Showing posts with label log5. Show all posts
Showing posts with label log5. Show all posts

Wednesday, March 20, 2013

South bracket: log5 prediction

As I did last year and have done in the past, I will be running log5 analysis based on the Pomeroy ratings for at least as long as the Hoyas are in the field.

Ken Pomeroy has run the official log5 odds for the tournament as a whole on his website. Rather than duplicate his what I will try to do here is provide supplementary information.

Log5 in Other Regions


The first question I want to answer is to what extent the Hoyas were unlucky or lucky to be the #2 seed in the South region as opposed to the #2 seed in some other region. To answer that question, I ran the log5 odds for the Hoyas in each region. Here are the results:
Bracket   2nd Round  Sweet 16  Elite 8  Final 4
South       89.6     60.7       20.0     10.2
East        88.9     63.3       44.5     18.4
Midwest     91.3     55.8       31.4     12.0
West        86.0     57.2       35.1     15.5
Based on that analysis, the South region is of only average difficulty when it comes to making it to the Sweet 16, but getting to the Elite 8 is a particularly difficult challenge. The reason is the presence of the Florida Gators, the top team in the Pomeroy ratings thanks to their obliteration of the rest of the SEC and some very strong non-conference performances. Should they manage to get past Florida though, they are a slight favorite to advance. Kansas is the weakest #1 seed by the Pomeroy ratings, #4 seed Michigan rates as a tossup, and the Hoyas would be a 60% or greater favorite against any other team from the top half.

Top 100 Performance: South Region


In last year's log5 post, I wondered whether looking at performance solely against teams in the top 100 of the Pomeroy ratings would produce more accurate predictions. Given no team the Hoyas are likely to meet other than Round of 64 opponent FGCU will be ranked outside the top 100, it seemed like measuring how teams fare against tournament-quality teams would be a better predictor of tournament success. To that end, I calculated how every NCAA tournament team fared against the top 100. Please note these are raw averages, not adjusted for opponent or venue. Here is what the South region log5 looks like based on top 100 performance.
Seed  Team           2nd Round  Sweet 16  Elite 8  Final 4
1     Kansas            98.6      88.4     68.8     36.4
16    Western Kentucky   1.4       0.1      0.0+     0.0+
8     North Carolina    55.2       6.8      2.2      0.3
9     Villanova         44.8       4.6      1.3      0.2

5     VCU               63.1      33.6      9.7      2.8
12    Akron             36.9      15.0      3.1      0.6
4     Michigan          77.6      45.0     14.1      4.3
13    South Dakota St.  22.4       6.5      0.9      0.1

6     UCLA              59.7      10.5      4.5      1.2
11    Minnesota         40.3       5.3      1.8      0.4
3     Florida           91.9      81.0     66.5     44.5
14    Northwestern St.   8.1       3.2      1.0      0.2

7     San Diego St.     62.3      25.2      5.4      1.5
10    Oklahoma          37.7      11.4      1.7      0.3
2     Georgetown        91.1      61.9     18.9      7.2
15    FGCU               8.9       1.6      0.1      0.0+
Note I listed a couple teams in bold in the bracket. The Hoyas were bolded to highlight their odds. The other teams I bolded are the result of one of the problems inherent in the method, namely that not every team in college basketball plays enough top 100 teams to get a good grasp of how good they are. Like Ohio last year, Akron presents a particular challenge. By virtue of a season sweep of the Bobcats, the 79th-ranked team in the Pomeroy ratings, the Zips come out as a well above-average squad in their seven games against top 100 competition. This seems very implausible to me, so I therefore manually adjusted their rating to reflect average performance against the top 100. This still leaves them an above-average 12th seed and better than North Carolina and Villanova, but does not break the system.

The Effect of Greg Whittington (and Pitt)


As devoted Hoya fans, we are aware the Hoyas experienced of Greg Whittington, which resulted in changes in how the team played. Cognizant of that, I broke down the Hoyas' performance in three ways.
Sample      Off Eff.   Def Eff.
All Games     96.8       89.4
Post-Whitt   100.7       87.7
W/o Pitt      98.1       87.2
I used the ratings for all games to produce the above odds. Keep in mind that even the least flattering sample size of all games has the Hoyas as an very good team, coming out 11th in the field. While that would not leave them as a #2 seed, they are comparatively much more deserving than last year's #3 seed. They are the best defensive team in the field and have a profile similar to, but better than, last year's #4 seed Louisville team that made it to the Final 4.

The most natural split would be before and after Whittington's suspension. This is natural for a number of reasons. First, Whittington will not be returning this season. Second, the Hoyas played 11 games against top 100 foes without Whittington, so we do not have a small sample size problem. Third, as Hoya fans, we recognize the current version of the Hoyas is better than the version of the Hoyas we saw in November and December, so we want to think of them at their best.

While I want to adopt this approach, particularly for the third reason, I am not fully comfortable with it for a number of reasons. First, the Hoyas still played those games and 80% of the contributions to those games came from people who will be playing in March. Second, the Hoyas are not the only team whose characteristics have changed over the course of the season. Judging them off post-Whittington ratings reflects a trend-based approach I am otherwise eschewing in my analysis. (If you're curious, Dan Hanner ran those numbers.) Third, they had one particularly anomalous game that is skewing their overall numbers. Half of the effect of removing Whittington comes from removing this one game. Given that I believe college athletics is prone to extreme games resulting from events extrinsic to the on-court (or -field) action, I am in some ways more comfortable with throwing out just one game than I am six.

With that in mind, here's how all three incarnations of the Hoyas fare in the analysis.
Team           2nd Round  Sweet 16  Elite 8  Final 4
All Games         91.1      61.9     18.9      7.2
Post-Whitt        94.9      75.3     31.9     16.5
W/o Pitt          93.8      71.0     27.0     12.7
In doing this analysis, it's worth noting the Hoyas without Whtitington come out as the fourth-best team in the field. That they still only have a 16.5% chance to make the Final 4 is because Florida and Kansas are the two best teams in the field.

The Problems Inherent in the Method


I have already discussed the problem of small sample sizes resulting in teams that appear to be much better than their overall body of work indicates. Akron is perhaps the most extreme example of this, but Memphis is another. The Tigers come out slightly better than the Zips, but they did not fare particularly well in their two games against teams ranked in the top 70. I am not comfortable declaring Josh Pastner's squad to be the 16th-best team in the country.

Since this is the second year I have done this, I can also look at last year's results and see which teams overachieved and underachieved relative to how their performance against top 100 teams would lead you to predict. The big overachievers all came from one of the prototypical power conferences. Some of the teams, like Louisville, did fairly well in conference, while others, including Cincinnati, South Florida, and, yes, NC State, fared poorly. Underachievers came from everywhere, but the biggest cause seemed to be mid-majors with gaudy performances against top 100 but not elite foes. Teams in this category included Wichita State, San Diego State, and St. Mary's.

