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20 Questions with Football Outsiders: I. We Do NOT Hate the 49ers...Seriously!

Last year, Fooch interviewed Managing Editor of Football Outsiders (FO), Bill Barnwell, as part of their media blitz in support of Football Outsiders Almanac 2009. That interview will long be remembered for Fooch making the statistical case that the Nolan-era 49ers were well-coached, and Bill (understandably) not playing along. Obviously, someone with better stat chops -- which, incidentally, I ate just yesterday for dinner -- needed to take over the FO interview responsibilities. In the interest of site credibility, Fooch recused himself from the 2010 interview, and bestowed that responsibility on yours truly. Well, Football Outsiders Almanac 2010 is now available for purchase, so it's time for me to fulfill my duty.

OK, so maybe I did the interview only because Fooch has been holed up in a bunker somewhere the past 2 weeks while studying for a test I'm told is a prerequisite for joining the Knights Templar. Fair enough. If Fooch wants to be in Dan Brown's next book, more power to him. I still like my version of history better, though.

So how's this year's interview different from last year's? Well, in true "Danny's posts are too long" style, I hyper-evolved it from a 5-question amoeba into a 20-question T-Rex, and will be posting Bill's answers in 2 parts rather than 1. Part 1 has landed in front of you right now, and Part 2 will be descending into this blogspace tomorrow. The plan here is to let the questions and answers speak for themselves, so I won't be adding any additional commentary to the posts except for one after-the-fact edit and the brief -- yeah right! -- introductory comment I'm about to give. Here goes...

After the jump, my introductory comment and Part 1 of the interview, whererin Bill (a) somehow finds a way to marry the concepts "49ers front office" and "intelligent ways to spend money;" (b) tells us about the rarefied air Dashon Goldson was breathing last season; (c) provides bait for the Smith-haters; and (d) assures us that, yes, Adrian Peterson is indeed a better RB than Pierre Thomas, regardless of what DVOA says...

Star-divide

A SPECIAL COMMENT

Aside from Alex Smith's bustworthiness and the future that was Kory Sheets, no topic stirs up more Niners Nation debate -- heated at times -- than the work of Football Outsiders. As I've said repeatedly, DVOA, nor anything else put out by FO, is on par with the books written by Saints Matthew, Mark, Luke, and John. Therefore, unlike those edicts from on high, FO's work is open to criticism wihout critics having to fear divine retribution or a date with the Iron Maiden. Indeed, although I'm one of their biggest supporters, I've been, at times, one of their biggest critics. And yet, somehow, I'm still alive. However, over the course of presenting, and inevitably debating, FO's work on here, I think the above sentiments have gotten lost along the way. As this is the first, and likely the last, time I'll ever be talking about these issues in post form, allow me a paragraph or 2 to get the debate back on track (drummer, please give me a pass on the whole "narcissistic blogger hijacks lede" idea just this one time).

I'll let Bill's interview answers speak for themselves with respect to the omniscience of FO's stats. Instead, I'll speak to the integrity of my advocacy. When I cite FO's stats in my posts, it's because I think they're the best publicly available measures of football performance. Given my statistical background in measurement methodology, which includes 2 peer-reviewed journal publications testing the trustworthiness of psychological measures in sport and exercise contexts, I'd say I'm adequately qualified to accurately assess DVOA as a measure of football performance; and for you to have confidence in that assessment. That's not to say I'm Alfred Binet or anything; just that I'm also not some wayward fly being drawn to the patio lights of play-by-play analysis. In short, the work I've done (and continue to do) specifically in the area of evaluating measures forms the statistical foundation for what I do here on NN. So I find it pretty ironic that many of the "Danny's a shill for FO" comments suggest some kind of inability and/or unwillingness to evaluate FO's measures. Pretty ironic indeed!

Of course, enough about me. The more important point here is that, when I do have a negative opinion of something FO's done, I focus my critiques on what they did; not who they are. That's the distinction I think we all need to make in our general debates about NFL stat applications, as well as in our specific debates about FO. Going forward, we all just need to accept the facts I've laid out here, and move on. FO's not Criss Angel, and I'm not the guy who believes Criss Angel actually just walked on water. If, rather than on the credibitlity of magic, we focus instead on the merits of FO's work and the validity of my applications, we'll all learn more from the ongoing debate.

The bottom lines is this: If you understand FO's stats, and love them; great. If you understand their stats, and hate them anyway, great. If you don't think stats have a place in football, and have decided to ignore FO (and I) altogether, great. If you don't understand their stats, and would like to learn more, double great. But what is not great is failing to make the effort to understand their stats, and critiquing them anyway. What's also not great is critiquing them in a way that suggests (a) FO's people are self-unaware, pompous, snake oil salesmen; or (b) I'm the equivalent of a guest host for The Chris Farley Show. In other words, given my attempt here to steer things back towards civility and reason, don't be surprised if future devolutions into these not-great things cause my head to explode like a tomato (h/t Andrew Davidson):

Explodinghead_medium

via www.funnypictureblog.com;

THE INTERVIEW 

So, now that I've finished my (not-so) little diatribe, it's time to move on to the stuff that you actually clicked here to read. Many thanks to Bill for taking the time to respond to the gargantuan number of questions I asked. Given that FO is smack dab in the middle of interview season, and Bill himself is currently in the middle of writing up a series of posts for FO's website, he easily could have answered fewer; an option that I offered him in an advance. And thanks also to everyone who helped me out by responding to my call for questions. Coming up with 15 questions was difficult enough. For the other 5, I probably would have just re-asked Fooch's questions from last year, and let the hilarity ensue. Anyway, enjoy!

THE 49ERS CHAPTER IN FOA 2010

Florida Danny (FD): Given the 49ers' status as a trendy sleeper team, and the real possibility that they might actually be good for the first time in a long time, a lot of the readers on Niners Nation are borderline apoplectic about FO's prediction of 6.1 wins for their beloved team. What I'm more interested in, though, is that FO estimates the 49ers to have just about an equal chance of winning 9 or more games (13%) as they do of winning 0-3 games (12%). Can you briefly explain how FO's projection model could arrive at such a counterintuitive pair of equally likely outcomes?

Bill Barnwell (BB): That has to do with the way that we generate the win projections for each team. We don't actually go through our system and generate a win projection for each team; we actually generate a DVOA projection for each team on offense, defense, and special teams, which produces an overall projection. Then we run 10,000 simulations of the NFL season using these projections while incorporating things like home-field advantage, weather for certain teams in given months, and other (proprietary) variables that allow us to answer the question of how likely a team with, say, a -10% DVOA is to beat one with a 5% DVOA at the beginning of December. I suspect the wide variance in the specific 49ers simulations has to do with the nature of the NFC West, which has no clear-cut favorite.

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FD: In FOA 2010, Doug Farrar mentions that one result of the 49ers' recent front-office restructuring was Paraag Marathe becoming one of the significant power-players in the organization via being "in charge of all numbers-crunching..." Given your knowledge of NFL front offices and your contacts throughout the league, where would you say the 49ers currently rank in terms of incorporating statistical analysis into their football operations: among the most stats-reliant, among the least, or somewhere in the middle?

BB: I would say -- from what I know publicly -- that they are in the first third of front offices as far as using statistics in a coherent, effective manner. When I say publicly, I don't mean that I'm holding back information; I just mean that a team that's very quiet about their operations (like New England) could be using statistical analysis up and down their organization and just not be telling anyone. I don't think that the 49ers are attempting to reduce players to numbers by any means, but I think they do a good job of finding intelligent ways to spend their money without making dumb mistakes or overvaluing certain assets.

--------------------

FD: Regarding the offensive side of the ball, it seems like the model predicts a dip in passing efficiency primarily because the 49ers will likely be using much less shotgun in 2010 than the 50% of the time that they used it with the college-spread-product Alex Smith at QB in 2009. How much, if at all, do you think the addition of Davis and Iupati via the draft, along with the continued development of 2nd-year WR Michael Crabtree, might offset these negative effects of less shotgun?

BB: I wonder whether Davis and Iupati will make a serious impact as rookies. I'm not going to be naive and suggest that the 49ers' offensive line was the stuff of legend last year, but every position has a growth curve, and I'm not sure if Davis is ready to play tackle at the pro level.

