/td>-1.73<\/td>-3<\/td>-4.07<\/td>4.09<\/td>0.5<\/td>164<\/td>--<\/td>\n<\/tr>\n
184<\/td>Siena<\/td>MAAC<\/td>13-18<\/td>-1.77<\/td>-5.1<\/td>-3.80<\/td>11.22<\/td>-3.8<\/td>213<\/td>--<\/td>\n<\/tr>\n
185<\/td>Jacksonville<\/td>ASun<\/td>19-11<\/td>-1.83<\/td>-1.4<\/td>-2.25<\/td>0.46<\/td>2.0<\/td>148<\/td>--<\/td>\n<\/tr>\n
186<\/td>Canisius<\/td>MAAC<\/td>15-15<\/td>-1.88<\/td>-1.1<\/td>-0.15<\/td>-4.95<\/td>-2.4<\/td>195<\/td>--<\/td>\n<\/tr>\n
187<\/td>Western Carolina<\/td>SC<\/td>18-15<\/td>-1.99<\/td>-2.5<\/td>-0.77<\/td>-1.85<\/td>0.7<\/td>161<\/td>--<\/td>\n<\/tr>\n
188<\/td>Tulane<\/td>CUSA<\/td>13-17<\/td>-2.11<\/td>-1.8<\/td>-2.32<\/td>-2.42<\/td>-3.4<\/td>207<\/td>--<\/td>\n<\/tr>\n
189<\/td>Loyola MD<\/td>MAAC<\/td>15-15<\/td>-2.14<\/td>-1.8<\/td>1.30<\/td>-3.96<\/td>-2.5<\/td>196<\/td>--<\/td>\n<\/tr>\n
190<\/td>Evansville<\/td>MVC<\/td>15-15<\/td>-2.36<\/td>-3.1<\/td>-1.13<\/td>-1.96<\/td>1.2<\/td>156<\/td>--<\/td>\n<\/tr>\n
191<\/td>Cal Poly<\/td>BW<\/td>15-15<\/td>-2.38<\/td>-0.2<\/td>4.22<\/td>-7.86<\/td>-0.6<\/td>175<\/td>--<\/td>\n<\/tr>\n
192<\/td>Charlotte<\/td>A10<\/td>10-20<\/td>-2.38<\/td>-4.9<\/td>-2.67<\/td>6.51<\/td>-3.9<\/td>215<\/td>--<\/td>\n<\/tr>\n
193<\/td>IUPU Fort Wayne<\/td>Sum<\/td>18-12<\/td>-2.42<\/td>-2.1<\/td>1.70<\/td>-6.31<\/td>-1.2<\/td>181<\/td>--<\/td>\n<\/tr>\n
194<\/td>Central Connecticut<\/td>NEC<\/td>19-12<\/td>-2.89<\/td>0.1<\/td>-0.87<\/td>-11.37<\/td>-1.6<\/td>187<\/td>--<\/td>\n<\/tr>\n
195<\/td>Ball St.<\/td>MAC<\/td>19-13<\/td>-2.96<\/td>-1.3<\/td>-0.18<\/td>-5.50<\/td>-0.8<\/td>177<\/td>--<\/td>\n<\/tr>\n
196<\/td>DePaul<\/td>BE<\/td>7-24<\/td>-3.17<\/td>-4.4<\/td>1.10<\/td>3.03<\/td>-3.4<\/td>208<\/td>--<\/td>\n<\/tr>\n
197<\/td>American<\/td>Pat<\/td>22-9<\/td>-3.21<\/td>-2.3<\/td>1.25<\/td>-7.25<\/td>3.0<\/td>133<\/td>--<\/td>\n<\/tr>\n
198<\/td>Tennessee Tech<\/td>OVC<\/td>20-12<\/td>-3.23<\/td>-4.4<\/td>1.93<\/td>-7.63<\/td>-1.3<\/td>182<\/td>--<\/td>\n<\/tr>\n
199<\/td>Lehigh<\/td>Pat<\/td>16-15<\/td>-3.45<\/td>-3.6<\/td>-0.93<\/td>-2.66<\/td>-3.7<\/td>212<\/td>--<\/td>\n<\/tr>\n
200<\/td>Western Kentucky<\/td>SB<\/td>16-16<\/td>-3.51<\/td>-6.1<\/td>-1.67<\/td>6.40<\/td>-3.9<\/td>218<\/td>--<\/td>\n<\/tr>\n
201<\/td>Drake<\/td>MVC<\/td>13-18<\/td>-3.54<\/td>-5.6<\/td>1.68<\/td>4.04<\/td>-4.3<\/td>223<\/td>--<\/td>\n<\/tr>\n
202<\/td>William & Mary<\/td>CAA<\/td>10-22<\/td>-3.66<\/td>-5.3<\/td>1.96<\/td>2.73<\/td>-5.5<\/td>237<\/td>--<\/td>\n<\/tr>\n
203<\/td>Florida Atlantic<\/td>SB<\/td>21-10<\/td>-3.69<\/td>-2.6<\/td>-3.13<\/td>-4.98<\/td>4.6<\/td>114<\/td>--<\/td>\n<\/tr>\n
204<\/td>Appalachian St.<\/td>SC<\/td>16-15<\/td>-3.74<\/td>-5.5<\/td>1.15<\/td>4.52<\/td>-1.2<\/td>180<\/td>--<\/td>\n<\/tr>\n