It is worth noting that on the whole Ken's official log5 projection, based on all games, outperformed my raw, unadjusted top 100 performance last year when it came to predicting how the tournament ensued. If this method does not do better this year, I most likely will not be running it next year.

Top 100 projection: East region


Having gotten my disclaimer out of the way, I wanted to quickly run through projections for the other regions.
Seed  Team           2nd Round  Sweet 16  Elite 8  Final 4
1     Indiana           97.3      69.2     51.5     28.9
16    LIU/James Madison  2.7       0.2      0.0+     0.0+
8     NC State          56.7      18.7     10.7      4.2
9     Temple            43.3      12.0      6.1      2.0

5     UNLV              52.9      28.2      9.1      3.0
12    Cal               47.1      23.9      7.1      2.2
4     Syracuse          84.1      45.0     15.3      5.4
13    Montana           15.9       2.9      0.3      0.0+

6     Butler            53.2      31.1      9.2      3.4
11    Bucknell          46.8      25.9      7.0      2.4
3     Marquette         60.4      28.4      7.5      2.5
14    Davidson          39.6      14.6      2.9      0.7

7     Illinois          40.4       8.5      4.1      1.3
10    Colorado          59.6      16.4      9.4      3.8
2     Miami-FL          93.9      73.9     59.8     40.0
15    Pacific            6.1       1.2      0.3      0.0+
NC State-Temple is one of several intriguing mid-major vs. power conference games. Syracuse, Marquette, and Illinois are all good test cases for whether a stronger adjustment for strength of schedule would help the methodology, as all three performed poorly relative to their seed in strong conferences. Illinois-Colorado is a very interesting matchup in that regard.

Top 100 projection: Midwest region


Moving on to the other half of the bracket, we see the NCAA's top overall seed is a very good team, but perhaps not quite the strongest team in the field.
Seed  Team           2nd Round  Sweet 16  Elite 8  Final 4
1     Louisville        99.0      67.1     42.5     24.5
16    N. Carolina A&T    1.0       0.0+     0.0+     0.0+
8     Colorado St.      55.3      19.4      9.4      4.0
9     Missouri          44.7      13.6      5.9      2.2

5     Oklahoma St.      51.2      19.4      6.4      2.3
12    Oregon            48.8      18.0      5.8      2.0
4     St. Louis         79.3      54.9     28.3     15.2
13    New Mexico St.    20.7       7.7      1.7      0.4

6     Memphis           65.2      36.6     13.6      5.6
11    St. Mary's        34.8      14.5      3.6      1.0
3     Michigan St.      86.7      46.8     16.9      6.7
14    Valparaiso        13.3      2.1      0.2      0.0+

7     Creighton         72.7      28.5     16.8      7.8
10    Cincinnati        27.3       5.8      2.1      0.5
2     Duke              93.9      64.8     46.6     28.0
15    Albany             6.4       0.9      0.1      0.0+
Creighton-Cincinnati is perhaps the most interesting game of the round of 64. In addition to the mid-major vs. power conference battle, it also is a contrast of styles, as the Blue Jays are an outstanding offensive team with a weak defense while the Bearcats have a mediocre offense and a strong defense. I have already noted Memphis; my subjective opinion is that this system overrates their chances of a Sweet 16 trip relative to Michigan State's. Yes, St. Louis does seem to be that good, though the official log5 prediction likes Oklahoma State much more than this does. Duke's projection is based on their performance with Ryan Kelly. With Kelly, they come out as the fifth-best team in the field, narrowly behind the Hoyas. In all games, they are the ninth-best team in the field and have a 16.8% chance to make the Final 4.

Top 100 projection: West region

Seed  Team           2nd Round  Sweet 16  Elite 8  Final 4
1     Gonzaga           99.3      70.7     54.7     39.8
16    Southern           0.7       0.0+     0.0+     0.0+
8     Pitt              54.0      16.6      9.9      5.4
9     Wichita St.       46.0      12.7      7.1      3.6

5     Wisconsin         44.9      23.8      6.6      2.9
12    Ole Miss          55.1      32.0     10.2      5.0
4     Kansas St.        58.6      27.9      7.9      3.5
13    Boise/La Salle    41.4      16.2      3.6      1.3

6     Arizona           63.9      34.7     22.0      9.6
11    Belmont           36.1      14.7      7.3      2.3
3     New Mexico        75.1      42.9     28.1     12.8
14    Harvard           24.9      7.7      3.1      0.7

7     Notre Dame        47.1      20.0      6.5      1.7
10    Iowa St.          52.9      23.8      8.4      2.3
2     Ohio St.          81.4      51.1     23.6      8.9
15    Iona              18.6       5.2      0.9      1.1

I manually adjusted Iona's odds to put them more in line with the other 15 seeds in the field. They played only four games against top 100 competition and went 2-2, beating Denver and Georgia and losing to La Salle and St. Joseph's. Ohio State by this method is by far the weakest #2 seed, coming out just behind Ole Miss, Missouri, and NC State. They still stand a decent chance of getting to the Elite 8, as Arizona and New Mexico are both likely to be overrated by this methodology while the Buckeyes are underrated.

Finally, a gentle reminder: efficiency ratings are not destiny.

Saturday, March 17, 2012

St Louis bracket: log5 prediction after Round of 32

Now that the Hoyas have advanced to the Round of 32, it's time to update the original log5 predictions for the region.

Ken Pomeroy has updated the official log5 odds for the Round of 32 on his website. As I did for my original log5 prediction, I'm going off results against the KenPom Top 100 (not including the Round of 64 results).

Here are the percentage odds for advancing to the next round for each team:
Seed  Team           2nd Rd  Sweet 16  Elite 8  Final 4   Orig
1     North Carolina   100      61.6     50.6     30.8    25.7
16    Lamar/Vermont    out       out      out      out     0.2
8     Creighton        100      38.4     28.5     14.2     8.4
9     Alabama          out       out      out      out     3.0

5     Temple           out       out      out      out     5.6
12    South Florida    100      53.9     11.9      3.3     1.0
4     Michigan         out       out      out      out     5.8
13    Ohio             100      46.1      9.0      2.3     0.6

6     San Diego St.    out       out      out      out     4.6
11    NC State         100      22.6      5.6      1.6     0.8
3     Georgetown       100      77.4     31.4     13.7     7.3
14    Belmont          out       out      out      out     1.6

7     Saint Mary's     out       out      out      out     7.1
10    Purdue           100      25.7     11.4      4.0     1.9
2     Kansas           100      74.3     51.5     30.2    25.3
15    Detroit          out       out      out      out     0.1

Note I've listed a couple teams in bold in the brackets. The Hoyas were bolded to highlight their odds. As I noted in the prior post, Ohio has played few games against the KenPom Top 100 (only seven including the game against Michigan). Because of their small sample size, I'm using a nominal rating more along the lines of what a good #13 seed might have. I've also added team's original odds of reaching the Final Four. Note, however, these aren't the same as the odds listed in prior post. Those were based on a superior (by this methodology) Cal team winning the play-in game; since USF won, I replaced them with Cal in the odds calculator, which improved everybody else's odds.