On the other hand, there are other issues that should come into play. Smith played the easiest schedule of any quarterback in football last year -- he still gets to play the NFC West, but it won't be as easy as it was a year ago. They were a dominant team in the red zone and pretty mediocre elsewhere, and we've found that teams with those profiles almost always regress in the red zone in the subsequent season. I do think a full season of Crabtree will help, of course.

--------------------

FD: Doug notes the curious circumstance wherein Frank Gore had one of his best seasons in 2009 despite running behind the worst run-blocking OL in the league. Personally, I think the sunrise-esque predictability of Jimmy Raye's play-calling in the running game (e.g., a logic-defying 71% of all runs were up the middle) explains a lot of this apparent paradox. In your opinion, how much of the OL's poor performance in 2009 was due to having poor run-blockers along the OL; how much was due to having a predictable play-caller?

BB: I don't really think you can lay exact percentages in one area or the other. Certainly, if you look at the 49ers by zone for last year, they were far better running to either left end or right end than they were to anywhere in-between.

--------------------

FD: On the defensive side of the ball, FO's projection of a DVOA decline seems to be primarily based on regression to the mean in turnover rate. However, the 2 players that Doug cites as being potential sources of this regression to the mean are one 26-year-old (Dashon Goldson) coming off his 1st season as starter at a turnover-creating position, and another 26-year-old (Ahmad Brooks) coming off his 1st season as a primary reserve at 3-4 OLB, a position that seems to suit his skill set more than the 4-3 ILB he played during his rookie season with the Bengals. Again, this seems counterintuitive. Rather than pitting you against Doug here in the specific context of 2010, I'll instead simply ask for your general assessment of the prospects for these 2 players going forward in their careers.

BB: I think there's more to our expected regression than simply turnover rate, but I'll address that. Our suggestion here is that those players aren't likely to produce turnovers at that rate because no player is likely to produce at those rates over several years, not because of anything innately to do with Brooks or Goldson uniquely. How often do reserve outside linebackers get six sacks and force four fumbles? The answer is not very regularly; only seven players in the past 20 years have five or more sacks as a linebacker without starting a single game. Only two players in the past 20 years have forced four fumbles as a linebacker without starting a game. Brooks did both those things last year. Maybe he'll do it again. Maybe his role will increase and he'll continue to rack up the turnovers. I suspect it's not likely.

As for Goldson, he had two sacks, three interceptions, and three forced fumbles; he's one of only 11 instances of a safety doing that in 20 years, and no one has done it in three seasons. If we just focus on the turnovers, Goldson was one of two safeties with three INTs and three forced fumbles last year; Ed Reed was the other. Reed's done that twice during his career. Brian Dawkins has done it twice in his career. Troy Polamalu's never done it. Bob Sanders has never done it. I mean, even if Goldson's a great safety, the odds of him producing at that rate again are remarkably slim.

OTHER FO-RELATED TOPICS

FD: As I mentioned earlier, a lot of NN's readers have taken FO's perennial panning of the team's playoff prospects as a sign of anti-49er bias. What's your general response to people who play the bias card against FO?

BB: It's the reaction we hear from about 28 fanbases every year. The fans of the team we predict to post the league's best record see us as the geniuses who finally confirmed their beliefs, the fans of the teams we predict to take a huge leap forward back us for seeing the young talent percolating in their organization, and the awful team we predict to stay terrible has fans that wallow in self-pity. Pretty much everyone else thinks that we're underestimating them. Every year, a handful of those fans are right. We've said mean things about the 49ers because we've written six books, and they were based on six seasons in which the Niners went a combined 33-63.

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FD: The ideal in statistics is 100% objectivity. However, subjectivity inevitably creeps into the process via things like deciding what variables to include and omit from one's models, and what levels of statistical significance are considered meaningful. Roughly, what percentage of the development and continued refinement of DVOA is/was subjective; what percentage is/was subjective?

BB: In part, I can't answer that question, and with regards to the part that I can, I think we're confusing two separate concepts -- DVOA, the play-by-play analysis metric, and our projection system, which is based on DVOA. The goal with each is to improve its predictive ability, and our goal is to find objective variables that do so. There are very few times when we even have the opportunity to introduce subjectivity into the equation, let alone situations where we actually do.

A good example of a subjective variable might be one we have in the projection system that says, essentially, "Peyton Manning-led offenses always exceed our expectations. Bump up this offense if it involves Peyton Manning." Even then, though, the subjective variable objectively improves the equation.

--------------------

FD: Despite your admissions to the contrary, people seem to think that you guys have the same level of confidence in a team stat like DVOA as you do in an individual stat like DYAR, for example. For the record, in which of your stats do you have the most confidence; in which do you have the least confidence?

BB: Oh, come on! That's like asking us which one of our children is the prettiest and which is the ugliest!

That's sort of a hard question to answer; I don't think I can really say "This is the stat I have the most confidence in". The issue is more about how there's a difference between a statistic being part of the equation and serving as a total value metric of player performance.

Let's take DVOA for running backs, for example. Last year, Pierre Thomas led the league in DVOA for qualifying running backs. Do I think he was the best running back in football? Of course not. No one should. Pierre Thomas plays in a great passing offense, which opens up opportunities for him in the running game. With those opportunities, he was very efficient and didn't turn the ball over, which makes him a valuable back; it doesn't mean that, say, Adrian Peterson wouldn't do better. You have to take the individual statistic and consider the context.

Now, consider receiving DVOA for running backs, which is a stat I don't like to use very frequently. A running back who is thrown the ball on a dumpoff on third-and-20 and gets four yards will end up with an ugly DVOA for that play. (He's only compared to other running backs in that same situation, but it's still not going to produce anything close to a positive number.) That's a product of the player's usage pattern, and it doesn't mean that the player is a bad receiver. It's another situation where you have to consider context.

Of course, compare DVOA to receiving yards. Those four yards he gained on the dumpoff are just as relevant to his yardage total as four receiving yards he gained on third-and-3. Does that seem logical?

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FD: Over the lifetime of FO, you guys have received plenty of criticism, some justified and some not. In your opinion, what's the most valid criticism FO has received; the least valid?

BB: Oh wow. I don't think I want to answer either end of that one! I know that we are really sensitive to criticism and do try and listen to critiques that are testable. Ideas like, say, "You underrate the 49ers!" aren't really taken seriously; if someone comes to us and says "You're underestimating teams that play in the 3-4 and produce higher than average turnover rates", well, that's something we can -- and do -- test.

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FD: When consumers of your work provide what you perceive to be constructive criticism or good ideas, how often do you incorporate these feedback-driven criticisms/ideas into your work? Can you provide an example of one situation -- without naming names -- in which you did just that?

BB: I think we tend to incorporate them into articles or features, whether they be on the site or in the book. There's a lot of examples of this -- a recent one would be SackSEER, the edge rusher projection system from reader Nathan Forster, which gets a long feature in FOA10.

TO BE CONTINUED TOMORROW...

1 recs  |  Comment 126 comments |

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Comments

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zzzzzzzzzzzzzzzzzzzzzzzz

Um, how am i supposed to sign this thing? It's a computer?!

by mikeinsp on Jul 29, 2010 11:23 AM PDT reply actions  

I find this stuff to be pretty intensely interesting.

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 11:58 AM PDT up reply actions  

I think he does too, and I think the “zzzzzzzzzz” represents him turning on a certain stimulation device that requires batteries commonly found in a woman’s possession.

I will gladly eat crow if Brandon Jones does well for the 49ers in 2010.

by Andrew Davidson on Jul 29, 2010 12:00 PM PDT up reply actions   1 recs

i dont find the ?'s intersesting

Um, how am i supposed to sign this thing? It's a computer?!

by mikeinsp on Jul 29, 2010 1:15 PM PDT up reply actions  

you're right...

i should have asked him about lindsay lohan’s jail experiences.

by Florida Danny on Jul 29, 2010 1:17 PM PDT up reply actions  

Obviously

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:00 PM PDT up reply actions  

Always the better option

Logic merely enables one to be wrong with authority

by smileyman on Jul 29, 2010 9:18 PM PDT up reply actions  

What questions would you find more interesting?

