Pages

For all your fancy-pants statistical needs.

Praise for The Basketball Distribution:

"Damn confusing" - CBS

Conference Bias in the Polls: No Mountain-West Love


"The Nation's Best Point Guard" apparently.

I did a very quick study on how conferences/teams are underrated or overrated in the polls.

First, I combined the ESPN and AP Polls from Monday.
Here's a simple formula based on regression to add the vote totals from both polls for NCAA basketball:

Total Adjusted Votes= AP votes + (2*ESPN Votes+26)

The top-27 in this method is shown left.

All teams worse than #27 were given a simple "#40" as a placeholder . I then compared each of these team's rankings to my own ranking system, which is very similar to Ken Pomeroy's...I can just fiddle with it as I please :). From this, it's pretty easy to see that teams that have won a lot of close games are overrated and vice versa (if you trust us stat-geeks on the principle of 'luck').

To convert Luck (Win% - Expected Win%) to ranking deviation (Poll rank - my rank), I found the following easy equation:
Expected Ranking Deviation = 140 * Luck% - 0.38

So for each conference, I found the average luck of my top 49 (I stopped at 49 because that's where Murray is ranked) and found the following. I split the rankings into three categories

-Murray State (the only OVC team here, and the most overrated team in the country)
-Conferences (with at least 2 listed teams in the poll)
-Other Conferences (the total of each of the conferences with one bid)
 

Like so:


#Top 40 Avg Luck
Murray State10.138
A1020.016
WCC30.009
MVC20.004
Other Mid-Majors5-0.002
BE9-0.002
MWC2-0.007
B126-0.012
ACC5-0.014
P122-0.033
B106-0.040
SEC4-0.048

Then I used the Expected Ranking Deviation formula to come up with each 'conference's average expected ranking deviation:


#ExpRkDiff
Murray State118.9
A1021.9
WCC30.9
MVC20.1
Other Mid-Majors5-0.7
BE9-0.7
MWC2-1.4
B126-2.0
ACC5-2.4
P122-5.0
B106-6.0
SEC4-7.1


Then I simply subtracted each team's Expected Ranking Difference from their Actual Ranking Difference to give us an estimate of conference bias. The results are pretty intuitive:


#Top 40 LuckExpRkDiffActualRkDiffBias
Murray State10.13818.933.014.1
B106-0.040-6.0-2.04.0
BE9-0.002-0.73.03.7
ACC5-0.014-2.41.23.6
SEC4-0.048-7.1-7.00.1
WCC30.0090.9-0.7-1.6
MVC20.0040.1-1.5-1.6
B126-0.012-2.0-4.3-2.3
P122-0.033-5.0-8.0-3.0
Other Mid-Majors5-0.002-0.7-5.4-4.7
A1020.0161.9-6.5-8.4
MWC2-0.007-1.4-12.0-10.6

The only real surprise to my eyes is the Big 12 having a bias of -2.3. Murray State is overrated by their ridiculously easy schedule which they haven't beaten to a pulp. The only four other overrateds are the rest of the power conferences minus the Pac-12, who is still in "recovery mode."

0 comments:

Post a Comment

Followers

Blog Archive

About Me

I wish my heart were as often large as my hands.