By virtue of San Diego State's loss, the Hoyas see the biggest rise in the region in their chances of making the Final Four. NC State was in some respects the ACC's UConn or Texas, a squad cursed with potential that often failed to play up to their talent level. Using the full Pomeroy ratings (pre-tourney), the Hoyas are still 72% favorites, but aren't favored by as much as UNC or Kansas. That feels more accurate to me, but we shall see.

Notes: log5 predictions are made using Pomeroy ratings based on games through Sunday, March 11.
No adjustment has been made for any home court advantage - all games are assumed neutral court.


Finally, a gentle reminder: efficiency ratings and the predictions derived therefrom are not destiny.

Monday, March 12, 2012

St Louis bracket: log5 prediction

As I did for the Big East tournament in 2011, the NCAA tournament in 2010, and various times in the past, I will be running log5 analysis based on the Pomeroy ratings for at least as long as the Hoyas are in the field.

Ken Pomeroy has run the official log5 odds on his website. Rather than duplicate his, I'm trying something a little bit different.

One major problem with the Pomeroy ratings, especially early in the season, is that it includes all games. Some teams, particularly Wisconsin, are quite proficient at grinding inferior teams into the ground and much less so at doing the same against more closely-aligned competition. As a crude fix for that, I am this year instead preparing predictions based on teams' efficiency margins against opponents ranked in the top 100 of the Pomeroy ratings. Is this a perfect fix? No, absolutely not, but it does "fix" Wisconsin and some other teams.

Here are the percentage odds for advancing to the next round for each team:
Seed  Team           2nd Round  Sweet 16  Elite 8  Final 4
1     North Carolina    87.5      57.2     40.6     25.2
16    Lamar/Vermont     12.5       2.7      0.7      0.1
8     Creighton         60.3      26.4     16.0      8.2
9     Alabama           39.7      13.8      7.0      2.9

5     Temple            53.3      30.7     11.9      5.3
12    Cal/South Florida 46.7      25.4      9.1      3.8
4     Michigan          68.5      34.0     12.6      5.4
13    Ohio              31.5       9.9      2.2      0.6

6     San Diego St.     63.7      31.8     11.8      4.6
11    NC State          36.3      11.1      2.9      0.8
3     Georgetown        63.4      40.1     16.7      7.3
14    Belmont           36.6      17.0      5.0      1.6

7     Saint Mary's      62.4      26.0     15.2      7.1
10    Purdue            37.6      11.7      5.4      1.9
2     Kansas            88.6      59.9     42.5     25.3
15    Detroit           11.4       2.5      0.6      0.1

Note I've listed a couple teams in bold in the brackets. The Hoyas were bolded to highlight their odds. I also have not yet re-written my spreadsheet to account for the two play-in games, between Lamar and Vermont in the 16 seed game and Cal and USF in the 12 seed game. For simplicity's sake, I've assumed the superior team (Lamar and Cal, respectively) will win that game. The listed odds thus somewhat overstate the chance the winner of each play-in game continues on and somewhat understate the odds of all teams not involved in a play-in game.

The Problems Inherent in the Method

More importantly, judging teams based on results against only KenPom top-100 teams results in judging off smaller sample sizes. Most of the time this isn't an issue. For instance, Georgetown played 17 games against the KenPom top 100. Even a non-BCS team like Temple played 15 teams. Unfortunately, there are a couple exceptions. In the Hoyas' region, both Belmont and Ohio only played six games against the KenPom top 100. I prepared the above calculation using Belmont's actual results in those six games. The Bobcats, however, presented a trickier challenge.

Ohio played six games against the KenPom top 100: one game against #20 Louisville, one game against #74 Marshall, three games against #79 Akron, and one game against #95 Northern Iowa. They went 4-2, losing by five points at Louisville and losing once against Akron. Because they blew out Northern Illinois and Akron once, their average efficiency in those games was 109.2 on offense and 100.6 on defense. Based on those numbers, they're the third-best team in the region and roughly the eleventh-best in the field. Considering Ohio is the 72nd-ranked team in the overall Pomeroy ratings, I strongly doubt that accurately reflects how good the Bobcats are.

I therefore manually adjusted the Bobcats' ratings to something more along the lines of what I think they deserve based on where teams in their general vicinity in the Pomeroy ratings came out. I fully admit this adjustment is highly subjective and deeply unscientific, but I prefer it to breaking the system. Looking outside the Hoyas' region, Murray State poses the same problem, unless you believe they really are as good as Kentucky.

Thoughts Outside the St. Louis Region

Looking at the bracket as a whole, Kentucky is clearly the best team, though the margin is less overwhelming than it was before they lost the SEC championship game. There's then a second tier of roughly ten teams, including Kansas, Memphis, Michigan State, Missouri, New Mexico, North Carolina, Ohio State, Syracuse, and Wichita State. I've listed them in alphabetical order, but by the numbers, Wichita State is at the top of the tier, closer to Kentucky than they are to Kansas at the bottom of that tier. The Hoyas thus appear somewhat fortunate in that they avoided Kentucky and only have two of the second tier teams in their region.

You may have noticed that neither the Hoyas nor any other of the #3 seeds are on that list. All the #1 seeds are included, as are all the #2 seeds save Duke, but this year's #3 seeds are mostly unimpressive. Baylor is the best, Marquette second, and the Hoyas come up just barely ahead of Florida State. Kansas is closer to Kentucky, though, than they are to Baylor, let alone the Hoyas, and thus the St. Louis bracket looks the way it does.

For the curious, the teams with the best chances at coming out of the other regions are Kentucky (39%) followed by Wichita State (20%); toss-up between Syracuse (27.2%) and Ohio State (27.4%); and Missouri (26%) over Michigan State (17.2%) and New Mexico (16.9%).

Notes: log5 predictions are made using Pomeroy ratings based on games through Sunday, March 11.
No adjustment has been made for any home court advantage - all games are assumed neutral court.


Finally, a gentle reminder: efficiency ratings and the predictions derived therefrom are not destiny.

Friday, March 11, 2011

BET log5 predictions, after quarterfinals

Here's the updated log5 analysis of the BET tourney, after the quarterfinal round is in the books.

We finally see our first major movement in the odds, as UConn knocked out clear favorite Pitt. The Huskies are unsurprisingly the biggest beneficiaries of their own good play, as their chances of winning the Big East Tournament are now roughly 7.5 times what they were as of Tuesday morning. Note, though, that the log5 calculations don't take into account the fatigue factor of playing four games in as many days, so Syracuse is probably even more of a favorite than the current odds show them to be.

The second semifinal should be a very competitive game between two double-bye teams that cruised by large margins in their opening game. The only regular season meeting between the Cardinals and Irish went to overtime, and I (and ESPN) am hoping for another good game in the rematch.