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 1:38 PM PDT up reply actions  

For the record, I’m asking this because if you have a constructive idea about how this kind of thing could be improved in the future, I’m sure Danny would be only too happy to hear it.

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 1:39 PM PDT up reply actions  

I’m not sure if Davis is ready to play tackle at the pro level.

That’s my biggest concern heading into the season is the offensive line. A lot of questions surrounding whether or not the rookies will play or will Snyder, Baas, and Rachal play.

"Dodger fans aren’t happy when foul balls get into their section, because it interferes with their playing with the beachball"- Mike Krukow

by 49er16 on Jul 29, 2010 11:25 AM PDT reply actions  

let's say the rookies don't play

then can we apply FO’s OL continuity? The two rookies would not be starters, but provide something at the positions the team hasn’t had in a while: depth. Either way, the 49ers should improve in my opinion because it will have depth in case the rookies suck.

I will gladly eat crow if Brandon Jones does well for the 49ers in 2010.

by Andrew Davidson on Jul 29, 2010 11:52 AM PDT up reply actions  

the sun shines on every dog’s rear. I’m just lucky to be in the sun.

I will gladly eat crow if Brandon Jones does well for the 49ers in 2010.

by Andrew Davidson on Jul 29, 2010 11:55 AM PDT up reply actions  

Agreed

Depth is very important.

"Dodger fans aren’t happy when foul balls get into their section, because it interferes with their playing with the beachball"- Mike Krukow

by 49er16 on Jul 29, 2010 12:08 PM PDT up reply actions  

Rachal? What is he doing in this sentence?

I think you mean Boone here as an alternative to a rookie (Davis at RT in this case). Rachal is the starting RG and a 3rd year player.

Let’s say Iupati plays from game #1 and starts in game #2, while Davis is brought along more gradually and may not start until after mid-season, if at all. That is probably reasonable.

Let’s also quote the old aphorism, “if all the statisticians in the world were laid end-to-end, it would be a good thing”.

The team, and the O Line, will perform as well as the talent playing, and the coaching, and the scheme. None of the statisticians we are quoting will get into the games so none will have ANY impact. While the FO statistics may have predictive value for the league as a whole, they have NONE (prospectively) for a specific team or a specific situation, and that is the nature of statistics. That is right, isn’t it, Danny?

by seafood lover on Jul 29, 2010 1:06 PM PDT up reply actions  

that's right...

i definitely won’t be playing in the NFL this year.

i would say though that there are situations — one of which bill talks about in the next part — where certain predictions can be made about certain teams/situations specifically. i don’t want to give too much away, but their win projection model does include certain team characteristics that only affect that team. also, he did mention the whole “peyton manning-led offenses” variable in their model, which currently only applies to the colts prediction.

with that said, i would agree that their stats are primarily based on league-wide trends, and they probably don’t incorporate enough of the team/player-specific stuff that would make predicting specific results more accurate. but, at the same time, as bill says in part 2, they’re mindful of that and are working on it.

by Florida Danny on Jul 29, 2010 1:14 PM PDT up reply actions  

p.s.

whether or not this

"if all the statisticians in the world were laid end-to-end, it would be a good thing".

is right depends on what the meaning of “laid” is. if you’re talking about getting laid, then i think it’s 100% right. if you’re talking about meeting my untimely demise, i think it’s not right…needless to say.

by Florida Danny on Jul 29, 2010 1:15 PM PDT up reply actions  

?

So how does one get laid end-to-end? Doesn’t sound appealing to me at all. actually sounds painful haha

by Dave_K on Jul 29, 2010 1:55 PM PDT up reply actions  

i meant more...

from one end of the world to the other, not physically end to end…not that there’s anything wrong with that.

by Florida Danny on Jul 29, 2010 2:38 PM PDT up reply actions  

For the record.

This kind of comment:

Let’s also quote the old aphorism, "if all the statisticians in the world were laid end-to-end, it would be a good thing".

Is exactly the kind of needless crap that makes it hard to read the rest of your comment seriously.

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 1:42 PM PDT up reply actions  

Hey, as a professional statistician of a different ilk, it's nice to know my work earns me death threats

danger impresses the ladies, right?

I suspect that you think tilting at windmills means something other than what it does.

The ninth fastest thirty year old in San Francisco

by bobnothing on Jul 29, 2010 2:47 PM PDT up reply actions  

Sorry about that

Among statisticians (and others) “if all the statisticians in the world were laid end-to-end, it would be a good thing” is a play on the more classic “if all the statisticians in the world were laid end-to-end, they wouldn’t reach a conclusion”. No death threats intended. The voyeurism, which I did not intend, is probably in the eye (or end) of the beholder (whose sense of humor is appreciated).

And as far as “needless crap”, I think FO statistics are a misuse of regression analysis and largely based on erroneous assumptions and too small a sample size to justify the spurious precision to 4 significant digits. But what do I know? And the rest of the comment should stand or fall on its merits, seriously or jovially.

by seafood lover on Jul 29, 2010 6:58 PM PDT up reply actions  

please...

expand on this:

FO statistics are a misuse of regression analysis and largely based on erroneous assumptions and too small a sample size to justify the spurious precision to 4 significant digits.

i have my own thoughts on the subject of how they use regression, so i’m legitimately asking you to be more specific.

by Florida Danny on Jul 29, 2010 7:54 PM PDT up reply actions  

Danny

Send me an email address for you and I will try to come up with a cogent answer—-it might get a bit technical for this forum in spots.

by seafood lover on Jul 30, 2010 8:12 AM PDT up reply actions  

I didn’t read any threat into the comment, personally. All too often, football fans seem all too eager to call any statistical measure that can’t help a fantasy team some version of stupid before dismissing it outright. More commonly, it seems people like to cite the “lies, damned lies, and statistics” quote when they do it. Whether wrongly or rightly, I took your use of that end-to-end quote to be one in the same.

I don’t have a problem with people disagreeing with FootballOutsiders. I think there is a lot to disagree with there. But it does bother me when people make the pursuit of better stats out to be a pointless endeavor and the people who pursue them out to be villains. Surely, you can see how you quoting the words “if all the statisticians in the world were laid end-to-end, it would be a good thing” would seem to show you falling squarely in that same group.

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 7:57 PM PDT up reply actions  

Wow

I wasn’t aware how rare Goldson’s season actual was (3 INTs + 3 FF), the list of guys who have only done it twice is impressive and the fact that arguably the best safety in the league has never done it makes it even more special (for lack of a better word). However, plenty of free safeties have had 5 INTs in a season, so if Goldson ends up with 5 INTs in 2010, does that make up for the lack of force fumbles assuming he gets just one? I’m only curious because a Forced Fumble isn’t guaranteed to be a turnover, since fumbles recovered cannot be predicted (and can certainly understand that a FF is still a positive play for the defense).

Regarding Ahmad Brooks, how many reserve linebackers get the amount of reps that Brooks get (ones that have 0 starts)? That’s one thing I’d like to look into before drawing the conclusion that only 7 reserves in 20 seasons have had 5+ sacks (tell me Tully Banta-Cain is on that list). I’d also like to wager that Brooks will actually start a few games in 2010, but can agree that 4 FF is a tough feat to repeat. I think the problem here is that us Niner fans (compared to objective FO) are relying on Brooks to have more reps this season for considerably more playing time.

Other than the Goldson and Brooks remarks, I can completely accept the answers provided (although I think Mr. Barnwell could’ve ripped on Raye a bit more). I think most of Niners Nation is concerned with the play of Anothy Davis as well, but if he doesn’t start, can’t we use FO’s OL continuity logic?

I will gladly eat crow if Brandon Jones does well for the 49ers in 2010.

by Andrew Davidson on Jul 29, 2010 11:34 AM PDT reply actions  

PFF has snap counts available

I’ll do some digging and write up a post comparing backup 3-4 OLBs

Logic merely enables one to be wrong with authority

by smileyman on Jul 29, 2010 4:48 PM PDT up reply actions  

I look forward to it.

