Winning Stats Power Rankings - Week 6
Some of you may remember the Predictor I had last year, which looked at all of the counting stats (Pass/Rush Yards, Pass/Rush Attempts, Turnovers, First Downs, etc), and spit out a probability of winning the game. It worked decently, for looking at data that can be horribly skewed.
This offseason, I set out to find out which stats led to the most wins, and that's where the Winning Stats series came from. We looked at 16 different stats, and found out how often they lead to wins when a team goes above the league average, both offensively and defensively. It's only natural now I take the data we learned over the summer, pump in the data through the first 5 weeks of the season, weight them accordingly, and have our own set of Power Rankings, which are not subjective in nature at all.
Here's how it works:
- Like I said, there are 16 stats, going from the most important (Drive Success Rate) to the least important (Net Punting Yards / Game).
- WARNING: STAT GEEK TALK - In order to get all the stats on the same scale (since it's hard to compare a percentage to, say, Yards / Drive), I found where each stat lied on a Normal Distribution curve, which only goes from 0 to 1. I used the Mean and Standard Deviation from the past 8 years for this, so we're looking at how good these games fall in relation to over 4200 games, rather than the roughly 150 that have happened so far this year.
- Non Stat Geek Explanation of Previous Bullet - In order to compare each of the stats equally, I made it so each one was in a certain percentile from games over the past 8+ years. For example, the Colts ANY/A average stat this season is in the 91st percentile over the past 8 years, so the value is 0.91. I did this for every stat, for every team.
- Once all the stats are on a level playing field, I need to weight them, as we now know that certain stats lead to many more wins than others (like Passing Stats lead to lots more wins than Rushing Stats). Since I need to keep part of this secret in my computer, all I'll say is that the weighting factors are based off of the Winning Percentages found throughout the summer. Plus I want to keep refining them, so I don't want to give them out.
- I've calculated both an Offensive and Defensive Power Rankings, as well as the Total Rankings. As in all other rankings, a lower number is better.
- I also calculated a Strength of Schedule based on these Power Rankings, to show how easy/hard a team's schedule has been so far this year. I used 2/3 Opponent Rankings, and 1/3 Opponent's Opponent Rankings. Also, the Offense column is the Strength of Schedule the Offense had to face, not how strong the opposing Offenses were.
In the next few weeks, I'll be adding a Future Strength of Schedule, and I'm going to attempt to adjust the stats for opponents, much like Football Outsiders does with their DVOA stats.
Ok, enough explaning. Let's get to the numbers, after the jump...
Click any of the headers to sort the columns:
| Team | Power Rankings | Strength of Schedule | ||||
|---|---|---|---|---|---|---|
| Offense | Defense | Total | Offense | Defense | Total | |
| Giants | 3 | 1 | 1 | 32 | 30 | 31 |
| Saints | 8 | 2 | 2 | 14 | 27 | 22 |
| Broncos | 11 | 4 | 3 | 25 | 23 | 24 |
| Eagles | 13 | 3 | 4 | 27 | 29 | 28 |
| Ravens | 2 | 10 | 5 | 30 | 15 | 26 |
| Colts | 1 | 16 | 6 | 16 | 18 | 23 |
| Vikings | 10 | 6 | 7 | 23 | 32 | 30 |
| Falcons | 5 | 18 | 8 | 22 | 16 | 18 |
| Steelers | 4 | 21 | 9 | 26 | 19 | 27 |
| Dolphins | 7 | 19 | 10 | 28 | 3 | 15 |
| Seahawks | 15 | 7 | 11 | 20 | 25 | 25 |
| Cowboys | 9 | 20 | 12 | 19 | 22 | 21 |
| Patriots | 6 | 24 | 13 | 6 | 8 | 5 |
| Bengals | 18 | 8 | 14 | 12 | 5 | 6 |
| Packers | 14 | 15 | 15 | 7 | 26 | 19 |
| Redskins | 17 | 14 | 16 | 31 | 28 | 29 |
| Texans | 20 | 12 | 17 | 18 | 31 | 32 |
| Bears | 21 | 13 | 18 | 21 | 6 | 10 |
| Jets | 23 | 9 | 19 | 11 | 10 | 7 |
| 49ers | 29 | 5 | 20 | 9 | 17 | 16 |
| Cardinals | 22 | 11 | 21 | 10 | 20 | 20 |
| Jaguars | 16 | 28 | 22 | 4 | 21 | 17 |
| Chargers | 12 | 32 | 23 | 29 | 1 | 9 |
| Lions | 19 | 29 | 24 | 3 | 7 | 3 |
| Titans | 28 | 17 | 25 | 17 | 9 | 14 |
| Bills | 26 | 22 | 26 | 24 | 13 | 12 |
| Chiefs | 24 | 26 | 27 | 5 | 4 | 4 |
| Buccaneers | 25 | 30 | 28 | 8 | 14 | 8 |
| Browns | 31 | 23 | 29 | 2 | 11 | 2 |
| Rams | 27 | 31 | 30 | 1 | 24 | 13 |
| Panthers | 30 | 27 | 31 | 13 | 2 | 1 |
| Raiders | 32 | 25 | 32 | 15 | 12 | 11 |
My thoughts on the rankings:
- The Colts are ranked 6th overall, which includes being ranked #1 offensively. If the Defense continues to play at a high level, that ranking will continue to grow.