205<\/td>Yale<\/td>Ivy<\/td>15-13<\/td>-3.99<\/td>-3.1<\/td>-0.79<\/td>-7.79<\/td>-0.1<\/td>166<\/td>--<\/td>\n<\/tr>\n
206<\/td>Southern Illinois<\/td>MVC<\/td>13-19<\/td>-4.06<\/td>-7.1<\/td>-2.28<\/td>7.31<\/td>-4.0<\/td>219<\/td>--<\/td>\n<\/tr>\n
207<\/td>Louisiana St.<\/td>SEC<\/td>11-21<\/td>-4.07<\/td>-6<\/td>0.27<\/td>3.99<\/td>-5.7<\/td>241<\/td>--<\/td>\n<\/tr>\n
208<\/td>Eastern Kentucky<\/td>OVC<\/td>15-16<\/td>-4.28<\/td>-7.4<\/td>-1.96<\/td>-1.92<\/td>-6.3<\/td>252<\/td>--<\/td>\n<\/tr>\n
209<\/td>Wyoming<\/td>MWC<\/td>10-21<\/td>-4.28<\/td>-4.7<\/td>2.31<\/td>-4.35<\/td>-3.9<\/td>214<\/td>--<\/td>\n<\/tr>\n
210<\/td>Mercer<\/td>ASun<\/td>15-18<\/td>-4.30<\/td>-3.7<\/td>2.21<\/td>-6.22<\/td>-4.6<\/td>228<\/td>--<\/td>\n<\/tr>\n
211<\/td>Pennsylvania<\/td>Ivy<\/td>13-15<\/td>-4.38<\/td>-2<\/td>-0.60<\/td>-10.64<\/td>-1.6<\/td>188<\/td>--<\/td>\n<\/tr>\n
212<\/td>McNeese St.<\/td>Slnd<\/td>21-10<\/td>-4.46<\/td>-3.3<\/td>3.77<\/td>-10.29<\/td>1.4<\/td>151<\/td>16<\/td>\n<\/tr>\n
213<\/td>Illinois St.<\/td>MVC<\/td>12-19<\/td>-4.52<\/td>-7.8<\/td>-0.99<\/td>9.57<\/td>-8.7<\/td>279<\/td>--<\/td>\n<\/tr>\n
214<\/td>Loyola Marymount<\/td>WCC<\/td>11-21<\/td>-4.60<\/td>-4<\/td>-0.65<\/td>-5.62<\/td>-5.7<\/td>239<\/td>--<\/td>\n<\/tr>\n
215<\/td>Wake Forest<\/td>ACC<\/td>8-24<\/td>-4.64<\/td>-9.1<\/td>-1.24<\/td>13.68<\/td>-6.2<\/td>249<\/td>--<\/td>\n<\/tr>\n
216<\/td>Delaware<\/td>CAA<\/td>14-17<\/td>-4.74<\/td>-3.6<\/td>0.17<\/td>-8.34<\/td>0.5<\/td>163<\/td>--<\/td>\n<\/tr>\n
217<\/td>Maine<\/td>AE<\/td>15-15<\/td>-4.89<\/td>-5<\/td>-5.47<\/td>-7.23<\/td>-5.9<\/td>244<\/td>--<\/td>\n<\/tr>\n
218<\/td>Denver<\/td>SB<\/td>13-17<\/td>-5.10<\/td>-4.7<\/td>-1.93<\/td>-4.55<\/td>-7.6<\/td>265<\/td>--<\/td>\n<\/tr>\n
219<\/td>Cal St. Northridge<\/td>BW<\/td>14-18<\/td>-5.25<\/td>-6<\/td>0.45<\/td>-4.08<\/td>-3.3<\/td>206<\/td>--<\/td>\n<\/tr>\n
220<\/td>Stony Brook<\/td>AE<\/td>15-16<\/td>-5.25<\/td>-5.4<\/td>1.55<\/td>-3.89<\/td>-7.3<\/td>262<\/td>--<\/td>\n<\/tr>\n
221<\/td>Arkansas Little Rock<\/td>SB<\/td>19-16<\/td>-5.36<\/td>-4.9<\/td>1.03<\/td>-9.32<\/td>-2.2<\/td>194<\/td>17<\/td>\n<\/tr>\n
222<\/td>NC Wilmington<\/td>CAA<\/td>13-18<\/td>-5.42<\/td>-5.4<\/td>-0.90<\/td>-5.63<\/td>-3.5<\/td>209<\/td>--<\/td>\n<\/tr>\n
223<\/td>Georgia St.<\/td>CAA<\/td>12-19<\/td>-5.51<\/td>-6<\/td>-0.72<\/td>-4.22<\/td>-6.2<\/td>247<\/td>--<\/td>\n<\/tr>\n
224<\/td>Charleston Southern<\/td>BSth<\/td>16-16<\/td>-5.55<\/td>-5.6<\/td>-0.41<\/td>-14.96<\/td>-4.3<\/td>225<\/td>--<\/td>\n<\/tr>\n
225<\/td>Holy Cross<\/td>Pat<\/td>8-21<\/td>-5.61<\/td>-6.3<\/td>-1.41<\/td>-3.50<\/td>-11.9<\/td>310<\/td>--<\/td>\n<\/tr>\n
226<\/td>UC Irvine<\/td>BW<\/td>13-19<\/td>-5.71<\/td>-5.6<\/td>-2.29<\/td>-6.89<\/td>-5.7<\/td>240<\/td>--<\/td>\n<\/tr>\n