I will gladly eat crow if Brandon Jones does well for the 49ers in 2010.

by Andrew Davidson on Jul 29, 2010 8:12 PM PDT up reply actions  

I guess my problem is mostly in the actual chapter about the 49ers

Predicting that they’ll be the worst team in the West and citing regression for everything but the offensive line seems to be a problem, particularly when in FO 2009 the Rams chapter that teams that use a lot of draft value on offensive line tend to improve on offense just seems inconsistent. It seems like most of the 49ers chapter assumes that Singletary is going to try and institute smash mouth football (similar to the Bengals of last year) and that’s going to be why the offense is worse, and it seems like that assumption is premature at best, and assumes there was little learned from the first 6 games of last year.

by Deelron on Jul 29, 2010 11:43 AM PDT reply actions  

assumes there was little learned from the first 6 games of last year.

I think the counter point to that would be that 49ers did learn from the first 6 games of 2009, but addressed the situation by drafting two OL to give the team a better chance to be successful running the same offense we saw in the first 6 games of 2009 (instead of relying heavily on the Smith favourable section of the playbook).

I will gladly eat crow if Brandon Jones does well for the 49ers in 2010.

by Andrew Davidson on Jul 29, 2010 11:49 AM PDT up reply actions  

Oh i don't know about that ...

… when you take over a team and you have a plan in your head of what you want to do and it’s not working becuz you don’t have the rite part’s … it’s like looking in a garage when it’s dark , and you what is that , i dont know look’s like a tank …but after you turn on the light’s you see it’s not a tank , it’s a muscle car that juz need’s some new tire’s and a tune up …!!

Gotta love a woman that wear's knee pad's to work ...!!

by Edggy on Jul 29, 2010 1:42 PM PDT up reply actions  

good points...

i actually tend to agree with them though about the “going to more smashmouth” thing. at least, that’s what all signs point to thus far. although, i’m of the more nuanced view that, even if they start out as more smashmouth, raye/sing showed last yr that they’re willing to totally switch gears midstream. in other words, the “more smashmouth” thing probably won’t apply to the entire season. if, 6 weeks in, they’re 1-5 or 2-4 trying to be a smashmouth team, they’ll switch back to shotgun spread-ish, see one more time how much better the offense is in that system, and then keep it for the rest of the season. they can easily finish 10-6 after starting 2-4 if that happens. that’s the variable (i.e., raye’s flexibility) that i think perhaps FO isn’t accounting for.

by Florida Danny on Jul 29, 2010 11:50 AM PDT up reply actions  

I think it's accurate to a point

Mainly from the success of being smash mouth (running between the tackles) was so dismal last year. I just have the impression that the staff learned somewhat from last year and believe most of the things Singletary is saying about needing balance. Either way if they’re somewhere balanced between the first third of last season and the last two thirds but the ALY improves to somewhere around league average that wouldn’t exactly be a bad thing either.

by Deelron on Jul 29, 2010 11:58 AM PDT up reply actions  

fair enough...

personally, though, i’d just like to see raye “learn from” the fact that 71% of his run calls were up the middle.

by Florida Danny on Jul 29, 2010 12:24 PM PDT up reply actions  

Hahaha

Yes please. Perhaps we can send him a gift basket with the note “71% of your runs were up the middle, thank you – NFL Defensive Coordinators”.

by Deelron on Jul 29, 2010 1:02 PM PDT up reply actions  

I think that shows a lack of confidence in his tackles

and the successful plays running on the ends were either pulls (with Baas or Rachal) or end arounds where we handed the ball off to Josh Morgan and he scampered for 8 or 9 or 10 yadrs.

Logic merely enables one to be wrong with authority

by smileyman on Jul 29, 2010 4:50 PM PDT up reply actions  

It also dismisses the lack of talent on the Rams. I don’t care what offensive system they are running, they are a few players short of being effective doing anything.

by bignerd on Jul 29, 2010 12:34 PM PDT up reply actions  

Dashon, Mays, and Bamm Bamm will get the record for most decapitations in one season

by MichaelClutchtree on Jul 29, 2010 11:46 AM PDT reply actions   1 recs

Aw yeah.

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:00 PM PDT up reply actions  

Off-Topic

Vinny Cerato is talking about Sam Bradford and QB’s taken number one overall on Outside the Lines. He’s very creepy looking. He’s turning his head to the side while talking.

"Dodger fans aren’t happy when foul balls get into their section, because it interferes with their playing with the beachball"- Mike Krukow

by 49er16 on Jul 29, 2010 12:09 PM PDT reply actions  

I feel pretty bad for Sam Bradford’s shoulder this season.

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 12:10 PM PDT up reply actions  

That’s if he gets into camp on time.

"Dodger fans aren’t happy when foul balls get into their section, because it interferes with their playing with the beachball"- Mike Krukow

by 49er16 on Jul 29, 2010 12:11 PM PDT up reply actions  

If he gets into any regular season game this year, his shoulder is pretty much going to be dust.

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 12:13 PM PDT up reply actions  

Sure

He took one hit last year against Texas and his shoulder was dust. That’s a big concern and reason why I wouldn’t have drafted him.

"Dodger fans aren’t happy when foul balls get into their section, because it interferes with their playing with the beachball"- Mike Krukow

by 49er16 on Jul 29, 2010 12:15 PM PDT up reply actions  

I probably would have drafted him, but good lord would I wait maybe even a whole year before I started him.

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 12:24 PM PDT up reply actions  

I think it all depends on the mentality of the QB. Some QB’s can play right away and be fine. Some playing right away destroys their confidence. I still believe Smith’s confidence was destroyed for a little while when he started on that crappy 05-06 team.

"Dodger fans aren’t happy when foul balls get into their section, because it interferes with their playing with the beachball"- Mike Krukow

by 49er16 on Jul 29, 2010 12:28 PM PDT up reply actions  

Hey Keith

I just checked out your blog. Good stuff. You have a picture of Alex Smith wearing what appears to be a 1994 throwback style jersey. Do you know when that picture is from? Thanks

by mr. instigator on Jul 29, 2010 2:47 PM PDT up reply actions  

I just did a quick Google search. That picture should be one of the first to pop up.

"Dodger fans aren’t happy when foul balls get into their section, because it interferes with their playing with the beachball"- Mike Krukow

by 49er16 on Jul 29, 2010 2:56 PM PDT up reply actions  

Here's the link

The picture was a part of a Spanish blog. http://footballspeech.wordpress.com/2007/11/16/alex-smith-fuera-dilfer-titular/

"Dodger fans aren’t happy when foul balls get into their section, because it interferes with their playing with the beachball"- Mike Krukow

by 49er16 on Jul 29, 2010 3:02 PM PDT up reply actions  

There is also something to be said for perception. A good young quarterback on a bad team might look a lot worse than he actually is in his first two or three years and then just never get another fair chance.

I think Smith really is a singular case. There is no model to judge his development on, because he’s the first to ever take this particular developmental path. Was it confidence? Was it experience? Was it injury? Who in the world really knows?

"I just struck out looking three times, but in any other ballpark those would have been home runs." - Aubrey Huff

by howtheyscored on Jul 29, 2010 3:01 PM PDT up reply actions  

I think it was injury and being thrown under the bus by an incompetant asshole of a coach

He went from 1 TD and 11 INTs to 16 and 16 his second year. Thats an incredible improvement. Then the injury regressed him and Nolan trashing him shattered his confidence as a leader when (reportedly) some of the team jumped on Nolan’s side.

Gimme 1 round!

by ItBurnzWhenIP on Jul 29, 2010 4:00 PM PDT up reply actions  

segue back to stats topic...

i’d say, given bradford’s 31 college starts, the lewin forecast would agree with you

by Florida Danny on Jul 29, 2010 12:28 PM PDT up reply actions  

@howtheyscored

It took Alex a year to heal from the injury itself… Then there were complications with the surgery that fixed it which was another year gone.

Bradford would definitely be wise to just take this full year off. That will be around 2 years of healing. I’d even work it into my contract. The first year I’ll sit on the bench, heal and learn the offense while we rack up another high draft pick we can use to protect me and earn 1M. Then start my REAL deal in year 2 when I’m certain to be healthy and healed and just take a 1M off whatever the deal would be.