Seed  Team     2nd Rnd   Quarters   Semis   Finals    Champ      Orig
9     UConn      100       100       100     39.2     15.5        2.1
16    DePaul     out       out       out      out      out        0.00002
8     G'town      -        out       out      out      out        2.4
1     Pitt        -         -        out      out      out       31.7

12    SHU        out       out       out      out      out        0.3
13    Rutgers    100       out       out      out      out       0.03
5     St.J's      -        100       out      out      out        2.7
4     Cuse        -         -        100     60.8     30.7       19.8

10    Nova       out       out       out      out      out        2.3
15    USF        100       out       out      out      out        0.001
7     Cinci       -        100       out      out      out        6.0
2     N.Dame      -         -        100     53.3     29.5       12.6

11    Marq       100       100       out      out      out        1.4
14    Provy      out       out       out      out      out        0.01
6     WVU         -        out       out      out      out        5.2
3     L'ville     -         -        100     46.7     24.4       13.5
Editor's note: These are the percentage probabilities a team will make it to that round, based on KenPom ratings.
"100" means that team did advance to the round, a "-" means the team had a bye to that round.

Thursday, March 10, 2011

BET log5 predictions, after Round 2

Here's the updated log5 analysis of the BET tourney, after the 2nd round is in the books.

Cincinnati is the biggest beneficiary of the action thus far, with their odds up 4.1%. Still, the top four seeds are the four likeliest to win, and their odds are mostly unchanged. Note that this calculation, unlike the one done by Basketball Prospectus does not give St. John's any home court advantage; perhaps it should.

Seed  Team     2nd Rnd   Quarters   Semis   Finals    Champ      Orig
9     UConn      100       100      26.5     10.6      4.5        2.1
16    DePaul     out       out       out      out      out        0.00002
8     G'town      -        out       out      out      out        2.4
1     Pitt        -         -       73.5     47.3     31.7       31.7

12    SHU        out       out       out      out      out        0.3
13    Rutgers    100       out       out      out      out       0.03
5     St.J's      -        100      32.4     10.0      4.1        2.7
4     Cuse        -         -       67.6     32.1     18.9       19.8

10    Nova       out       out       out      out      out        2.3
15    USF        100       out       out      out      out        0.001
7     Cinci       -        100      47.6     24.8     10.1        6.0
2     N.Dame      -         -       52.4     28.6     12.3       12.6

11    Marq       100       100      36.4     13.8      4.3        1.4
14    Provy      out       out       out      out      out        0.01
6     WVU         -        out       out      out      out        5.2
3     L'ville     -         -       63.6     32.8     14.3       13.5
Editor's note: These are the percentage probabilities a team will make it to that round, based on KenPom ratings through Tuesday's games (ratings through Wednesday were unavailable at of 9:30 AM CT).
"100" means that team did advance to the round, a "-" means the team had a bye to that round.

Sunday, March 14, 2010

St Louis bracket: log5 prediction

As I did for the Big East tournament and as I did for the NIT last year and the NCAA tourney in 2008, I will be running log5 analysis based on the Pomeroy ratings for at least as long as the Hoyas are in the field.

Here are the percentage odds for advancing to the next round for each team:
Seed  Team           2nd Round  Sweet 16  Elite 8  Final 4
1     Kansas            98.3      83.4     64.1     47.3
16    Lehigh             1.7       0.2      0.01     0.0005
8     UNLV              46.6       7.2      2.7      0.9
9     Northern Iowa     53.4       9.2      3.7      1.2

5     Michigan State    85.8      36.9      9.2       3.7
12    New Mexico St.    14.2       1.8      0.1      0.04
4     Maryland          86.3      57.5     19.8     10.4
13    Houston           13.7       3.7      0.3      0.05

6     Tennessee         52.5      20.0      6.8      2.6
11    San Diego St.     47.5      17.1      5.5      1.2
3     Georgetown        88.5      60.4     30.5     11.4
14    Ohio              11.5       2.5      0.3      0.03

7     Oklahoma St.      40.4      10.6      3.8      0.8
10    Georgia Tech      59.6      20.0      9.0      2.4
2     Ohio State        95.4      68.9     44.0     19.0
15    UCSB               4.6       0.5      0.2      0.009

By the Pomeroy ratings, the Hoyas are the 4th best team in the region at 11th overall, behind 2nd-ranked Kansas, 4th Ohio State, and 10th Maryland, and would likely have to beat two of those three to reach Indianapolis. The upside is they do seem to have lucked out in drawing Tennessee as a #6 seed, for whom the Pomeroy ratings are much lower than the poll voters or RPI. Of course, their mid-season turmoil may be having an effect on KenPom's stats.


Another way of judging how strong a bracket the Hoyas placed them is swapping them with the #3 seed in the other regions. Here's how they would fare by log5 in each region:
#1 Seed        2nd Round  Sweet 16  Elite 8   Final 4
Syracuse          93.2      56.8     27.9      15.3

Kentucky          89.4      56.9     29.8      14.2

Duke              89.0      60.2     37.5      14.2
So, the bump gained by playing Tennessee is smaller than it seems at first, and the downside of the bracket is being in a region with one of the two strongest teams in the field (Kansas/Duke) without the benefit of a particularly weak #2 seed in KenPom-terms like Duke got in swooning Villanova.

The cumulative effect is the Hoyas' chances of making the Final 4 are only 80% of what they'd be in the next strongest region.


I also ran the log5 odds for each of the other Big East teams that made the tourney, sorted by region:
Seed  Team           2nd Round  Sweet 16  Elite 8  Final 4
1     Syracuse          93.8      65.4     47.3     28.2
3     Pitt              88.4      41.0     14.4      5.9

6     Marquette         50.9      33.4     13.1      8.5
2     West Virginia     94.4      57.6     39.9     20.0

9     Louisville        36.4       5.3      2.1      1.1
6     Notre Dame        47.1      17.5      7.6      2.2
2     Villanova         94.6      62.1     32.4     10.5
The odds of #2 seed West Virginia making the Final Four, by getting by teams like New Mexico, Wisconsin and/or Kentucky, are comparable to #2 seed Ohio St.'s chances of making it out of the Midwest.  But Villanova's odds are only about half as likely.  Similarly, Georgetown rates a better chance than fellow #3 seed Pitt, and #6 seed Marquette rates better than #6 seed Notre Dame.

Notes: log5 predictions are made using Pomeroy ratings based on games through Sunday, March 14.
No adjustment has been made for any home court advantage - all games are assumed neutral court.



And a gentle reminder, efficiency ratings and the predictions derived are not destiny.

Friday, March 12, 2010

BET log5 predictions, after quarterfinals

Here's the updated log5 analysis of the BET tourney, using the updated KenPom.com ratings, now that the quarterfinals are in the books.

With three of the four double bye teams losing, lots of change in the odds since yesterday. The biggest jump since the initial log5 prediction (the "Orig" column) unsurprisingly belongs to the Hoyas, who pulled off the biggest upset by knocking off the conference's best team and also saw the second best team on their half of the bracket eliminated.  West Virginia becomes the prohibitive favorite to win the 'chip.