227<\/td>Winthrop<\/td>BSth<\/td>13-17<\/td>-5.77<\/td>-5.9<\/td>-0.07<\/td>-2.47<\/td>-5.2<\/td>231<\/td>--<\/td>\n<\/tr>\n
228<\/td>Lamar<\/td>Slnd<\/td>13-17<\/td>-5.80<\/td>-6.9<\/td>-1.05<\/td>-9.33<\/td>-7.7<\/td>266<\/td>--<\/td>\n<\/tr>\n
229<\/td>Hampton<\/td>MEAC<\/td>23-8<\/td>-5.84<\/td>-4.8<\/td>-0.40<\/td>-5.66<\/td>-1.9<\/td>192<\/td>17<\/td>\n<\/tr>\n
230<\/td>Virginia Military Inst<\/td>BSth<\/td>18-13<\/td>-6.02<\/td>-4<\/td>0.53<\/td>-15.19<\/td>-2.6<\/td>198<\/td>--<\/td>\n<\/tr>\n
231<\/td>Nicholls St.<\/td>Slnd<\/td>14-14<\/td>-6.36<\/td>-6.2<\/td>-3.21<\/td>-9.44<\/td>-3.5<\/td>210<\/td>--<\/td>\n<\/tr>\n
232<\/td>Louisiana Lafayette<\/td>SB<\/td>14-15<\/td>-6.54<\/td>-6.2<\/td>3.40<\/td>-4.89<\/td>-5.4<\/td>235<\/td>--<\/td>\n<\/tr>\n
233<\/td>Louisiana Tech<\/td>WAC<\/td>12-20<\/td>-6.55<\/td>-8.5<\/td>-2.49<\/td>0.56<\/td>-4.1<\/td>220<\/td>--<\/td>\n<\/tr>\n
234<\/td>Lafayette<\/td>Pat<\/td>13-19<\/td>-6.68<\/td>-6.3<\/td>3.30<\/td>-9.20<\/td>-5.9<\/td>245<\/td>--<\/td>\n<\/tr>\n
235<\/td>Texas San Antonio<\/td>Slnd<\/td>18-13<\/td>-6.69<\/td>-6<\/td>1.76<\/td>-5.62<\/td>-2.5<\/td>197<\/td>--<\/td>\n<\/tr>\n
236<\/td>St. Francis NY<\/td>NEC<\/td>15-15<\/td>-6.88<\/td>-4.7<\/td>3.56<\/td>-13.91<\/td>-6.3<\/td>251<\/td>--<\/td>\n<\/tr>\n
237<\/td>Southeastern Louisiana<\/td>Slnd<\/td>15-14<\/td>-6.92<\/td>-9.6<\/td>-0.11<\/td>-3.51<\/td>-2.9<\/td>203<\/td>--<\/td>\n<\/tr>\n
238<\/td>Morgan St.<\/td>MEAC<\/td>17-13<\/td>-7.05<\/td>-7.7<\/td>1.14<\/td>-1.06<\/td>-6.2<\/td>250<\/td>--<\/td>\n<\/tr>\n
239<\/td>Savannah St.<\/td>ind<\/td>11-18<\/td>-7.07<\/td>-11.1<\/td>3.85<\/td>-14.90<\/td>-2.8<\/td>200<\/td>--<\/td>\n<\/tr>\n
240<\/td>Bowling Green<\/td>MAC<\/td>14-19<\/td>-7.14<\/td>-8.3<\/td>-1.34<\/td>-2.96<\/td>-5.8<\/td>243<\/td>--<\/td>\n<\/tr>\n
241<\/td>Pepperdine<\/td>WCC<\/td>12-21<\/td>-7.20<\/td>-6.2<\/td>2.05<\/td>-11.50<\/td>-3.2<\/td>204<\/td>--<\/td>\n<\/tr>\n
242<\/td>Elon<\/td>SC<\/td>14-17<\/td>-7.49<\/td>-7.7<\/td>-1.77<\/td>-8.87<\/td>-4.8<\/td>229<\/td>--<\/td>\n<\/tr>\n
243<\/td>Tennessee St.<\/td>OVC<\/td>14-16<\/td>-7.55<\/td>-7.2<\/td>-3.10<\/td>-8.99<\/td>-4.4<\/td>227<\/td>--<\/td>\n<\/tr>\n
244<\/td>Liberty<\/td>BSth<\/td>19-13<\/td>-7.58<\/td>-7.1<\/td>-2.73<\/td>-10.56<\/td>-1.5<\/td>185<\/td>--<\/td>\n<\/tr>\n
245<\/td>Columbia<\/td>Ivy<\/td>15-13<\/td>-7.77<\/td>-5.7<\/td>-2.14<\/td>-11.65<\/td>-2.8<\/td>201<\/td>--<\/td>\n<\/tr>\n
246<\/td>Brown<\/td>Ivy<\/td>11-17<\/td>-7.83<\/td>-8.1<\/td>1.37<\/td>-9.45<\/td>-7.3<\/td>263<\/td>--<\/td>\n<\/tr>\n
247<\/td>UC Davis<\/td>BW<\/td>10-20<\/td>-7.87<\/td>-7.8<\/td>-1.53<\/td>-8.58<\/td>-7.8<\/td>271<\/td>--<\/td>\n<\/tr>\n
248<\/td>Texas Arlington<\/td>Slnd<\/td>13-16<\/td>-7.97<\/td>-8.5<\/td>-3.38<\/td>-6.18<\/td>-6.4<\/td>254<\/td>--<\/td>\n<\/tr>\n