Gimme 1 round!

by ItBurnzWhenIP on Jul 29, 2010 3:58 PM PDT up reply actions  

No rookie is going to want to do that

especially the #1 overall pick. They’re going to want to jump in and show that they were worth the pick.

I think it’s better for QBs if they’re not fed to the meatgrinder right away, but can you imagine the fan reactions if the Rams signed some washed up has-been (like Mark Brunell) and started him instead of Bradford?

Logic merely enables one to be wrong with authority

by smileyman on Jul 29, 2010 4:52 PM PDT up reply actions  

Infallible Bill, that was expected

Maybe I ought to read that Rams chapter cause it sounds chalked full of optimism.

Lets see what I learned:
1) Anthony Davis isn’t ready. No reason given, let alone a shred statistical analysis to suggest this conclusion.
2) Goldson and Brooks were in rarefied air. Of course he positions them in rarefied air status by using the forced fumble anomaly. Suggests that is highly unlikely to happen again yet instead of dismissing the fumble anomaly he dismisses the notion that each can be a productive player. Excuse me Bill for pointing out your complete logic failure unless of course you are suggesting Goldson/Brooks are only productive when producing forced fumbles.
3) Subjective variables – sticks head in sand. Bill see your comment about Anthony Davis.
4) Any criticisms of you past work? No, he passes on that question. Is this how he answers the question during job interviews?

by bignerd on Jul 29, 2010 12:28 PM PDT reply actions  

what you learned

1) i think when someone says " i wonder whether… and “i’m not sure…” it’s pretty obvious he’s offering a subjective opinion. therefore, stats to back it up aren’t necessary. of course, my OL posts kind of statistically back up his skepticism, if you’re worried about that sort of thing.

2) i agree with you that focusing on the complete turnover profile might make someone more rarified than simply focusing on each stat individually. with that said, i don’t think it’s very accurate to reduce what he said down to

dismisses the notion that each can be a productive player.

i mean, i don’t know how you read that into what he said. he said they’re not likely to be as productive, not that they “can’t be productive.” nevermind the fact that you’re taking a positive paragraph about just how awesome goldson was in 2009, and turning it into some kind of negative assessment of him overall.

3) i’m pretty sure his subjective comment about anthony davis is not a feature of their win projection model, so your critique here is kind of off-topic given that my question was specifically about subjectivity affecting their models. i mean, obviously, he’s allowed to have subjective opinions about football, no? or are you saying he’s not allowed to?

4) i would have liked a more specific answer about least/most valid criticisms too, but i think his general point doesn’t seem so bad. if you say, “here’s suggestion X about how to improve what you’re doing,” or “here’s idea Y that you guys aren’t addressing at the moment,” then they listen…to the point where such reader-submitted suggestions/ideas end up in the book. is putting readers’ ideas in their book not good enough?

and just as a general response, what you’re not-so-subtely saying here is that bill thinks he’s infallible, which, besides being directly refuted by his answers in the next 10 questions (including in response to the question you submitted, even), is borderlining on exactly the kind of “who they are” critique that i talked about in the intro. it makes whatever substantive critcisms you have — which i think you do have a few here — carry less weight. i mean, you could have brought up exactly the same points without doing the whole “infallible bill” nonsense.

by Florida Danny on Jul 29, 2010 1:01 PM PDT up reply actions  

I’m going to stick by Infallible Bill comment because I did find him fairly defensive in his Q&A. It was a shot at his tone which I think was perfectly illustrated in this comment.

Every year, a handful of those fans are right. We’ve said mean things about the 49ers because we’ve written six books, and they were based on six seasons in which the Niners went a combined 33-63.

Foremost, it’s a strawman argument and he uses it solely to toss a barb at 49ers fans with 33-63 record comment. Other than 2007 or last season have 49ers fans expected a winning team? No, the fan base has expected the team to be bad for most of this last six years so who exactly is he supposedly sticking it to in this comment? He knows no one has been arguing a 49ers dynasty the last six years, he’s just be snarly and dismissive. Last year 49ers fans were criticizing FO prediction, and the team won 3 more games than FO predicted, a fairly significant margin but he again he could not bring himself to remotely comp to it.

by bignerd on Jul 29, 2010 1:27 PM PDT up reply actions  

Sort of

I mentioned this in another FO thread by Danny, Bill had said something extremely preposterous which offended my sensibilities as a Niner fan, though I don’t think that quote from him is really bad at all.

As far as FO’s prognostication skillz, they totally whiffed last year, and I’m hoping that Danny’s next post will feature my question regarding the accuracy of their predictions, that’s something I’m interested in learning more about.

by mr. instigator on Jul 29, 2010 2:33 PM PDT up reply actions  

"feature"...

no…“include” yes. and you’ll enjoy both the way i framed the question, as well as the thoroughness of bill’s answer. it’s probably the best/ most-detailed part of the interview.

by Florida Danny on Jul 29, 2010 2:36 PM PDT up reply actions  

Cool

That pleases my greatly. :)

by mr. instigator on Jul 29, 2010 2:36 PM PDT up reply actions  

i really think...

you should just wait for part 2 before you allege these things. he pretty much blows up your argument here about not copping to the inaccuracy of their win projections. specifically re the 49ers, being wrong by 3 games actually isn’t that significant. it’s on par with their overall accuracy rate leaguewide, which we’ll get to in part 2. even assuming a 3-game error is horrible, just keep in mind that their projection is an estimate bound by a margin of error. you should really read the projection to say, “if the NFL played the 2010 season 10,000 times, the 49ers would average 5.1 wins over the 10,000 tries.” the chapter gives probabilities for ranges of wins, not just the mean estimate of 5.1, so you really need to be reading their projection as saying “there’s a 41% chance SF wins 7 or more games.” given that they went 8-8 last year, and we don’t know what’s going to happen during 2010, i don’t see how this is particularly objectionable.

in the context of 2009, was FO supposed to know that smith would replace hill, and the 49ers would become a shotgun spread offense? i mean, from what i remember, the 49ers were well on their way to making FO look pretty good about last year’s 5.7 win projection. they were 3-5 thru 8 games, and then raye released the hounds of shotgun full time. if the QB change + shotgun O thing doesn’t happen, they project to 6 wins if you were making your projection during week 9, let alone before the season even started.

aside from that, i still don’t see the snarky tone. i mean, maybe you know something i don’t know, and the guy is a total prick. i just haven’t gotten that at all from him.

by Florida Danny on Jul 29, 2010 2:34 PM PDT up reply actions  

3 games is a ridiculous margin of error

That is what I find so appalling about celebrating their predictive model. It doesn’t take a statistical genius to figure out the distribution of wins follows a normal bell curve with a center point of 8 wins. At least 75% of the teams in the league are going to fall within 8 wins +/- 3 game win error on almost any season.

F.O. plays their predictions as close to the vest as possible. Almost all their team predictions are within 8 wins +/- 3 wins either way, all 32 teams. Ya, they will go out a limb to rate the Lions around 5 wins and the Patriots at 11 wins, whoa! The Lions would have jump from a cellar dweller to playoff team for the statistics to show a significant error, vice versa for the Patriots prediction. How often does this actually occur? Maybe the 2006 Jets, 2008 Dolphins and 1999 Rams.

The Patriots were their predictive models highest rated team. Normally that means at least 13 wins in an NFL season but F.O. knew the math as a back-fall, and predicted 11 wins, so even if the Pats weren’t great it’s a good chance they would fall within the meat of a normal bell curve. This is just a clever way to nudge predictions without sticking your butt out on the line. If Tom Terrific would have led the charge to a 14 win season I’m sure F.O. would gloated about the Patriots being their highest rated team. The Pats won 10 games, which looks close to 11 wins predicted minus the reality they were predicted to be the best team and turned out to be 10th best.

