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Stringer's Power Rankings and STL @ MIA Preview

Discussion in 'Miami Dolphins Forum' started by Stringer Bell, Oct 10, 2012.

  1. ckparrothead

    ckparrothead Draft Forum Moderator Luxury Box

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    I'm not about to promote gambling on a public forum, lol.
     
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  2. mnfinfan

    mnfinfan Active Premium Member Luxury Box

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    Then put them in one of the other forums :)
     
  3. Fin D

    Fin D Sigh

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    I think that guy killed my father. If I find him, he should prepare to die.
     
  4. Bpk

    Bpk Premium Member Luxury Box

    Has it tested successfully in Vegas?
     
  5. Bpk

    Bpk Premium Member Luxury Box

    And not dumb enough to publicly post the map to El Dorado.

    If this formula worked, Vegas would counter it as soon as 3904 dudes all started betting and winning the same way week-after-week for big money.

    One guy, however... he could go on for a long while.
     
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  6. djphinfan

    djphinfan Season Ticket Holder Club Member

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    Stringer, your a meticulous one, and I trust your intelligence and research, so, I believe it because we beat two teams in the field of play, missed some field goals and got stuck with the losses, football is a 60 minute game, and if your beating those teams for the most part of those 60 minutes, that has to account for something.

    If we make those field goals, that top 8 ranking doesn't look so weird does it?
     
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  7. shouright

    shouright Banned

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    Then when you run a partial correlation among winning percentage, the total model, and whatever part of the model specifically measures "randomness," the correlation between the total model and winning percentage should increase, with the variance in winning percentage associated with randomness being controlled for.

    There's a way to get at the part I bolded in your post statistically. What you could end up with is a valid measure of underperformance due to negative, random events, commonly known as "bad luck."

    Fineas would be interested in that. He's long been a proponent of the impact of bad luck on games and teams.
     
  8. Pandarilla

    Pandarilla Purist Emeritus

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    You're a madman Stringer...A madman I say.
     
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  9. ckparrothead

    ckparrothead Draft Forum Moderator Luxury Box

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    The thing I like about this is it's not formulaic or systematic to where it can be "figured out" so to speak. But the down side to that is, if it's not formulaic or systematic then people tend not to believe it'll keep working, or at the very least there's an element of unpredictability and risk involved in it.

    But hell, my real job is in asset management. I'm pretty used to the idea of people placing millions and billions of dollars of finances in the hands of individual people that they believe (hope) will make good decisions with predictable success rates, based on things like track record, process, intelligence, etc.

    I'm not trying to claim I've found alchemy, here. What's worked for the first five weeks can easily go heavily south the last eleven weeks. It's no state secret, and I don't quite think it's a map to El Dorado. I just happen to be privy to the spread picks and weightings of a whole lot of amateur spread pickers with varying skill levels and three years' worth of track records. I've analyzed the data and I've come up with something that seems pretty predictive (so far) based on the behaviors of those people.
     
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  10. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    I'm not exactly sure what you're getting at here. Everything the model considers has an element of randomness to it (anything completely random isn't included), but is weighted accordingly to level of randomness. I'm not sure I would be able to isolate it beyond that.

    There certainly is a major element of luck at play here. There are somewhat obvious ones, such as fumble recovery. There are also ones that aren't quantifiable. Irrational coaching decisions being one. There was an article that said Marvin Lewis' decision to kick a FG last week cost his team a 10% chance of winning. That decision helped Miami get a win, but it isn't necessarily reflected in anything the model measures.

    ETA: now that I think of it, one could simulate outcomes based purely on luck. Then compare that distribution to the actual results.
     
  11. xphinfanx

    xphinfanx Stay strong my friends.

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    Sanchez is the Devil!
     
  12. shouright

    shouright Banned

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    How do you establish the level of randomness in order to determine the weight?
     
  13. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    The correlation of a statistic with itself throughout the season.
     
  14. shouright

    shouright Banned

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    Then why do you make sense of the fact that the correlation between the model and winning percentage is so much lower than the one between QB rating differential and winning percentage, for example, by attributing that difference to randomness? Isn't your model accounting for more randomness than QB rating differential? If you're "soaking up" more randomness in your model, why aren't you getting closer to a perfect correlation?
     
  15. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    Randomness is accounted for, but only in hopes of excluding it from my model.