249<\/td>Illinois Chicago<\/td>Horz<\/td>7-24<\/td>-7.98<\/td>-9.6<\/td>1.58<\/td>-4.00<\/td>-7.7<\/td>269<\/td>--<\/td>\n<\/tr>\n
250<\/td>Cal St. Fullerton<\/td>BW<\/td>11-20<\/td>-8.03<\/td>-10.2<\/td>-1.23<\/td>-3.02<\/td>-7.8<\/td>270<\/td>--<\/td>\n<\/tr>\n
251<\/td>Youngstown St.<\/td>Horz<\/td>9-21<\/td>-8.12<\/td>-9.3<\/td>0.90<\/td>-5.05<\/td>-7.1<\/td>258<\/td>--<\/td>\n<\/tr>\n
252<\/td>Albany<\/td>AE<\/td>16-16<\/td>-8.13<\/td>-7.9<\/td>-1.26<\/td>-9.79<\/td>-5.9<\/td>246<\/td>--<\/td>\n<\/tr>\n
253<\/td>Montana St.<\/td>BSky<\/td>13-18<\/td>-8.23<\/td>-9.7<\/td>-1.86<\/td>-5.08<\/td>-5.5<\/td>236<\/td>--<\/td>\n<\/tr>\n
254<\/td>Mount St. Mary's<\/td>NEC<\/td>11-21<\/td>-8.60<\/td>-10.5<\/td>-0.54<\/td>-0.69<\/td>-7.2<\/td>261<\/td>--<\/td>\n<\/tr>\n
255<\/td>North Florida<\/td>ASun<\/td>15-19<\/td>-8.61<\/td>-7.2<\/td>-1.46<\/td>-14.38<\/td>1.2<\/td>154<\/td>--<\/td>\n<\/tr>\n
256<\/td>Eastern Washington<\/td>BSky<\/td>10-20<\/td>-8.63<\/td>-10<\/td>1.15<\/td>-10.13<\/td>-7.7<\/td>266<\/td>--<\/td>\n<\/tr>\n
257<\/td>Texas St.<\/td>Slnd<\/td>16-16<\/td>-8.68<\/td>-7.9<\/td>1.24<\/td>-7.15<\/td>-6.8<\/td>255<\/td>--<\/td>\n<\/tr>\n
258<\/td>Campbell<\/td>ASun<\/td>12-19<\/td>-8.76<\/td>-9.9<\/td>-4.07<\/td>-2.75<\/td>-9.2<\/td>282<\/td>--<\/td>\n<\/tr>\n
259<\/td>Portland St.<\/td>BSky<\/td>14-16<\/td>-8.89<\/td>-11.7<\/td>-1.73<\/td>-0.97<\/td>-7.1<\/td>260<\/td>--<\/td>\n<\/tr>\n
260<\/td>UC Riverside<\/td>BW<\/td>12-19<\/td>-9.08<\/td>-10.8<\/td>-0.11<\/td>-8.05<\/td>-4.1<\/td>222<\/td>--<\/td>\n<\/tr>\n
261<\/td>Utah Valley<\/td>GWC<\/td>19-11<\/td>-9.18<\/td>-9.8<\/td>-1.01<\/td>-17.26<\/td>-7.7<\/td>268<\/td>--<\/td>\n<\/tr>\n
262<\/td>Troy<\/td>SB<\/td>8-21<\/td>-9.38<\/td>-11.6<\/td>-1.19<\/td>-2.26<\/td>-9.2<\/td>283<\/td>--<\/td>\n<\/tr>\n
263<\/td>Chattanooga<\/td>SC<\/td>16-16<\/td>-9.51<\/td>-12.2<\/td>-0.22<\/td>-5.99<\/td>-2.1<\/td>193<\/td>--<\/td>\n<\/tr>\n
264<\/td>Seattle<\/td>ind<\/td>11-20<\/td>-9.84<\/td>-10<\/td>0.49<\/td>-6.78<\/td>-7.1<\/td>259<\/td>--<\/td>\n<\/tr>\n
265<\/td>Wagner<\/td>NEC<\/td>13-17<\/td>-9.86<\/td>-7.5<\/td>-2.31<\/td>-17.67<\/td>-3.9<\/td>217<\/td>--<\/td>\n<\/tr>\n
266<\/td>Sacred Heart<\/td>NEC<\/td>11-18<\/td>-10.18<\/td>-10.8<\/td>0.49<\/td>-8.90<\/td>-10.1<\/td>296<\/td>--<\/td>\n<\/tr>\n
267<\/td>South Alabama<\/td>SB<\/td>12-16<\/td>-10.61<\/td>-13.8<\/td>-0.53<\/td>-4.62<\/td>-8.1<\/td>274<\/td>--<\/td>\n<\/tr>\n
268<\/td>Eastern Michigan<\/td>MAC<\/td>9-22<\/td>-10.61<\/td>-11.8<\/td>-0.87<\/td>-3.00<\/td>-11.9<\/td>309<\/td>--<\/td>\n<\/tr>\n
269<\/td>Central Michigan<\/td>MAC<\/td>10-21<\/td>-10.61<\/td>-12.1<\/td>-0.83<\/td>-2.57<\/td>-9.4<\/td>287<\/td>--<\/td>\n<\/tr>\n
270<\/td>Niagara<\/td>MAAC<\/td>9-23<\/td>-10.62<\/td>-14.5<\/td>0.51<\/td>3.77<\/td>-10.0<\/td>294<\/td>--<\/td>\n<\/tr>\n