I don’t think I could state it clearly enough? There is absolutely nothing truly predictive about their results given a 3 game +/- error. They are ensuring almost 100% of their predictions fall into 75% of the bell curve so on average they will only be 25% incorrect on a given season. It’s the Casino setting up the house rules. It’s meteorologist in San Diego predicting today’s weather to be 80 degrees +/- 20 degrees Fahrenheit. Anyone predicting all their team win totals within 8 wins +/- 3 games is going to be just as accurate as F.O. They only need to identify the 4 teams sure to win lower than 8 games and screw down towards 5 wins while identify 4 teams likely to win more than 8 games and screw towards 11 wins accordingly. Anyone can match that accuracy doing this, it’s not at all predictive its a mathematical parlor trick.

by bignerd on Jul 29, 2010 4:15 PM PDT up reply actions  

Their model is gonna be wrong for the 2010 Niners too

I’m assuming they are gonna have us at 8-8 or 9-7. They’ll be wrong when we go 12-4 or 13-3.

Gimme 1 round!

by ItBurnzWhenIP on Jul 29, 2010 4:20 PM PDT up reply actions  

That's my point

A team would have to go 12-4 or above or 4-12 or below to fall on the outer edges of the bell curve. Roughly only 25% of teams (8 teams) on a given season will do this. Even casual fans can probably name 2 of the 4 horrible teams and 2 of the 4 great teams heading into the season. It’s guessing the few outliers while saying everyone else will roughly fall in the middle.

by bignerd on Jul 29, 2010 4:33 PM PDT up reply actions  

Sure

The scary part is the 49ers have nearly an identical prediction as the Rams.

by Deelron on Jul 29, 2010 4:36 PM PDT up reply actions  

I don't actually look at the FO almanac

but if they’re giving the mean as the expected number of wins for a team no wonder fans are riled up, because 95% of people don’t understand what the mean is.

Logic merely enables one to be wrong with authority

by smileyman on Jul 29, 2010 4:54 PM PDT up reply actions  

They give it as a mean projection

Then break it down into percentile buckets. I’ll use the NYJ box as an example as they give that chapter away for free (if I’m somehow in the wrong for that, apologies they were fairly specific on what was ok to reprint, and it seems reasonable that the free chapter one link away would be ok to reference as an example).

2010 Mean projection: 9.8 Wins
On the Clock (0-3): 1%
Loserville (4-6): 6%
Mediocrity (7-8): 19%
Playoff Contender (9-10): 35%
Super Bowl Contender (11+): 39%

by Deelron on Jul 29, 2010 6:02 PM PDT up reply actions  

I learned this as a senior in HS. But this link gives a pretty simple explanation

Says:

The mean of a statistical distribution with a continuous random variable, also called the expected value, is obtained by integrating the product of the variable with its probability as defined by the distribution. The expected value is denoted by the lowercase Greek letter mu (µ)

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:05 PM PDT up reply actions  

seriously...

you’re disappointing me bignerd. you throw a lot of good criticisms out there that i’d love to discuss, but then you say something ridiculous like

The Patriots were their predictive models highest rated team. Normally that means at least 13 wins in an NFL season but F.O. knew the math as a back-fall, and predicted 11 wins, so even if the Pats weren’t great it’s a good chance they would fall within the meat of a normal bell curve. This is just a clever way to nudge predictions without sticking your butt out on the line. If Tom Terrific would have led the charge to a 14 win season I’m sure F.O. would gloated about the Patriots being their highest rated team. The Pats won 10 games, which looks close to 11 wins predicted minus the reality they were predicted to be the best team and turned out to be 10th best.

that’s basically saying they make up their results. i mean, there are clever words in there like “nudging” that are more benign than just outright calling them frauds, but the sentiment in this paragraph is clearly that they just have their model spit out a projection, and then changing that projection post hoc to fit whatever they think might make them less exposed to criticism. you seem like a really smart person. do you not understand that you’re accusing them of fraud? do you not realize how serious a charge that is? if you do, then you need to come up with more than your musings. you have no evidence whatsoever that they do this kind of thing, but you just fill in the blanks of the conspiracy with some sordid tale of projection-fixing. i mean, jesus christ, that’d be exposing them to all sorts of stuff legally given that they make people pay for this stuff. so i guess i’d just ask again, do you not realize what you’re accusing them of? is there an FBI office i can call to take your evidence to the feds?

if you have no evidence of this, i really don’t understand why you’d take an otherwise substantive comment and hijack it with that “unnecessary crap” as HTS put it earlier in the thread.

by Florida Danny on Jul 29, 2010 8:10 PM PDT up reply actions  

I don't think you understood his point

I thought he was just trying to say that since they seem to have a +/- 3 margin for error that anybody could easily predict an NFL season as good as them without simulating 10K times or using DVOA because of the 75% thing.

Or at least that’s what I took from it.

Note: Chill dude, it’s the web People are accused of random things all the time over the internet.
Don’t we all rain crap on Mike Florio and Michael Silver when ever they write something?

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:14 PM PDT up reply actions  

Exactly, that was underlying point hidden behind some F.O. haterism.

by bignerd on Jul 29, 2010 9:18 PM PDT up reply actions  

yeah...

i got his point. and the fact that he was making good points was why i didn’t think it necessary to throw in the ridiculous “they’re fixing the numbers” crap.

by Florida Danny on Jul 29, 2010 10:17 PM PDT up reply actions  

also...

i’d like to think we’re a little smarter than the buffoons who randomly throw crap at guys on the web who say stupid things. further, it’s kind of difficult to chill when you spend an entire intro to an article expressly, in no uncertain terms, asking people not to engage in this kind of crap…and then, lo and behold, people engage in it anyway. kind of frustrating.

by Florida Danny on Jul 29, 2010 10:21 PM PDT up reply actions  

Well

I write crap on Florio’s blog all the time.
But pretty much everyone does that….

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 30, 2010 10:25 AM PDT up reply actions  

Hold on there, who said frauds?

I’m not saying they make up their results. I am well aware their process normalizes the results, that is the purpose of running 10,000 simulations. Yet, their engineered predictive model does indeed fit almost all their predictions within a standard deviation or two within the normal bell curve for wins, by design or not. If you grant them a +/- 3 games of error and they guess close to 8 wins for each team they will be correct for all predictions except for the outliers (12-4 and better or 4-12 and worse). So roughly what I said, they will inherently be right 75% of the time.

I don’t know where the word fraud came from? I think I compared it to a Casino stacking the deck, more like clever. My Patriots rant was convoluted and not so benign so let me clarify. How do they reconcile a Patriots prediction of 11 wins? Do they explain it as this is highest winning team predicted by their model therefore our prediction for the NFL’s best team? Or do they say the model missed the prediction by one game (Pats won 10) without shedding light on the fact that predicted no one to win above 11 games? Which measurement is their model evaluated by, wins or rank? Can they have it both ways?

I didn’t hijack it, you through out that 3 game margin of error was acceptable. Based on how F.O. predicts I’m pointing out they simply cannot miss given that margin of error.

by bignerd on Jul 29, 2010 9:16 PM PDT up reply actions  

sorry...

i was specifically referring to the little “clever way to nudge predictions” thing. from what i understand of the process, they’re just running a logistic or probit regression, then using that regression equation in a game simulation study, and then reporting what the mean win prediction is from the simulation along with the distribution areas associated with various threshold win totals. think that’s pretty standard fare. saying they’re “nudging” predictions sounded to me like you were saying they were just correcting things post hoc. if that’s not what you meant, then obviously, i take back what i said.

and with that said, the way you explain your patriots point here is much clearer. i would not consider their projections as ranking the teams, for obvious reasons related to the fact that any group of teams who are bunched together might be rankable, but not different in a statistically significant way given the normal distribution. the way i’d evaluate the model is with mean absolute error vis-a-vis the win predictions. in part 2, i link up to a root-mean-squared-error-based evaluation, which has FO’s RMSE over the past 4 years at something like 2.5 wins. mean absolute error is going to be less than that for sure since the squaring in RMSE creates a bigger error estimate. if i had the FOAs from a few years ago, it’d be easy enough to recalculate in mean absolute error terms. i’d imagine it’s around 2 wins. i just said it was around +/-3 in response to your original comment because i didn’t think i was going to have to be going into the vagaries of RMSE based on the nuance of 1 win either way. if it’s 2 wins instead of 3, does that make you feel better? or does FO have to be down @ MAE = 1 for you not to say their model is no better than guessing 8 wins for every team?

incidentally, even if you think their RMSE of 2.5ish is too high, then that doesn’t jive with your desire for them to “stick their butt out on the line” because RMSE heavily penalizes just that sort of thing. in other words, if you think their RMSE is too high, well, it’s as high as it is precisely because they’re missing on a couple of wild outlying picks. and i don’t think it’d be fair to rip them on the one hand because they make outlying picks, but them crucify them on the other hand for getting those picks wrong.

now, if we can keep the rest of this discussion where it is now, and not doing unnecessary FO hatering, then all’s well.

by Florida Danny on Jul 29, 2010 10:48 PM PDT up reply actions  

correction

“rip them on the one hand because they don’t make outlying picks…”

by Florida Danny on Jul 29, 2010 10:50 PM PDT up reply actions  

mean absolute error is going to be less than that for sure since the squaring in RMSE creates a bigger error estimate.