    On the other hand, randomness is a part of both QBR and wins/losses. Since its reflected in both, presumably it creates a stronger correlation between the two. As an example, if Team A loses a fumble at its own 5 yard line, and on the subsequent play Team B passes for a touchdown, thats reflected in both QBR and wins/losses a lot more than my model. Essentially, the same noise that clouds W/L records is also present in statistics such as QBR. Its great at telling you an outcome, but not necessarily great at telling you the ability of a team.
     
  16. shouright

    shouright Banned

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    I guess what I'm getting at is there has to be a way to "check" on whether the "weakness" (i.e., comparatively speaking) of the correlation between winning percentage and your model is accounted for by randomness. For example, is the Denver Broncos' record relatively poor despite their high ranking based on your model because they're experiencing bad luck? I think you need a way of verifying that for your model to have the validity you want it to.

    In other words, there needs to be an overall measure of "luck" (good or bad) IMO, and then the "weakness" of the correlation between your model (i.e., ability) and winning percentage should be explained by it.
     
  17. alen1

    alen1 New Member

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    Very fascinated by this. Usually don't give a shout about rankings, but this one intrigues me because there's substance behind it. It has it's kinks but I think it looks pretty good. Looking forward to see it develop.
     
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  18. padre31

    padre31 Premium Member Luxury Box

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    From what I've noticed after yrs of watching football seasons is generally 2 games are won or lost by special teams.

    INOW, every game carries a 12.5% chance that is the game ST wins or loses.

    We've lost 2 games so far directly attributable to ST performance so in that sense we are below league average and it is likely to happen again as there has been no changes made on the ST unit.

    In that sense, we simply must have a greater then 3 pt lead in the final 2 minutes or the Rams superior ST unit will likely win the game for them.

    If we are down 3 or less in that situation we are in serious trouble depending on whether or not there is a kick off return.
     
  19. Bpk

    Bpk Premium Member Luxury Box

    What i love is that it's based on a wide view of many people's assessments and track records. That sort of triangulation (well, way more than just THREE points of view, actually) produce unusual accuracy if you can really understand how, when and why those people's successful picks overlap.

    A human-based model is far more superior, imo, than a statistics-only model... but only if you choose the right people and the right interpretation of their behavior.

    I don't remember much at all of stat analysis class, but I did a similar cross-referencing of draft pundits picks and mocks one year and won my draft pool handily. $50. It bought pizza at least.
     
  20. ckparrothead

    ckparrothead Draft Forum Moderator Luxury Box

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    Hah, yeah I mean the idea of tracking humans rather than statistics does appeal to me more. Humans process way more than a formula ever could. And because of that, they can create order out of complete chaos. The entire concept of candle stick trading is based on the predictability of a mass of humans. There are thousands of other valid concepts for stock trading that are based on mass behaviors, but candle stick trading is the oldest that I know as it's been documented since the 18th century in Japan.

    I just thought about applying some of those concepts to football and how that would happen. The mistake would be trying to do that based on where the money is flowing. That's just too broad a stat. As a stock guy I look at those and I'm like...uhhh...wanna give me a little more than that please? Even a candle stick chart requires open, close, high and low figures.

    So this year I get invited into an office pool that has like 350 people in it across the country, most of which have been playing in this pool for years, and I decided to try something very basic and see if it worked. I got their track records from previous years (no easy feat, btw) and used it to identify groups of people that I was interested in, and then I play picks off the interaction between those two groups.

    But that's neither here nor there as far as the original topic. On the original topic, I'm actually going to give Stringer's system a little whirl (not for money or anything) and see if he's really got anything here. I'm interested in seeing if he does.
     
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  21. DevilFin13

    DevilFin13 Season Ticket Holder Club Member

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    For comparison's sake, here's advancednflstats' efficiency rankings. It's got Miami ranked 5th overall, 15th on offense and 12th on defense. So based on that and Stringer's numbers, we are pretty efficient. We are just not scoring despite moving the ball well and are getting a bit unlucky.
     
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  22. ckparrothead

    ckparrothead Draft Forum Moderator Luxury Box

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    The numbers are in...and they say to take Tennessee tonight with the points...with a 14 weighting. For those curious. Who knows if it'll be right or not. The top four picks for the week are Detroit, Seattle, Tennessee and Indianapolis.
     