Seed  Team     2nd Rnd   Quarters   Semis   Finals    Champ      Orig
9     USF        100       out       out      out      out        0.1
16    DePaul     out       out       out      out      out        0.0003
8     G'town      -        100       100     55.5     27.8        6.8
1     Cuse        -         -        out      out      out       28.9

12    UConn      out       out       out      out      out        0.8
13    St.J's     100       out       out      out      out        0.06
5     Marq        -        100       100     44.5     19.9        5.2
4     Nova        -         -        out      out      out       12.8

10    SHU        100       out       out      out      out        0.6
15    Provy      out       out       out      out      out        0.06
7     N.Dame      -        100       100     28.4     10.3        2.2
2     Pitt        -         -        out      out      out        9.8

11    Cinci      100       100       out      out      out        0.2
14    Rutgers    out       out       out      out      out        0.0009
6     L'ville     -        out       out      out      out        3.5
3     WVU         -         -        100     71.6     42.0       29.1
Editor's note: These are the percentage probabilities a team will make it to that round, based on KenPom ratings.
"100" means that team did advance to the round, a "-" means the team had a bye to that round.

Thursday, March 11, 2010

BET log5 predictions, after Round 2

Here's the updated log5 analysis of the BET tourney, using the updated KenPom.com ratings, after the 2nd round is in the books.

West Virginia is the big beneficiary of the action thus far, namely Cincinnati's upset of Louisville. Since the initial log5 prediction (the "Orig" column), their odds of a title have gone up nearly 3%, even more than the Hoyas', despite not playing.

Seed  Team     2nd Rnd   Quarters   Semis   Finals    Champ      Orig
9     USF        100       out       out      out      out        0.1
16    DePaul     out       out       out      out      out        0.0003
8     G'town      -        100      36.8     19.2      9.5        6.8
1     Cuse        -         -       63.2     41.2     25.6       28.9

12    UConn      out       out       out      out      out        0.8
13    St.J's     100       out       out      out      out        0.06
5     Marq        -        100      45.2     16.8      7.6        5.2
4     Nova        -         -       54.8     22.9     11.4       12.8

10    SHU        100       out       out      out      out        0.6
15    Provy      out       out       out      out      out        0.06
7     N.Dame      -        100      41.1     13.3      4.0        2.2
2     Pitt        -         -       58.9     23.5      9.0        9.8

11    Cinci      100       100      15.6      4.7      0.9        0.2
14    Rutgers    out       out       out      out      out        0.0009
6     L'ville     -        out       out      out      out        3.5
3     WVU         -         -       84.4     58.6     32.0       29.1
Editor's note: These are the percentage probabilities a team will make it to that round, based on KenPom ratings.
"100" means that team did advance to the round, a "-" means the team had a bye to that round.

Monday, March 16, 2009

NIT-log5 and Adjusted Efficiency Predictions

Following up on yesterday's teaser post, it's time to post preview odds for the 2009 NIT.

Contrary to my hopes, I haven't been able to expand my bracket to account for championship chances, so you're just getting finals chances for every team. If the Hoyas win Wednesday and after the first round is over, I'll post complete odds for the rest of the NIT.

Because the NIT is played at campus sites, team's chances of making it to NYC for the semifinals are greatly affected by seeding. First, here's what team's chances would look like if this were the NCAA tournament and home court advantage was not taken into account, via the log5 method:

Seed  Team           2nd Round Quarters New York  Finals
1 Auburn 79.93% 43.19% 19.60% 8.89%
8 UT-Martin 20.07% 4.58% 0.82% 0.14%
4 Tulsa 53.29% 28.60% 12.30% 5.28%
5 Northwestern 46.71% 23.63% 9.43% 3.75%
3 Baylor 37.57% 22.07% 12.20% 5.76%
6 Georgetown 62.43% 43.78% 29.38% 17.48%
2 Virginia Tech 63.87% 24.63% 12.68% 5.50%
7 Duquesne 36.13% 9.52% 3.59% 1.10%

1 San Diego St 81.33% 47.34% 27.67% 15.94%
8 Weber St 18.67% 4.57% 1.14% 0.28%
4 Kansas St 59.62% 30.84% 16.71% 8.92%
5 Illinois St 40.38% 17.25% 7.71% 3.39%
3 South Carolina 52.41% 21.14% 8.65% 3.76%
6 Davidson 47.59% 18.12% 7.01% 2.88%
2 St Mary's 36.30% 18.92% 7.92% 3.51%
7 Washington St 63.70% 41.81% 23.19% 13.42%

Seed Team 2nd Round Quarters New York Finals
1 Creighton 78.07% 35.31% 14.01% 6.46%
8 Bowling Green 21.93% 4.16% 0.65% 0.13%
4 Kentucky 58.72% 37.48% 17.95% 9.75%
5 UNLV 41.28% 23.05% 9.06% 4.15%
3 New Mexico 63.69% 32.50% 19.72% 11.58%
6 Nebraska 36.31% 13.54% 6.38% 2.88%
2 Notre Dame 52.37% 28.83% 17.52% 10.30%
7 UAB 47.63% 25.13% 14.71% 8.31%

1 Florida 81.12% 43.34% 27.70% 14.55%
8 Jacksonville 18.88% 4.10% 1.20% 0.25%
4 Miami 66.70% 38.62% 25.45% 13.92%
5 Providence 33.30% 13.94% 6.86% 2.60%
3 Niagara 52.42% 29.91% 12.59% 5.29%
6 Rhode Island 47.58% 26.02% 10.36% 4.12%
2 Penn State 58.05% 27.52% 10.62% 4.09%
7 George Mason 41.95% 16.55% 5.21% 1.63%


Alas and alack, playing at on-campus sites significantly decreases the odds for teams that will likely end up playing a lot on the road.

Here's what it looks like with home field advantage taken into account, including Miami playing at Providence and assuming the higher (better) seed hosts in all second and third round games:

Seed  Team           2nd Round Quarters New York  Finals
1 Auburn 88.76% 61.58% 38.76% 17.28%
8 UT-Martin 11.24% 1.46% 0.16% 0.03%
4 Tulsa 68.66% 25.89% 10.07% 4.21%
5 Northwestern 31.34% 11.08% 4.00% 1.55%
3 Baylor 52.95% 25.35% 12.50% 5.77%
6 Georgetown 47.05% 27.83% 13.97% 8.23%
2 Virginia Tech 76.85% 42.87% 19.63% 8.29%
7 Duquesne 23.15% 3.95% 0.91% 0.27%

1 San Diego St 89.70% 64.40% 48.36% 28.63%
8 Weber St 10.30% 1.15% 0.18% 0.04%
4 Kansas St 74.11% 27.00% 14.09% 7.73%
5 Illinois St 25.89% 7.45% 3.20% 1.44%
3 South Carolina 68.19% 28.72% 10.08% 4.48%
6 Davidson 31.81% 12.68% 2.88% 1.21%
2 Saint Mary's 52.28% 35.16% 12.60% 5.72%
7 Washington St 47.72% 23.44% 8.61% 5.11%