Am I missing something here? sqrt(a^2 + b^2) is always less than a+b (think of the pythagorean theorem – sqrt(a^2 + b^2) = c, and the hypotenuse is always the shorter than the sum of the lengths of the sides, so c > a+b, so sqrt(a^2 + b^2) > a+b) so RMSE is always less than absolute error. In fact, while RMSE only works for some distributions, sum of the absolute errors sets an upper bound on the error in any distribution, if I remember correctly.

by spenczar on Jul 30, 2010 8:49 AM PDT up reply actions  

derp – i meant that
c < a+b so sqrt(a^2 + b^2) < a +b

we really need an edit button

by spenczar on Jul 30, 2010 8:50 AM PDT up reply actions  

example

i pick everyone in the NFC west to win 8 games. the 2010 standings turn out to be:

SF 10 wins
ARI 8 wins
SEA 6 wins
STL 4 wins

the mean absolute error is 2+0+2+4 = 8/4 = 2.0.
the RMSE is 2^2 + 0^2 + 2^2 + 4^2 = 4 + 0 + 4 + 16 = 24/4 = 6. sqrt(6) = 2.44.
the RMSE is higher than MAE, and it’s mainly because of that squaring of 4, which resulted from me not picking the STL outlier well.

by Florida Danny on Jul 30, 2010 10:44 AM PDT up reply actions  

A thought about this

is part of the problem running the models 10,000 times? I have to think that if you run any model that does predicting that many times you’ll come out with wildly varying numbers.

Of course you don’t want to run the model too few times, but too many times can be just as bad

Logic merely enables one to be wrong with authority

by smileyman on Jul 29, 2010 9:21 PM PDT up reply actions  

10k

simulations is pretty standard in this context. barring some major misspecification errors, i don’t think it’s the simulation that’s causing any perceived problems.

by Florida Danny on Jul 29, 2010 10:53 PM PDT up reply actions  

p.s.

it’s actually pretty obvious what their model’s problem is…but bill talks about it over and over again in part 2, so won’t spoil things here.

by Florida Danny on Jul 29, 2010 10:54 PM PDT up reply actions  

I should foward this info to a guy I know

He runs a football website.

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:02 PM PDT up reply actions  

What I learned

I suspect Bill is absolutely wrong about Brooks and we’re gonna let Lawson walk if he wants big money.

Gimme 1 round!

by ItBurnzWhenIP on Jul 29, 2010 3:45 PM PDT up reply actions  

I suspect that Bill doesn't know too much about Brooks in general

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:15 PM PDT up reply actions  

BTW, no one thought Chris Angel walked on water?

I could have sworn tossing the camera crew into the pool and having them constantly circle him while he wears a pair of sunglasses that could be used to see a different contrast was sorta a dead give away.

by bignerd on Jul 29, 2010 12:40 PM PDT reply actions  

agreed

he’s pretty bad when it comes to concealing how he does the trick. the one on the beach where girls appear out of nowhere from under beach blankets is pretty horrible too. the get-up his stand in uses to create the illusion that he’s running away is something out of a 4th-rate costume shop.

by Florida Danny on Jul 29, 2010 1:04 PM PDT up reply actions  

my own humble opinion

I won’t get into it across the range of Bill Barnwell’s responses there, (though the response to the subjective/objective specification question was notable in its being both cryptic and maladroit), let alone the yet more treacherous domain of the degree of humility he projects. What I will say is that their explanation for predicting mean reversion in the 9ers defense, and therefore (at least in part) abysmal performance for the team, isn’t remotely convincing.

Brooks did not play well last year because he got six sacks and forced four fumbles, he played well because he collapsed a lot of pockets and wreaked havoc on opposing defenses on passing downs when he was in there. Football stats fall out of a noisy process by which a player helps a team win by beating the guys in front of him, (or not), not vis versa. To assume Brooks’ contribution to 49er success last year was anomalous because his statistics may have been strikes me as a quintessential example of how models like these fail, (and were that Bill would’ve used the Brooks situation to acknowledge that a model that successfully explains some things can’t explain everything, rather than to question the prospects of a ‘reserve linebacker’).

If anything, I think a fairer prediction would be that Brooks contributes more greatly to the team’s success this year than last, as they will give him greater opportunities to do so, and as his confidence, experience and maturity is increased over last year now that he has a successful year under his belt. That is how these things work in the real world. Ditto with Goldson. Perhaps in FO speak the appropriate critique then is, ‘I think you underrate young defenses with key playmakers whom have promising but little experience in their respective roles’?

Bottom line is this: the niners went 8-8 last year and return all of their starters and key players, (the vast majority of whom are at or approaching their prime). Meanwhile, they have added a year of ‘continuity’ and some intriguing talent in the draft. Realize that the rest of the interview with FO is to come and all, but if this is the sum total of how they explain predicting that this team ‘will be last in the division and is as likely to win 3 or fewer games as 9 or more’, I’d stop payment on the check. The schedule is a fair point, but that only goes so far.

by BKisforSF on Jul 29, 2010 3:11 PM PDT reply actions   1 recs

except for the lack of humility thing, thank you...

for otherwise keeping your critique focused on substance this time. re humility, as i’ve said in response to other responses to comments, don’t worry. in part 2, i travelled the treacherous domain of the degree of bill’s humility for you. i don’t think there’s any way anyone will be able to read “no humility” in what he says…unless what he says really doesn’t matter to people.

by Florida Danny on Jul 29, 2010 7:37 PM PDT up reply actions  

oh, and before i go...

when you find fault with him doing this

question the prospects of a ‘reserve linebacker

just remember that my actual question to him verbatim was to provide his

general assessment of the prospects for these 2 players going forward in their careers.

he didn’t take the opportunity to respond the way you would have liked because i didn’t ask him to. maybe that’s my fault. i’m sure if this was more of a conversation than simply a back-and-forth exchange of e-mails, i would have used follow-ups to presse him harder on the whole goldson/brooks thing specific to 2010 because, like you, i think that’s where their model is most likely to fail. not to mention that FO themselves provided evidence that defense projection is where their model fails the most and the most consistently.

but again, he didn’t respond in a way that relates things back to their model because, well, i didn’t ask him to. from what he said at the beginning of his answer

I think there’s more to our expected regression than simply turnover rate, but I’ll address that.

we can infer he had more to say on the general subject of their defense projection than what i was specifically asking him to focus on.

by Florida Danny on Jul 29, 2010 7:51 PM PDT up reply actions  

This is the problem with Stats vs. Predictions

Statistics only measures what has already happened, not what will happen. This really struck me when I read the first paragraph and the part about “there is no clear-cut favorite” in the division.

For instance: Alex Smith’s DVOA can’t be very good if you’re factoring in his rookie year stats with his 2007(with three hurt starts). If you only take 2006 plus the ten games in ’09, you come up with something better.

However, what stats cannot take into account is how Smith plays with a 2nd year under Jimmy Raye. It cannot take into account how well Iupati and Davis will play as rookies. Statistics cannot tell us whether Alex Smiths’ newly expressed leadership will motivate anyone.

Coming to a likely outcome is different than a prediction. When i make a prediction, I’m taking into account my own personal opinion about what will happen and marrying it with stats. When you’re simply calculating based on this team’s DVOA vs. that team’s DVOA, likely gametime weather and other “proprietary variables,” that doesn’t mean that the team won’t actually perform better than their DVOA based on last year.