  23. ckparrothead

    ckparrothead Draft Forum Moderator Luxury Box

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    Looks like the Tennessee pick worked out. Should be noted that a model derived off Stringer's ratings also picked the Titans pretty big. The model I put together off it had the Titans with a 12 weighting (3 to 16).
     
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  24. jboogie

    jboogie The sky is NOT falling!

    So, taking these rankings and a teams record you could predict the NFLs most and least lucky teams. lol
     
  25. ckparrothead

    ckparrothead Draft Forum Moderator Luxury Box

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    So far, this week is 88 of 133 with 4 points still up in the air...somewhere between 66% and 69% for the week.

    On the downside, the simple system I put together real quick using Stringer's ratings...didn't do so well. It's got 32 of a potential 133 points, with 13 points still up for grabs tomorrow night. Somewhere between 24% and 34%. Ouch.
     
  26. padre31

    padre31 Premium Member Luxury Box

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    To me, the dolphins game did come down to that 13% randomness when ST tips the scales one way or another.

    3 missed Fg's, and one fourth down conversion on a fake punt pretty much decided the game.
     
  27. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    Going to keep everything in one thread. Rankings after Week 6:

    [table="class: grid"]
    [tR][TD]RANK[/tD][tD]TEAM[/tD][tD]SOS[/tD][tD]RATING[/tD][tD]LAST WEEK[/tD][/tr] [tr][td]1[/td][td]San Francisco 49ers[/td][td]0.05[/td][td]1.377[/td][td]1[/td][/tr] [tr][td]2[/td][td]Denver Broncos[/td][td]0.07[/td][td]0.942[/td][td]4[/td][/tr] [tr][td]3[/td][td]Houston Texans[/td][td]-0.04[/td][td]0.903[/td][td]2[/td][/tr] [tr][td]4[/td][td]Minnesota Vikings[/td][td]-0.04[/td][td]0.785[/td][td]3[/td][/tr] [tr][td]5[/td][td]Chicago Bears[/td][td]-0.06[/td][td]0.719[/td][td]5[/td][/tr] [tr][td]6[/td][td]Green Bay Packers[/td][td]0.12[/td][td]0.604[/td][td]11[/td][/tr] [tr][td]7[/td][td]St. Louis Rams[/td][td]0.14[/td][td]0.557[/td][td]13[/td][/tr] [tr][td]8[/td][td]Pittsburgh Steelers[/td][td]-0.04[/td][td]0.431[/td][td]17[/td][/tr] [tr][td]9[/td][td]Detroit Lions[/td][td]0.14[/td][td]0.424[/td][td]9[/td][/tr] [tr][td]10[/td][td]Seattle Seahawks[/td][td]0.08[/td][td]0.418[/td][td]12[/td][/tr] [tr][td]11[/td][td]Washington Redskins[/td][td]0.00[/td][td]0.331[/td][td]20[/td][/tr] [tr][td]12[/td][td]Miami Dolphins[/td][td]0.04[/td][td]0.325[/td][td]7[/td][/tr] [tr][td]13[/td][td]New York Giants[/td][td]-0.01[/td][td]0.262[/td][td]19[/td][/tr] [tr][td]14[/td][td]Baltimore Ravens[/td][td]-0.17[/td][td]0.247[/td][td]10[/td][/tr] [tr][td]15[/td][td]New England Patriots[/td][td]-0.03[/td][td]0.229[/td][td]8[/td][/tr] [tr][td]16[/td][td]Atlanta Falcons[/td][td]-0.06[/td][td]0.176[/td][td]6[/td][/tr] [tr][td]17[/td][td]Carolina Panthers[/td][td]-0.04[/td][td]0.078[/td][td]18[/td][/tr] [tr][td]18[/td][td]Oakland Raiders[/td][td]0.10[/td][td]-0.038[/td][td]22[/td][/tr] [tr][td]19[/td][td]Philadelphia Eagles[/td][td]0.03[/td][td]-0.045[/td][td]14[/td][/tr] [tr][td]20[/td][td]Dallas Cowboys[/td][td]0.10[/td][td]-0.079[/td][td]24[/td][/tr] [tr][td]21[/td][td]Cincinnati Bengals[/td][td]-0.13[/td][td]-0.117[/td][td]15[/td][/tr] [tr][td]22[/td][td]Arizona Cardinals[/td][td]0.04[/td][td]-0.193[/td][td]23[/td][/tr] [tr][td]23[/td][td]New York Jets[/td][td]0.09[/td][td]-0.457[/td][td]26[/td][/tr] [tr][td]24[/td][td]Tampa Bay Buccaneers[/td][td]-0.08[/td][td]-0.480[/td][td]32[/td][/tr] [tr][td]25[/td][td]Indianapolis Colts[/td][td]0.04[/td][td]-0.647[/td][td]21[/td][/tr] [tr][td]26[/td][td]San Diego Chargers[/td][td]-0.16[/td][td]-0.655[/td][td]16[/td][/tr] [tr][td]27[/td][td]Cleveland Browns[/td][td]-0.05[/td][td]-0.829[/td][td]28[/td][/tr] [tr][td]28[/td][td]Tennessee Titans[/td][td]0.15[/td][td]-0.862[/td][td]25[/td][/tr] [tr][td]29[/td][td]New Orleans Saints[/td][td]-0.10[/td][td]-0.959[/td][td]27[/td][/tr] [tr][td]30[/td][td]Buffalo Bills[/td][td]-0.11[/td][td]-1.005[/td][td]31[/td][/tr] [tr][td]31[/td][td]Jacksonville Jaguars[/td][td]0.14[/td][td]-1.221[/td][td]30[/td][/tr] [tr][td]32[/td][td]Kansas City Chiefs[/td][td]-0.18[/td][td]-1.914[/td][td]29[/td][/tr][/table]