Seed Team 2nd Round Quarters New York Finals
1 Creighton 87.58% 52.47% 28.24% 12.67%
8 Bowling Green 12.42% 1.23% 0.10% 0.02%
4 Kentucky 73.56% 35.55% 13.21% 7.03%
5 UNLV 26.44% 10.75% 3.23% 1.44%
3 New Mexico 77.71% 35.44% 21.01% 12.18%
6 Nebraska 22.29% 7.35% 2.28% 1.00%
2 Notre Dame 67.69% 45.92% 27.17% 15.71%
7 UAB 32.31% 11.29% 4.76% 2.64%

1 Florida 89.22% 62.56% 47.87% 25.07%
8 Jacksonville 10.78% 1.39% 0.24% 0.05%
4 Miami 51.97% 22.24% 12.48% 6.82%
5 Providence 48.03% 13.81% 5.51% 2.06%
3 Niagara 67.38% 32.57% 12.53% 5.22%
6 Rhode Island 32.62% 15.16% 3.98% 1.57%
2 Penn State 72.78% 45.52% 16.10% 6.13%
7 George Mason 27.22% 6.75% 1.30% 0.40%

Methodological note: This latter calculation is made using the Pythagorean expectation formula, with an exponent of 11.739. That seemed to produce results very similar to log5, so it's more of an apples-to-apples comparison.


The great advantages of a home team are pretty clear here, as all of the higher seeds look much better. Creighton's chances of making it to New York essentially double, and they're not alone.

In fact, game location probably matters more in the NIT than it does in the NCAA, simply because the teams, except for the automatic qualifying dreck at the bottom of the bracket, are fairly evenly matched in quality.


Finally - not that you need a reminder - efficiency ratings are not destiny.

Friday, March 13, 2009

BET log5 predictions, after quarterfinals

From Tom, via HoyaTalk.

Here's the updated log5 analysis of the BET tourney, using the updated KenPom.com ratings, after the 3rd round.

Lots of movement yesterday, as Louisville and West Virginia were the big winners in terms of best odds of winning the championship.

However, Tom's predictions for yesterday didn't include that Cuse/UConn would play a 6-OT game, so I'm not sure if we can trust anything else he says.


Seed  Team     2nd Rnd   Quarters   Semis   Finals    Champ
9 Cinci out out out out out
16 DePaul 100.0% out out out out
8 Provy - 100.0% out out out
1 L'ville - - 100.0% 63.77% 35.35%

12 G'town out out out out out
13 St.J's 100.0% out out out out
5 Marq - 100.0% out out out
4 Nova - - 100.0% 36.23% 15.06%

10 N.Dame 100.0% out out out out
15 Rutgers out out out out out
7 WVU - 100.0% 100.0% 60.28% 32.34%
2 Pitt - - out out out

11 SHU 100.0% out out out out
14 USF out out out out out
6 Cuse - 100.0% 100.0% 39.72% 17.26%
3 UConn - - out out out
Editor's note: These percentages are the probability a team will make it to that round, based on KenPom ratings.

Thursday, March 12, 2009

BET log5 predictions, after Round 2

From Tom, via HoyaTalk:

Here's the updated log5 analysis of the BET tourney, using the updated KenPom.com ratings, after the 2nd round.

The seeds holding on Day 2 worsened the odds for all the double-bye teams, but not by that much. Biggest beneficiary so far is Marquette, whose odds have increased about 4%.

Seed  Team     2nd Rnd   Quarters   Semis   Finals    Champ
9 Cinci out out out out out
16 DePaul 100.0% out out out out
8 Provy - 100.0% 13.47% 2.86% 0.36%
1 L'ville - - 86.53% 54.86% 25.79%

12 G'town out out out out out
13 St.J's 100.0% out out out out
5 Marq - 100.0% 48.04% 19.88% 6.60%
4 Nova - - 51.96% 22.40% 7.82%

10 N.Dame 100.0% out out out out
15 Rutgers out out out out out
7 WVU - 100.0% 40.32% 18.62% 10.04%
2 Pitt - - 59.68% 33.21% 20.97%

11 SHU 100.0% out out out out
14 USF out out out out out
6 Cuse - 100.0% 31.66% 11.22% 6.13%
3 UConn - - 68.34% 36.95% 23.38%
Editor's note: These percentages are the probability a team will make it to that round, based on KenPom ratings.

Wednesday, March 11, 2009

BET log5 Prediction, after Round 1

From Tom, via HoyaTalk:

Here's the updated log5 analysis of the BET tourney, using the updated KenPom.com ratings, after the 1st round:

Seed  Team     2nd Rnd   Quarters   Semis   Finals    Champ
9 Cinci out out out out out
16 DePaul 100.0% 15.20% 0.42% 0.02% 0.00%
8 Provy - 84.80% 11.61% 2.76% 0.35%
1 L'ville - - 87.97% 57.69% 27.02%

12 G'town out out out out out
13 St.J's 100.0% 16.12% 2.07% 0.24% 0.02%
5 Marq - 83.88% 36.42% 13.29% 3.85%
4 Nova - - 61.51% 26.00% 8.98%

10 N.Dame 100.0% 27.57% 5.49% 1.35% 0.42%
15 Rutgers out out out out out
7 WVU - 72.43% 28.63% 12.85% 6.82%
2 Pitt - - 65.88% 36.25% 22.85%

11 SHU 100.0% 22.04% 2.45% 0.34% 0.07%
14 USF out out out out out
6 Cuse - 77.96% 23.89% 8.54% 4.78%
3 UConn - - 73.66% 40.67% 25.85%
Editor's note: These percentages are the probability a team will make it to that round, based on KenPom ratings.

Monday, March 9, 2009

BET log5 Prediction

Here's the log5 analysis of the BET tourney, using the updated KenPom.com ratings:

Seed  Team     2nd Rnd   Quarters   Semis   Finals    Champ
9 Cinci 85.45% 40.54% 5.11% 1.11% 0.13%
16 DePaul 14.55% 1.94% 0.05% 0.00% 0.00%
8 Provy - 57.52% 7.93% 1.86% 0.24%
1 L'ville - - 86.91% 56.92% 26.71%

12 G'town 84.68% 41.91% 17.93% 6.53% 1.86%
13 St.J's 15.32% 2.31% 0.28% 0.03% 0.00%
5 Marq - 55.79% 24.15% 8.90% 2.58%
4 Nova - - 57.64% 24.64% 8.54%

10 N.Dame 85.68% 23.23% 4.57% 1.11% 0.34%
15 Rutgers 14.32% 0.84% 0.03% 0.00% 0.00%
7 WVU - 75.93% 30.15% 13.59% 7.27%
2 Pitt - - 65.24% 35.93% 22.72%

11 SHU 71.18% 14.53% 1.49% 0.19% 0.03%
14 USF 28.82% 2.71% 0.12% 0.01% 0.00%
6 Cuse - 82.76% 25.47% 9.08% 5.05%
3 UConn - - 72.92% 40.10% 25.53%
Editor's note: These percentages are the probability a team will make it to that round, based on KenPom ratings.