- I mentioned this in the Open Thread of Stampede Blue Radio on Wednesday: If you take out the Dolphins game (which looks like an outlier at this point), the Colts would be ranked 5th defensively. That one game dropped the Colts that much.
- The Giants are ranked 3rd best offensively, and best defensively, giving them the top spot. However, if you look at the Strength of Schedule numbers, you'll see how easy of a schedule they've played. Sunday's game against #2 New Orleans should be very interesting.
- The Chargers are ranked dead last in defense, although they've played the toughest defense schedule so far. They've also played a pretty easy offensive schedule, which will definitely change on Monday night against the Broncos.
- The 49ers are the most lopsided team, having a very good defense, and a bad offense. The Patriots are also pretty lopsided, with the offense looking better than the "experts' say, and the defense looking worse than the "experts" say.
- The Rams have played some tough defenses this season, but below average offenses. That hasn't stopped them from looking really bad on defense.
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well MGREX
i can tell u put tons of time into this and it looks like u have done a great job and also good job at explaining what u did to get the numbers. and i will say that i agree with those rankings. but an interesting one is on the defense cause i can see how that one miami game makes such an impact on the rankings if you are going only by states from this year but u said you used the past 8 years right?? if not please explain if u can. anyway good job and worth bing rec’ed
Rankings are based solely off of this year
In order to compare each of the stats, I’m using all the data over the past 8 years to find the average and standard deviation, rather than just this year’s stats. This gives a much better sense of what an “average” team would have, rather than only a few games (relatively speaking) this year.
absolutely stellar job
keep up the good work!
also, i’m salivating about the upcoming game vs. st. louis.
49ers
the 49ers are ranked 5th after allowing 45 points? I’d rank them number 1 in my heart, but how can a team allow 45 points and still be in the top ten?
i would say based on my understanding
that it is because although they gave up 45 last week it also looks at the other weeks and they in those weeks for defense have been very good especially against the run and i am not sure i think he weighted the yards more than points scored cause it is a probablility of a team to win.
by TheAngelsColts on Oct 16, 2009 2:51 AM EDT up reply actions
Points don't play any part in this
Take a look at the first table on this page. It has all the stats, in order of importance.
Taking a look at the 49ers Defense, they are Top 10 in all but 3 categories, and all of the best 7 stats, even with the game against Atlanta. I think the St. Louis game really helped them out a lot.
Some surprises
Ravens at #2 offense and #10 on defense is surprising. I knew they were playing better on offense but didn’t expect them at #2.
Also I think the strength of schedule for the top teams looks worse than it is since it’s so early in the season. As the season goes along I think you will see the strength of schedule improve for some of the top teams.
They're very good
Tthey can run the ball on anyone and Ray Rice seems to break off a huge play every week, plus their passing game is reasonable. They probably need a real stud receiver to be unstoppable on offense, but otherwise, they’re very impressive.
by eltharion_doa on Oct 16, 2009 4:58 PM EDT up reply actions
there defense has not played to there ability at all this season especially on pass defense
that is why or at least a big reason
by TheAngelsColts on Oct 16, 2009 6:32 PM EDT up reply actions
Could we see
The strength of schedule adjusted so that the opponents’ rankings are figured without the games they played against a team? For instance, maybe when a team plays a very good team(The Colts) their units are made to look so bad that it unfairly skews their performance against other teams. It wouldn’t make sense for the rankings, but I think it does for SoS in this regard.
Maybe this is only necessary because the sample size for SoS is so small this early in the season.
Great Post either way.
I also wish I had time and motivation to blog at Speed Blue Nation












