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Jan 31, 2009

Super Bowl XLIII Prediction

Win probabilities for Super Bowl XLIII are listed below. More info after the jump.












PwinSuper Bowl XLIII
Pwin
0.69 PIT at ARI 0.31




The probabilities are based on an efficiency win model explained here and here with some modifications. The model considers offensive and defensive efficiency stats including running, passing, sacks, turnover rates, and penalty rates. Team stats are adjusted for previous opponent strength.

The probabilities based on full regular season statistics would be 0.74 to 0.26 in favor of Pittsburgh. The efficiency stats of each opponent is listed in the table below.

I was going to do a write up of each facet of the match-up, but I think the table says a thousand words. The one thing I will point out however, is Pittsburgh's pass defense. It gives up only 4.3 yards per drop back, and almost 4% of all passes are intercepted. Since the 2002 season, the next best pass defense was the '02 Buccaneers who gave up 4.5 yds per attempt. Baltimore's '03 defense was third giving up 4.8 yds per attempt. That's three standard deviations better than the mean. In comparison, Arizona's passing offense is 1.4 standard deviations better than the mean. And that's why the Steelers are a strong favorite.











TEAMOPASSORUNOINT %
OFUM %
DPASSDRUNDINT %
PENRATE
ARI7.13.52.42.86.54.02.50.39
PIT5.93.73.02.64.33.33.80.41
NFL Avg6.14.22.82.36.24.22.80.36

12 comments:

Anonymous said...

It is said that the playoffs are like a brand-new season. I wonder how these numbers would change if you only took into account this year's playoff games? I realize there's not enough data there to to come to any reliable conclusions, but I am curious to see what the numbers would be.

Michael said...

Forgive me if you've already posted something to this effect, but what is the efficacy of the team efficiency model for 2009, i.e. how predictive has it been?

Brian Burke said...

I'm showing 128-65-1.

Anonymous said...

Looks like the vegas moneylines are pretty much dead on.

z said...

Anon- not sure if this is what you meant, but...
2008 results in win % picking straight up:
Vegas Opening line = .653
Vegas Closing line = .664
The esteemed Burker Berzerker Index = .663

Brian Burke said...

Wow.

Borat said...

Can z explane theese estimated Burker Berzerker Indecks pleez? Does these track to the same satisfactional reliability of famed Dow Jonas Indecks?

Brian Burke said...

Including the playoffs, the final record is 135-69-1.

jarhead said...

Here is another approach

http://www.chinapost.com.tw/sports/american-football/2009/01/31/194038/Wall-St..htm

Anonymous said...

Hi Brian,
I could be wrong about this but I can't get to the numbers in your example w/o not subtracting the sack yards. For example:
Team APY SACK APA OPASS PY/PA
Ari 2481 182 350 6.57 7.1

2481 / 350 = 7.1 I could have a problem with my data but I have been over it a few times.

Thanks.
John

Brian Burke said...

John-You're correct. I use what's called 'Net Passing Efficiency' which includes sack yards.

Anonymous said...

im freaking out...can you find something like these for nfl

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