271<\/td>Towson<\/td>CAA<\/td>4-26<\/td>-10.96<\/td>-11.9<\/td>-0.52<\/td>-7.24<\/td>-13.7<\/td>322<\/td>--<\/td>\n<\/tr>\n
272<\/td>San Diego<\/td>WCC<\/td>6-24<\/td>-10.99<\/td>-14<\/td>0.56<\/td>-2.39<\/td>-8.4<\/td>276<\/td>--<\/td>\n<\/tr>\n
273<\/td>NC Greensboro<\/td>SC<\/td>7-24<\/td>-11.04<\/td>-12.3<\/td>0.87<\/td>-6.40<\/td>-11.4<\/td>304<\/td>--<\/td>\n<\/tr>\n
274<\/td>Northwestern St.<\/td>Slnd<\/td>18-14<\/td>-11.13<\/td>-9.9<\/td>1.25<\/td>-11.76<\/td>-5.4<\/td>234<\/td>--<\/td>\n<\/tr>\n
275<\/td>Navy<\/td>Pat<\/td>11-20<\/td>-11.18<\/td>-10.7<\/td>1.75<\/td>-10.67<\/td>-10.2<\/td>297<\/td>--<\/td>\n<\/tr>\n
276<\/td>Northern Illinois<\/td>MAC<\/td>9-21<\/td>-11.18<\/td>-11.9<\/td>-2.90<\/td>-7.94<\/td>-10.5<\/td>298<\/td>--<\/td>\n<\/tr>\n
277<\/td>Southern Utah<\/td>Sum<\/td>11-19<\/td>-11.48<\/td>-9.1<\/td>3.83<\/td>-14.74<\/td>-9.6<\/td>291<\/td>--<\/td>\n<\/tr>\n
278<\/td>Jackson St.<\/td>SWAC<\/td>17-15<\/td>-11.57<\/td>-12.8<\/td>-2.99<\/td>-11.62<\/td>-9.5<\/td>290<\/td>--<\/td>\n<\/tr>\n
279<\/td>Gardner Webb<\/td>BSth<\/td>11-21<\/td>-11.75<\/td>-10.6<\/td>2.39<\/td>-16.38<\/td>-5.8<\/td>242<\/td>--<\/td>\n<\/tr>\n
280<\/td>Presbyterian<\/td>BSth<\/td>13-18<\/td>-11.85<\/td>-10.3<\/td>-2.05<\/td>-18.60<\/td>-3.3<\/td>205<\/td>--<\/td>\n<\/tr>\n
281<\/td>The Citadel<\/td>SC<\/td>10-22<\/td>-11.89<\/td>-12.7<\/td>-3.98<\/td>-5.68<\/td>-9.3<\/td>286<\/td>--<\/td>\n<\/tr>\n
282<\/td>Jacksonville St.<\/td>OVC<\/td>5-25<\/td>-11.98<\/td>-12.1<\/td>3.10<\/td>-11.07<\/td>-16.4<\/td>335<\/td>--<\/td>\n<\/tr>\n
283<\/td>Missouri Kansas City<\/td>Sum<\/td>16-14<\/td>-12.33<\/td>-12.1<\/td>-1.07<\/td>-12.01<\/td>-3.9<\/td>216<\/td>--<\/td>\n<\/tr>\n
284<\/td>Coppin St.<\/td>MEAC<\/td>16-14<\/td>-12.37<\/td>-9.3<\/td>1.90<\/td>-17.33<\/td>-6.8<\/td>256<\/td>--<\/td>\n<\/tr>\n
285<\/td>New Hampshire<\/td>AE<\/td>12-18<\/td>-12.40<\/td>-13.1<\/td>-1.27<\/td>-10.19<\/td>-9.3<\/td>285<\/td>--<\/td>\n<\/tr>\n
286<\/td>Florida Gulf Coast<\/td>ASun<\/td>10-20<\/td>-12.41<\/td>-11.7<\/td>3.69<\/td>-14.18<\/td>-9.5<\/td>288<\/td>--<\/td>\n<\/tr>\n
287<\/td>Army<\/td>Pat<\/td>11-19<\/td>-12.48<\/td>-13<\/td>-4.77<\/td>-9.31<\/td>-10.0<\/td>293<\/td>--<\/td>\n<\/tr>\n
288<\/td>Eastern Illinois<\/td>OVC<\/td>9-20<\/td>-12.52<\/td>-14.7<\/td>-4.12<\/td>-6.63<\/td>-11.5<\/td>305<\/td>--<\/td>\n<\/tr>\n
289<\/td>Southeast Missouri St.<\/td>OVC<\/td>10-22<\/td>-12.53<\/td>-13.4<\/td>4.22<\/td>-15.64<\/td>-11.3<\/td>303<\/td>--<\/td>\n<\/tr>\n
290<\/td>South Dakota<\/td>GWC<\/td>18-14<\/td>-12.59<\/td>-14.1<\/td>-0.52<\/td>-11.50<\/td>-10.5<\/td>299<\/td>--<\/td>\n<\/tr>\n
291<\/td>Monmouth<\/td>NEC<\/td>9-21<\/td>-12.74<\/td>-12.4<\/td>1.83<\/td>-13.93<\/td>-12.9<\/td>317<\/td>--<\/td>\n<\/tr>\n