    Interesting that the Dolphins fell, while STL moved up. About time Miami wins games where they are outplayed, rather than losing games where they outplay their opponent. Can't remember that happening in a while.
     
  28. Mile High Fin

    Mile High Fin New Member

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    Thanks for the update. Will be interesting to track the progress of these rankings over the season....
     
  29. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    That doesn't really surprise me. Seven underdogs won outright. Pretty crazy week for linesmakers. Nice work with your system though :yes:
     
  30. BigDogsHunt

    BigDogsHunt Enough talk...prove it!

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    So we beat the Rams and they jump up to 7th from 13, and we fall from 7th to 12th??

    what formula is this, the BCS?:lol:
     
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  31. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    Crazy, right? Thats what happens when your opponent passes and defends the pass better than you did.
     
  32. GMJohnson

    GMJohnson New Member

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    Take out the C :lol:
     
  33. Desides

    Desides Well-Known Member

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    Bradford's passer rating was 91.2. Tannehill's passer rating was 111.9.

    The Dolphins passed and defended the pass better than the Rams.
     
  34. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    Right, but Tannehill's passer rating was because he threw for two TDs. Miami had ~5.5 net yards per pass attempt, St. Louis had ~7.1 IIRC. I suppose it depends on which metrics you put more stock in.
     
  35. MonstBlitz

    MonstBlitz Nobody's Fart Catcher

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    Does this mean you're using yards per pass attempt as opposed to QBR? Or just giving it more weight. I forget which correlated higher with winning when I crunched the numbers about a year ago.
     
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  36. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    Yeah, I use net yds/att.

    QBR has a slightly higher correlation with winning. But net yds/att. has a much higher correlation with itself in the future. Its more much reliable of an indicator of future performance.

    Here is a great article on this subject: http://www.footballperspective.com/correlating-passing-stats-with-wins/
     
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  37. shouright

    shouright Banned

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    Do you think much of the issue is that you're treating turnovers as largely random when they're so strongly correlated with winning?
     
  38. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    Yes, that accounts for some of the discrepancy, but I'm not sure if its necessarily an "issue".
     
  39. shouright

    shouright Banned

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    I guess what is defined as an issue is determined by your overall goal of the model. What is it?

    Let me ask you this as well: have you considered that there may be variables that account for the relatively weak correlations between some variables and themselves? In other words, you may find that there are variables that mediate a variable's correlation with itself in the future.

    For example, you may find that turnovers, while random overall because they correlate weakly with themselves, become significantly more systematic and correlate with themselves much more strongly when you include mediating variables.
     
  40. Stringer Bell

    Stringer Bell Post Hard, Post Often Club Member

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    Rate teams based on their ability.

    Haven't really looked into that, but it certainly could be a valid theory. I'm not sure what mediating variables would necessarily be used however.
     
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