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Data mining the championship games
Two weeks ago I whipped up a quick system to forecast the wildcard games. The forecasts I got matched up very closely with the Vegas lines. Last week I applied the same system to the divisional games and got what I thought at the time were less believable results. And they did in fact turn out to be less believable. The system differed significantly from the line on three of the four games and was wrong on all three.
Undeterred, I'll post the championship game projections here. Go back to the first link to remind yourself what these tables mean.
TM YR R OPP W L6 SOS PD H B SIM Res
==================================================
chi 3 0 -0.021 81 1 0
ind 2006 w kan 3 0 0.021 51 1 0 928 W 23- 8
ind 2005 d pit 3 0 -0.025 61 1 1 876 L 18-21
hou 1991 w nyj 3 0 0.071 114 1 0 875 W 17-10
atl 2004 d stl 3 0 -0.046 76 1 1 870 W 47-17
stl 2001 c phi 3 1 0.000 95 1 0 865 W 29-24
nyg 1993 w min 2 0 -0.050 96 1 0 856 W 17-10
ind 2003 w den 2 0 0.000 31 1 0 829 W 41-10
nwe 2006 w nyj 2 0 0.037 127 1 0 795 W 37-16
min 1992 w was 2 1 -0.025 80 1 0 795 L 7-24
chi 1990 w nor 3 -2 -0.021 69 1 0 787 W 16- 6
gnb 2002 w atl 3 1 -0.035 -18 1 0 786 L 7-27
sea 2005 d was 3 0 -0.104 115 1 1 782 W 20-10
dal 1994 d gnb 3 1 -0.033 71 1 1 777 W 35- 9
sea 2004 w stl 1 0 -0.042 71 1 0 769 L 20-27
phi 2001 w tam 2 1 -0.046 91 1 0 765 W 31- 9
WEIGHTED AVERAGE: 73.9 pct chance of victory
PROJECTED SCORE: 24.4-15.1TM YR R OPP W L6 SOS PD H B SIM Res
==================================================
ind 0 -2 0.004 -81 1 0
phi 1995 w det 0 -2 -0.042 -120 1 0 915 W 58-37
oak 2000 c bal 0 -2 -0.004 12 1 0 898 L 3-16
chi 1991 w dal 0 -2 -0.037 -2 1 0 879 L 13-17
mia 1992 d sdg 0 -2 0.008 -35 1 1 849 W 31- 0
sea 2003 w gnb 0 -2 -0.025 -58 0 0 848 L 27-33
sfo 1997 c gnb 0 -1 0.008 -30 1 0 844 L 10-23
cin 1990 w hou 0 -1 -0.046 -90 1 0 841 W 41-14
tam 1997 w det 1 -2 0.023 -37 1 0 837 W 20-10
sfo 2002 w nyg 0 -1 0.023 -25 1 0 825 W 39-38
sea 2006 w dal 0 0 -0.004 -81 1 0 791 W 21-20
mia 1998 w buf 0 -1 0.062 -11 1 0 771 W 24-17
cin 2005 w pit 0 0 -0.017 -60 1 0 758 L 17-31
car 2003 c phi -1 -2 -0.037 -66 0 0 743 W 14- 3
min 2000 c nyg -1 -2 0.042 -56 0 0 737 L 0-41
tam 2002 c phi 0 -1 0.015 -24 0 0 732 W 27-10
WEIGHTED AVERAGE: 59.5 pct chance of victory
PROJECTED SCORE: 23.3-20.7
The algorithm views the Bears-Saints matchup as a pretty boring one: one team is significantly superior to the other. Most of the time, the superior team wins. Not much to see here. Of course, nobody seems to think the Bears are actually superior to anyone, but the reasons for that --- primarily freakishly inconsistent QB play --- are hard to quantify and build into an algorithm like this one.
The AFC game is an interesting case because the Colts only appear to have one advantage: home field. All the other indicators point to the Patriots being the better team. Given the almost nonexistent home field advantage we've seen in the playoffs when two teams with equal records meet, I was a little surprised to see the algorithm pick the Colts.
This entry was posted on Wednesday, January 17th, 2007 at 6:01 am and is filed under General. You can follow any responses to this entry through the RSS 2.0 feed. Both comments and pings are currently closed.

What fun!
I just wanted to add a point about the Bears. I think the reason the Bears aren't viewed as a better team right now is that the defense which was unbelievable through 12 games (about when Tommie Harris went down) seems to have folded up the middle.
The QB play wasn't really as important as the fact that they seem unable to stop people on the ground right now. They have made Detroit & Green Bay's offenses look like world beaters - not the kind of thing you expect from championship defenses.
As a Chicago fan , I hope they come around, but I have no idea how they can stop the Saints on the ground.
In the Indy-NE game it makes a huge difference where you stop on the similarity. At the top 6 similar games the Pats would be picked to win. I forget why you settled on the top 15 similar games but maybe it would work better with games with a similarity score of over 800. Or whatever number you decide on.
I know Doug warned us of this, but I just don't see how I can compare Ray Rhodes and Wayne Fontes to Bill Belichick and Tony Dungy, or the 95 Lions/Eagles with the 06 Patriots/Colts. I think looking only at the conference level might be more appropriate for the championship round games.
Oakland/Baltimore is a decent comparison, to the extent that it's great offense vs. great defense. SF/GB is an ok comparison in terms of QB star power, but both of those teams were top five in both points scored and points allowed. If you believe the Colts defense is going to play as they did in the post-season so far (7 PPG allowed) than in the regular season (23rd in points allowed), then the SF/GB game becomes a better comparison. I don't like the other three conference championship match-ups, because they put the Colts representative on the road.
This weekend's games are very tough to call, mostly because of the home teams. I don't know what we can expect out of Chicago's D, which was great all year but horrible recently, or Indy's D, which was horrible all year but great recently. There are obvious questions surrounding the playoff abilities of both of the home team's QBs, as well. I feel much more confident in knowing what we'll get out of New Orleans and New England, although I'd imagine Bears fans will point towards the "No Dome team has ever won a conference championship game in cold weather" stat.