292<\/td>Manhattan<\/td>MAAC<\/td>6-25<\/td>-12.82<\/td>-15.5<\/td>0.78<\/td>-3.58<\/td>-12.5<\/td>315<\/td>--<\/td>\n<\/tr>\n
293<\/td>Florida International<\/td>SB<\/td>11-19<\/td>-13.13<\/td>-13.3<\/td>-0.62<\/td>-12.16<\/td>-10.7<\/td>300<\/td>--<\/td>\n<\/tr>\n
294<\/td>Fordham<\/td>A10<\/td>7-21<\/td>-13.42<\/td>-13.6<\/td>-0.67<\/td>-10.32<\/td>-9.7<\/td>292<\/td>--<\/td>\n<\/tr>\n
295<\/td>Bethune Cookman<\/td>MEAC<\/td>21-12<\/td>-13.50<\/td>-14<\/td>2.41<\/td>-14.90<\/td>-4.3<\/td>224<\/td>--<\/td>\n<\/tr>\n
296<\/td>St. Francis PA<\/td>NEC<\/td>9-21<\/td>-13.59<\/td>-12.9<\/td>-0.59<\/td>-16.30<\/td>-9.5<\/td>289<\/td>--<\/td>\n<\/tr>\n
297<\/td>Texas Southern<\/td>SWAC<\/td>19-12<\/td>-13.70<\/td>-12.8<\/td>-3.40<\/td>-14.05<\/td>-4.4<\/td>226<\/td>17<\/td>\n<\/tr>\n
298<\/td>Norfolk St.<\/td>MEAC<\/td>12-20<\/td>-13.93<\/td>-14.8<\/td>-1.17<\/td>-11.94<\/td>-11.6<\/td>307<\/td>--<\/td>\n<\/tr>\n
299<\/td>Tennessee Martin<\/td>OVC<\/td>12-21<\/td>-13.93<\/td>-14.2<\/td>0.55<\/td>-15.10<\/td>-8.6<\/td>278<\/td>--<\/td>\n<\/tr>\n
300<\/td>Hartford<\/td>AE<\/td>11-20<\/td>-14.08<\/td>-14.1<\/td>-1.81<\/td>-14.06<\/td>-11.2<\/td>302<\/td>--<\/td>\n<\/tr>\n
301<\/td>North Carolina A&T<\/td>MEAC<\/td>15-17<\/td>-14.10<\/td>-14.7<\/td>-0.45<\/td>-14.20<\/td>-6.2<\/td>248<\/td>--<\/td>\n<\/tr>\n
302<\/td>Texas A&M Corpus Chris<\/td>Slnd<\/td>10-21<\/td>-14.13<\/td>-17.4<\/td>-1.09<\/td>-0.63<\/td>-8.1<\/td>273<\/td>--<\/td>\n<\/tr>\n
303<\/td>Alabama St.<\/td>SWAC<\/td>16-17<\/td>-14.61<\/td>-15.1<\/td>7.12<\/td>-12.17<\/td>-11.0<\/td>301<\/td>--<\/td>\n<\/tr>\n
304<\/td>Delaware St.<\/td>MEAC<\/td>9-21<\/td>-14.69<\/td>-17<\/td>-5.00<\/td>-10.54<\/td>-11.6<\/td>306<\/td>--<\/td>\n<\/tr>\n
305<\/td>Idaho St.<\/td>BSky<\/td>9-20<\/td>-15.06<\/td>-15.5<\/td>-1.72<\/td>-10.88<\/td>-8.4<\/td>277<\/td>--<\/td>\n<\/tr>\n
306<\/td>High Point<\/td>BSth<\/td>12-19<\/td>-15.48<\/td>-17.1<\/td>-0.24<\/td>-10.47<\/td>-7.8<\/td>272<\/td>--<\/td>\n<\/tr>\n
307<\/td>Stetson<\/td>ASun<\/td>8-23<\/td>-15.77<\/td>-15<\/td>1.20<\/td>-17.53<\/td>-11.9<\/td>311<\/td>--<\/td>\n<\/tr>\n
308<\/td>Binghamton<\/td>AE<\/td>8-23<\/td>-15.93<\/td>-18.1<\/td>3.85<\/td>-8.97<\/td>-14.1<\/td>324<\/td>--<\/td>\n<\/tr>\n
309<\/td>Longwood<\/td>ind<\/td>12-19<\/td>-16.09<\/td>-20.5<\/td>3.28<\/td>-15.44<\/td>-7.6<\/td>264<\/td>--<\/td>\n<\/tr>\n
310<\/td>Samford<\/td>SC<\/td>12-19<\/td>-16.56<\/td>-17.7<\/td>-2.35<\/td>-8.53<\/td>-8.8<\/td>280<\/td>--<\/td>\n<\/tr>\n
311<\/td>Marist<\/td>MAAC<\/td>6-27<\/td>-16.62<\/td>-18<\/td>1.66<\/td>-13.92<\/td>-11.8<\/td>308<\/td>--<\/td>\n<\/tr>\n
312<\/td>North Dakota<\/td>GWC<\/td>18-14<\/td>-16.85<\/td>-15.4<\/td>0.32<\/td>-24.02<\/td>-8.3<\/td>275<\/td>--<\/td>\n<\/tr>\n