Make of these what you will. As I said last year, efficiency ratings are not destiny.

If you want a sign of optimism, out of all the teams playing on Tuesday, the Hoyas have by far the best chance of making a deep run.

Sunday, March 16, 2008

Bracket Prediction

Here's the log5 analysis of the Midwest Bracket, using the updated KenPom ratings:

         Opening Round Sweet 16  Elite 8  Final 4
Kansas 98.55% 93.61% 82.05% 61.52%
Portland State 1.45% 0.32% 0.04% 0.00%
UNLV 56.62% 3.76% 1.26% 0.21%
Kent State 43.38% 2.32% 0.66% 0.11%

Clemson 77.09% 60.96% 12.60% 4.93%
Villanova 22.91% 12.40% 1.09% 0.47%
Vanderbilt 77.03% 23.78% 2.21% 0.40%
Siena 22.97% 2.86% 0.10% 0.01%

USC 43.59% 11.23% 4.64% 0.99%
Kansas State 56.41% 17.24% 8.17% 1.88%
Wisconsin 96.04% 71.11% 48.94% 19.62%
CSU-Fullerton 3.96% 0.42% 0.04% 0.00%

Gonzaga 55.84% 17.38% 4.41% 0.72%
Davidson 44.16% 11.77% 2.52% 0.35%
Georgetown 96.35% 70.51% 31.26% 9.25%
UMBC 3.65% 0.34% 0.07% 0.00%

Make of these what you will. Naturally, efficiency ratings are not destiny. If they were, Georgetown wouldn't have been to the Final Four last year. Kansas, though, is #1 overall by a much bigger margin than UNC was last year.
-----------
UPDATE (3/19/08 0117 CT): A brief lesson on the importance of extra numbers. The link above goes to KenPom's stats page, which has team ratings to three decimal points. The ratings page has an extra significant digit. The most prominent impact on the bracket is on Kansas, which is .9915, rounded up to .992. Using the extra significant digit decreases their Final 4 chances from 63.26% to 61.52%. The Hoyas, at .9704, increase from 8.89% to 9.25%. Wisconsin picks up most of the rest of the differential with the Jayhawks, increasing from 18.53% to 19.62%. Their chance of winning v UMBC also increases from 96.30% to 96.35%. Alas, the chance of making the Elite 8 actually falls, from 31.36% to 31.26%, because Wisconsin's rating also increases, from .982 to .9825.

Monday, March 19, 2007

Roundup: Our man in NJ, and other stuff

Spanning the internets to bring you the latest, or at least a subset thereof.

First, Ray Floriani checks in with another missive:

"The Sweet 16 comes to New Jersey. Georgetown faces Vanderbilt in game one at Continental Airlines Arena on Friday and now is a good time to discuss a few general facts about the SEC opposition.

This will be Vandy’s fourth trip to the Sweet 16.The most recent appearance was 2004. The school, located in Nashville, Tennessee actually was named after one of its prime benefactors, Cornelius Vanderbilt who donated one million dollars to fund the ‘academic gem of the Southeast.’ Vanderbilt opened its doors in 1873. Vanderbilt was also the first Southeast Conference school to play basketball and the first to field an African-American basketball player, Perry Wallace in 1967.

Vanderbilt plays in 14,000+ Memorial Gym which opened its doors in 1952 and has undergone several upgrades. The Commodore nickname has nothing to do with Lionel Richie. It came as a result of the school’s founder, Cornelius Vanderbilt’s love of steamboats.

Famous people in the program with over 1300 wins and an NIT (1990) Championship on the resume:
  • Roy Skinner – coached in the ‘60s and ‘70s and rang up 278 wins.
  • C.M. Newton – Best known for his days on the Alabama sideline, Newton put together a 129-115 record during his eight years (1982-89) in Nashville.
  • Phil Cox – Scored over 1700 points during the ‘80s.
  • Clyde Lee – A Vandy great in the 60’s, the 6’11’ Lee was a two time SEC Player of the Year who went on to a ten year NBA career.
  • Will Purdue – Played in the late Eighties and developed into an outstanding big man. Purdue got a few NBA rings playing in Chicago with a gentleman by the name of Michael Jordan.
  • Matt Freije – The school’s all time leading scorer with 1891 points, the 6’10 Freije played sparingly with Atlanta.
  • Eddie Fogler – Guided the Commodores to the ’90 NIT title.
  • Jan Van Breda Kolff – As a St.Bonaventure alum, even typing his name sickens me. But fair is fair. Van Breda Kolff was ’74 SEC Player of the Year and had a respectable pro career. He later coached at Vandy with a 104-81 mark for 6 seasons and a ’94 NIT runnerup.
* Current coach Kevin Stallings is in his eighth year with a 144-107 mark."


In other news:

Thursday, March 8, 2007

News: Georgetown advances in BET

Georgetown used a 26-2 start to the game to beat Villanova 62-57 in the quarter-finals of the Big East tournament. Up next is Notre Dame, which beat Syracuse 89-83.

Would have been interesting to find a 1st half vs. 2nd half box score, but looking at the final box (also, no HD Box score available, since play-by-play for the game isn't available):

VISITORS: Villanova
..... TOT-FG 3-PT REBOUNDS
## Player FG FGA FG FGA FT FTA OF DE TOT PF TP A TO BLK S MIN
-------------------------------------------------------------------------------
01 REYNOLDS, Scottie... * 4 14 1 7 2 4 0 4 4 1 11 4 1 0 1 40
15 REDDING, Reggie..... * 4 6 2 4 1 1 1 4 5 2 11 0 2 0 0 31
33 CUNNINGHAM, Dante... * 3 11 0 0 1 1 0 2 2 5 7 0 0 1 2 22
34 SUMPTER, Curtis..... * 6 16 2 8 4 8 1 5 6 3 18 1 3 2 0 39
50 SHERIDAN, Will...... * 2 2 0 0 6 6 3 6 9 3 10 1 1 2 2 37
12 NARDI, Mike......... 0 1 0 0 0 0 0 0 0 1 0 2 0 0 0 8
20 CLARK, Shane........ 0 1 0 0 0 0 1 1 2 0 0 0 0 0 0 23
TM TEAM................ 2 2 4 1 1
Totals................. 19 51 5 19 14 20 8 24 32 16 57 8 8 5 5 200