313<\/td>Colgate<\/td>Pat<\/td>7-23<\/td>-16.94<\/td>-18.8<\/td>1.27<\/td>-11.04<\/td>-13.3<\/td>318<\/td>--<\/td>\n<\/tr>\n
314<\/td>NJ Inst of Technology<\/td>GWC<\/td>15-15<\/td>-16.97<\/td>-16.1<\/td>1.82<\/td>-24.95<\/td>-11.9<\/td>313<\/td>--<\/td>\n<\/tr>\n
315<\/td>South Carolina Upstate<\/td>ASun<\/td>5-25<\/td>-17.13<\/td>-18.6<\/td>-2.60<\/td>-12.15<\/td>-11.9<\/td>312<\/td>--<\/td>\n<\/tr>\n
316<\/td>Mississippi Valley St.<\/td>SWAC<\/td>13-19<\/td>-17.20<\/td>-17.3<\/td>-3.22<\/td>-18.63<\/td>-9.0<\/td>281<\/td>--<\/td>\n<\/tr>\n
317<\/td>North Carolina Central<\/td>ind<\/td>15-14<\/td>-17.25<\/td>-16.3<\/td>-1.11<\/td>-22.92<\/td>-7.0<\/td>257<\/td>--<\/td>\n<\/tr>\n
318<\/td>Fairleigh Dickinson<\/td>NEC<\/td>5-24<\/td>-17.75<\/td>-18<\/td>-2.24<\/td>-16.22<\/td>-17.6<\/td>338<\/td>--<\/td>\n<\/tr>\n
319<\/td>Cal St. Bakersfield<\/td>ind<\/td>9-19<\/td>-17.78<\/td>-18.9<\/td>-7.43<\/td>-13.22<\/td>-10.1<\/td>295<\/td>--<\/td>\n<\/tr>\n
320<\/td>Kennesaw St.<\/td>ASun<\/td>8-23<\/td>-17.80<\/td>-19.8<\/td>1.68<\/td>-12.75<\/td>-12.3<\/td>314<\/td>--<\/td>\n<\/tr>\n
321<\/td>Sacramento St.<\/td>BSky<\/td>7-21<\/td>-18.17<\/td>-19.1<\/td>0.11<\/td>-15.54<\/td>-13.6<\/td>320<\/td>--<\/td>\n<\/tr>\n
322<\/td>Bryant<\/td>NEC<\/td>9-21<\/td>-18.27<\/td>-17.3<\/td>-2.41<\/td>-26.51<\/td>-9.2<\/td>284<\/td>--<\/td>\n<\/tr>\n
323<\/td>South Carolina St.<\/td>MEAC<\/td>10-22<\/td>-18.76<\/td>-21<\/td>0.15<\/td>-10.72<\/td>-17.3<\/td>337<\/td>--<\/td>\n<\/tr>\n
324<\/td>Radford<\/td>BSth<\/td>5-24<\/td>-18.80<\/td>-21.5<\/td>-0.72<\/td>-7.38<\/td>-13.6<\/td>321<\/td>--<\/td>\n<\/tr>\n
325<\/td>Georgia Southern<\/td>SC<\/td>5-27<\/td>-19.02<\/td>-20.2<\/td>0.96<\/td>-10.08<\/td>-16.8<\/td>336<\/td>--<\/td>\n<\/tr>\n
326<\/td>Louisiana Monroe<\/td>SB<\/td>7-24<\/td>-19.35<\/td>-21.7<\/td>-1.84<\/td>-10.77<\/td>-14.6<\/td>325<\/td>--<\/td>\n<\/tr>\n
327<\/td>Western Illinois<\/td>Sum<\/td>7-23<\/td>-19.41<\/td>-21.9<\/td>-2.14<\/td>-11.11<\/td>-14.8<\/td>327<\/td>--<\/td>\n<\/tr>\n
328<\/td>Dartmouth<\/td>Ivy<\/td>5-23<\/td>-19.90<\/td>-19.4<\/td>-2.59<\/td>-19.81<\/td>-13.4<\/td>319<\/td>--<\/td>\n<\/tr>\n
329<\/td>Central Arkansas<\/td>Slnd<\/td>5-24<\/td>-20.14<\/td>-24.2<\/td>-3.00<\/td>-13.71<\/td>-17.9<\/td>339<\/td>--<\/td>\n<\/tr>\n
330<\/td>Florida A&M<\/td>MEAC<\/td>12-20<\/td>-20.30<\/td>-20.6<\/td>-1.07<\/td>-19.02<\/td>-13.9<\/td>323<\/td>--<\/td>\n<\/tr>\n
331<\/td>Alabama A&M<\/td>SWAC<\/td>13-15<\/td>-20.33<\/td>-18.4<\/td>-1.29<\/td>-20.74<\/td>-14.7<\/td>326<\/td>--<\/td>\n<\/tr>\n
332<\/td>Toledo<\/td>MAC<\/td>4-28<\/td>-20.70<\/td>-24.2<\/td>-2.73<\/td>-13.63<\/td>-15.9<\/td>332<\/td>--<\/td>\n<\/tr>\n
333<\/td>Grambling<\/td>SWAC<\/td>12-20<\/td>-21.04<\/td>-20.5<\/td>7.11<\/td>-25.08<\/td>-15.0<\/td>329<\/td>--<\/td>\n<\/tr>\n
334<\/td>Prairie View A&M<\/td>SWAC<\/td>10-22<\/td>-21.60<\/td>-24.2<\/td>-0.08<\/td>-17.03<\/td>-15.4<\/td>330<\/td>--<\/td>\n<\/tr>\n
335<\/td>Arkansas Pine Bluff<\/td>SWAC<\/td>7-24<\/td>-21.90<\/td>-25.9<\/td>-2.04<\/td>-9.51<\/td>-16.4<\/td>334<\/td>--<\/td>\n<\/tr>\n
336<\/td>Texas Pan American<\/td>GWC<\/td>6-25<\/td>-22.21<\/td>-23.6<\/td>-1.51<\/td>-17.03<\/td>-19.6<\/td>341<\/td>--<\/td>\n<\/tr>\n
337<\/td>MD Baltimore County<\/td>AE<\/td>5-25<\/td>-23.40<\/td>-25.9<\/td>-2.23<\/td>-14.36<\/td>-16.3<\/td>333<\/td>--<\/td>\n<\/tr>\n
338<\/td>Houston Baptist<\/td>GWC<\/td>5-26<\/td>-23.79<\/td>-24.5<\/td>0.52<\/td>-18.60<\/td>-23.7<\/td>344<\/td>--<\/td>\n<\/tr>\n
339<\/td>Maryland Eastern Shore<\/td>MEAC<\/td>9-22<\/td>-23.83<\/td>-24.8<\/td>0.65<\/td>-21.97<\/td>-15.0<\/td>328<\/td>--<\/td>\n<\/tr>\n
340<\/td>SIU Edwardsville<\/td>ind<\/td>8-21<\/td>-24.89<\/td>-29.9<\/td>0.31<\/td>-20.98<\/td>-12.6<\/td>316<\/td>--<\/td>\n<\/tr>\n
341<\/td>Howard<\/td>MEAC<\/td>6-24<\/td>-25.82<\/td>-26.2<\/td>0.27<\/td>-23.15<\/td>-21.0<\/td>343<\/td>--<\/td>\n<\/tr>\n
342<\/td>Alcorn St.<\/td>SWAC<\/td>4-24<\/td>-27.64<\/td>-27.7<\/td>0.57<\/td>-30.26<\/td>-19.8<\/td>342<\/td>--<\/td>\n<\/tr>\n
343<\/td>Centenary<\/td>Sum<\/td>1-29<\/td>-29.25<\/td>-31.3<\/td>1.97<\/td>-15.84<\/td>-18.9<\/td>340<\/td>--<\/td>\n<\/tr>\n
344<\/td>Chicago St.<\/td>GWC<\/td>6-26<\/td>-32.28<\/td>-36<\/td>-2.66<\/td>-19.05<\/td>-15.7<\/td>331<\/td>--<\/td>\n<\/tr>\n
345<\/td>Southern<\/td>SWAC<\/td>4-26<\/td>-33.45<\/td>-34.8<\/td>-3.54<\/td>-23.70<\/td>-25.2<\/td>345<\/td>--<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

In my , I took as the Bayesian prior the overall distribution of NCAA teams.\u00a0 Now, we know more than that–we can create a pretty good projection of how good a team will be based on how good the team has been the previous few years.\u00a0 So let’s do it! I compiled the Pomeroy Ratings … [Read more…]<\/a><\/span><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[19],"tags":[21,55,23,22,24],"_links":{"self":[{"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/posts\/353"}],"collection":[{"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/comments?post=353"}],"version-history":[{"count":10,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/posts\/353\/revisions"}],"predecessor-version":[{"id":363,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/posts\/353\/revisions\/363"}],"wp:attachment":[{"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/media?parent=353"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/categories?post=353"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/godismyjudgeok.com\/DStats\/wp-json\/wp\/v2\/tags?post=353"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}