HOME TEAM: Georgetown
..... TOT-FG 3-PT REBOUNDS
## Player FG FGA FG FGA FT FTA OF DE TOT PF TP A TO BLK S MIN
-------------------------------------------------------------------------------
02 WALLACE, Jonathan... * 3 6 3 5 1 2 0 4 4 1 10 5 2 0 0 35
03 SUMMERS, DaJuan..... * 3 8 3 7 1 3 1 3 4 2 10 0 0 1 1 29
21 SAPP, Jessie........ * 3 10 0 5 2 4 2 2 4 1 8 6 1 0 1 34
32 GREEN, Jeff......... * 5 14 0 4 2 2 3 6 9 4 12 1 3 1 0 31
55 HIBBERT, Roy........ * 6 9 0 0 2 2 1 1 2 3 14 2 0 2 1 28
01 MACKLIN, Vernon..... 1 2 0 0 0 0 0 1 1 2 2 1 0 0 0 6
05 RIVERS, Jeremiah.... 1 2 0 1 0 0 0 2 2 3 2 0 1 0 0 11
22 CRAWFORD, Tyler..... 1 2 1 1 0 0 1 1 2 1 3 0 1 0 0 5
33 EWING, Patrick...... 0 1 0 1 1 2 0 4 4 1 1 3 1 2 2 21
TM TEAM................ 3 3 6
Totals................. 23 54 7 24 9 15 11 27 38 18 62 18 9 6 5 200

Obviously, the 18-8 assists advantage (on 4 more FGs) is nice. I calculate a pace of 60, so Georgetown's Off. Eff. = 103.3, Nova's Off. Eff. = 95.0, similar to the last G'town v. Nova game (105.2 v. 99.8).

Georgetown had an eFG% of 49.1%, still below their season average. The team's offensive TO% was 15% (best performance since the Louisville game), OR% = 31.4% (well below the season average of 40.8) and FTM/FGA = 16.7% (also low).

On defense, G'town allowed eFG% = 42.2%, TO% = 13.3%, OR% = 22.9% (Nova had gone 46.9% & 36.6% the first two games), and the dreaded FT defense (FTA/FGM) = 39.2%.


Looking ahead at the Notre Dame game, I hope Mike has a nice preview, because I'm not planning on running through their season numbers.

The Hoyas won the first meeting between these teams, 66-48, in a game that wasn't that close. Don't expect a blowout tomorrow, as Georgetown shot eFG% = 68.2 (2nd best on the season), while NDU was at 34.6% (worst on the season) in that game. I'd be surprised if either team repeated that performance.

Here's an updated log5 table, through tonight's games (all the top seeds won):

Seed
TeamQtrsSemisFinalsChamp
1
Georgetown100%100
67.943.0
2
Louisville100100
44.317.5
3
Pittsburgh100100
55.725.0
4
Notre Dame100100
32.114.4
5
Syracuse100000
6
Marquette100000
7
West Virginia10000
0
8
DePaul0000
9
Villanova100000
10
Providence0000
11
St. John's0000
12
Connecticut0000


Oh, and Nike's marketing department wants me to tell you that Georgetown was wearing their new sneakers tonight:


Only $150 (buy 2! buy 3!), coming to a Nike website store near you soon. You can post your comments about these kicks here. My wife is hoping they'll now send some nice free size 8 women's shoes our way; I'll keep my $30 running shoes (on closeout at Kohl's).

Wednesday, March 7, 2007

Analysis: Villanova Regular Season Performance

I hate to bump Mike's pregame story down, but I just wanted to compare the season performance data of Georgetown and Villanova, going into the Big East tournament (this doesn't include today's game between Villanova and DePaul).

I've gone over Georgetown before, but I'll re-post the graphs with end-of-regular-season data.

First, overall performance (click on any image to enlarge):




This shows the general upward trend during the first 2 months of the season, then a plateau from mid-January forward. The big outliers are the Vanderbilt game in mid-November and the Syracuse game right before the end of the season.

I think, generally, this is the kind of shape you'd expect from a well-coached team, especially because the zero line in this case represents an exceptionally high level of performance (Georgetown is ranked #6 by Pomeroy as of this evening).

To break this down futher, I'll look also post the Hoya's offensive and defensive performances charts, as posted in the Syracuse aftermath article, now updated through the UConn game. Not a lot to add to what I said then (except nice D against UConn).

Offense:




Defense:



Okay, I do have to point out the troubling trend in the offensive performance since mid-February, but you should keep in mind that the defense has shown a nice upward-tick at the same time (as discussed earlier, these are significantly anti-correlated for Georgetown, for whatever reason).


Now, here's Villanova's regular season performance chart:



Now, this is something completely different.

Villanova was a wildly inconsistent team early in the year; for example, they;d have a great game against Iowa (+23 pts) followed immediately by a stinker against Navy (-21 pts) [Remember, these points represent difference between actual and expected game scores, not the point differential in the game itself]. Like G'town, 'Nova has settled in near the zero line as the season has progressed, but here the team has become much more steady, with only one bad game since Feb. 1st (at Marquette). And also like Georgetown, the zero line represents a very high level of overall performance (19th, by Ken Pomeroy). I'm not sure what this says about the coaching - consistency has certainly improved, but without an obvious upward trend as the season progressed - but it's hard to argue with the results.

For completion, I'll add Villanova's offensive and defensive performances:

Offense:


Defense:


Here, it seems that the defense was the culprit early in the year.

And yes, that terrible offensive performance was the same game as that great defensive performance (v. St. Joeseph's), and if you missed the game - nationally televised on ESPN - consider yourself fortunate.


Also, I've updated the log5 chart, with 1st round games now completed:






Seed
TeamQtrsSemisFinalsChamp
1
Georgetown100%67.948.332.3
2
Louisville10062.831.113.8
3
Pittsburgh10063.638.219.0
4
Notre Dame10060.322.911.3
5
Syracuse10039.711.54.5
6
Marquette10036.417.06.2
7
West Virginia10037.213.7
4.5
8
DePaul0000
9
Villanova10032.117.38.5
10
Providence0000
11
St. John's0000
12
Connecticut0000

Monday, March 5, 2007

Analysis: Log5 predictions for the BET

Ken Pomeroy used to post the likelihood for each team to win it's conference championship, based on his team ratings and the log5 method.

At some point along the way, Ken's gotten fat and lazy, so now he only posts these predictions when someone bothers to do the math themselves and send him the results.

I went ahead and ran the numbers for the BET. It's a bit of a pain-in-the-ass to do in an Excel spreadsheet, so there may be a mistake somewhere in these numbers. I did a sum check (the sum of the probabilities for each round should equal the total wins available) which looked good, but I make no warranty.

The other thing I took away from this exercise the the precarious nature of these sort of predictions - Ken Pomeroy's system has no idea of the status of Jerel McNeal's thumb.







Seed
TeamQtrsSemisFinalsChamp
1
Georgetown100%72.151.634.3
2
Louisville10067.633.314.8
3
Pittsburgh10067.640.920.3
4
Notre Dame10062.223.811.6
5
Syracuse54.421.66.32.5
6
Marquette85.13114.65.4
7
West Virginia66.124.69.12.9
8
DePaul34.36.82.60.9
9
Villanova65.721.111.55.6
10
Providence33.97.91.80.4
11
St. John's14.91.40.20.02
12
Connecticut45.616.24.21.5