Stats are great for measuring what has happened. They’re not 100% reliable for predicting what will happen.

by Indiana Jim on Jul 29, 2010 3:20 PM PDT reply actions  

I'd expound on that

and say they’re not even close to reliably predicting what will happen.

by mr. instigator on Jul 29, 2010 3:36 PM PDT up reply actions  

you're wrong about stats

there are different kinds of stats: Predictive and descriptive.

Take baseball for example, a descriptive stat would be ERA – how many runs a pitcher allowed per 9 innings pitched. It does a very good job of telling us what happened, but it’s really bad at telling us what’s likely to happen in the future. We do know certain things though that help us predict what will happen. For example, we know that major league defenses allow hits on approximately 30% of balls in play with very little variance. We also know that on average, fly balls become home runs about 10% of the time. Pitchers have very little control over these two things, and being lucky/unlucky with balls in play and home runs can make for a large variance in a pitcher’s ERA. So baseball stats guys developed a different stat – xFIP, a predictive stat – which removes these variables from a pitcher’s performance. xFIP doesn’t tell us a whole lot about what happened in games past, but it tells us a whole hell of a lot about what we can expect moving forward.

Sharlon Schoop - de favoriete Nederlandse honkbalspeler van McCovey Chronicles.
You always have to be one step ahead of your drunk friends
--Daisy Owl

by Viliphied on Jul 29, 2010 4:26 PM PDT up reply actions  

But that's baseball--it's easily quantifiable

Football on the other hand—well models to accurately predict what will happen have yet to be completely developed.

Logic merely enables one to be wrong with authority

by smileyman on Jul 29, 2010 4:55 PM PDT up reply actions  

comparison between...

baseball stat analysis and football stat analysis in part 2. i’m really getting a kick out of most of the comments on here knowing that what he says in part 2 just basically throws cold water on the whole “FO thinks they’re the greatest football prognosticators since jimmy the greek” and “FO doesn’t understand that football isn’t baseball” and “bill barnwell is a pompous ass who thinks he’s actually the reincarnation of jimmy the greek” etc., etc., etc. i’m really hoping everyone comes back and says the same thing tomorrow. i mean, i directly present him with the fact of their inaccuracy, and then ask him to respond…and he doesn’t tap dance around the issue at all. although, i do wonder if the threshold is so high for some of you that it really doesn’t matter what bill says. it’s like, if he says, “hey everyone, we suck at projecting win totals,” which he basically comes close to saying in part 2, it really won’t matter to the people who really, truly believe what they believe about FO.

p.s. smileyman, i’m not saying you’re one of those people. just used my general “come back tomorrow” comment to make a more general reply.

by Florida Danny on Jul 29, 2010 7:18 PM PDT up reply actions  

true

I was just refuting the whole “stats can’t predict the future” idea. They can, it’s just that reliable metrics for football (and basketball, and hockey, and pretty much any sport where there’s so much teamwork involved) haven’t been developed yet, because, well, there are a LOT of confounding variables.

Sharlon Schoop - de favoriete Nederlandse honkbalspeler van McCovey Chronicles.
You always have to be one step ahead of your drunk friends
--Daisy Owl

by Viliphied on Jul 30, 2010 2:40 AM PDT up reply actions  

i really must be missing something...

when you, personally, predict something, what are you basing it on? i’d imagine you’re basing it on your identification of X,Y,and Z being important for whatever you’re predicting, and then relying on your past experience (aka memory) of similar situations to make your prediction. so when FO’s computer uses its memory and relies on the past experience of the entire NFL for 2 decades to inform its prediction, it’s not really a prediction because it’s stat-based? huh? tell me where my comparison is wrong here?

regarding “likely outcomes” do you expect them to just come straight out and say, “we are 100% certain that the niners will go 5.1-11.9 in 2010?” how does that make it more of a “prediction?” when i look outside and see clouds on the horizon, i say, “i think it’s going to rain soon.” if i said, “it’s definitely going to rain soon” based solely on clouds on the horizon, you’d call me a loon. if i flip a coin and you say, “i’m 90% sure it’s going to be heads” rather than “it’s going to be heads,” am i supposed to characterize either one as not being your prediction of the coin flip? one has a likelihood, the other doesn’t. both are predictions. even better, if a player calls the coin flip at the beginning of the game, but attaches a likelihood, do they just discount it because he wasn’t really “predicting the result of the coin toss” (assuming here that it’s not phil luckett doing the coin toss)? of course not. whether he says, “heads,” "heads, i think, “i think heads,” “90% sure it’s heads,” he’s still “predicting” the coin toss. it seems to me that what you’re defining as “prediction” is actually just a special case of likelihoods wherein the likelihood equals 100%. not 2 totally different animals altogether.

by Florida Danny on Jul 29, 2010 7:31 PM PDT up reply actions  

jesus christ...

i meant 6.1-9.9…sorry that was really bad.

by Florida Danny on Jul 29, 2010 11:24 PM PDT up reply actions  

I'm love/hate with FO.

I hate their predictions, and I’m not sure I dig the whole “this team certainly played better due to _ stat” when looking at them they clearly were not as good. But I do love the sheer number of things that are compiled. Like “Manny Lawson was __% in the league at stopping a play before it nets positive gain” etc, things like that – I eat that stuff up. I think, at the very least, FO is a good resource for stats and a great source of discussion for hungry bloggers.

And then God created Saturn... and he liked it, so he put a ring on it.
Twitter me and what not.

by Ninjames on Jul 29, 2010 5:37 PM PDT reply actions  

+1

Gotta love a woman that wear's knee pad's to work ...!!

by Edggy on Jul 29, 2010 5:57 PM PDT up reply actions  

i see Niners Nation finally got a favicon.

we’re a real website now!

When life gives you fruit, add a bunch of sugar to it.

by these3words on Jul 29, 2010 6:44 PM PDT reply actions  

We've had interviews with FO before too

Steve Young and Jed York as well.

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:16 PM PDT up reply actions  

Maybe Jerry Rice before too?

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:16 PM PDT up reply actions  

and no favicon until just now.

wow.

When life gives you fruit, add a bunch of sugar to it.

by these3words on Jul 30, 2010 1:02 PM PDT up reply actions  

Is there some kind of settings feature I can use to make it so Florida Danny’s posts are the only ones that show up on the front page? He is the only author I read on here and it’d be nice if I could clean it up a little.

Great work as always, I look forward to part two.

by Chimneyfish on Jul 29, 2010 7:20 PM PDT reply actions  

Click on his username

Select the “Blog” tab.
And you should see all the posts he’s put up.

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:17 PM PDT up reply actions  

Some thoughts

I’m really not buying the whole “The 49ers defense is going to regress back to average” thing yet.
I mean, their reasons for such a prediction are Dashon Goldson and Ahmad Brooks…What?

Sure Goldson probably won’t have another 3 INT, 3 FF, 2 Sack season. But he could end up with 5 INT, 1 FF, 1 Sack and maybe this season he won’t miss open field tackles on Greg Jennings.
Who cares if he doesn’t force 3 fumbles? Open field tackles that prevent TDs are important too.
So he’ll probably improve, not regress (as any young player should do).

As for Brooks, Bill refers to him as a reserve. Well guess what? He’s not likely to remain a reserve this season. Even if he doesn’t start a single game he could still see more playing time than Manny Lawson or Parys Haralson as a “reserve”. It’s ridiculous to cite this as a reason for Brooks regressing:

only seven players in the past 20 years have five or more sacks as a linebacker without starting a single game

Yeah, how many of those linebackers were getting more playing time than the starters?

Maybe if they said: Nate Clemments was old and was going to continue to regress, Spencer’s season was an anomaly and he’d fall back down to earth this year, Michael Lewis’ would be exposed in coverage, Justin Smith can’t continue to put up his monster seasons for three consecutive years, or even that Aubrayo Franklin would regress.
But Brooks and Goldson? Come on.
Note: I’m not saying that any of the above things will/should happen. But that, if they could be backed up by FO stats, they would make more sense than their current arguments.

I also don’t like how he says that Anthony Davis isn’t ready to be a staring NFL offensive tackle. I kind of agree with him on the subject, but I sure hope they’re not using that opinion to back up their “predictions”.

As for the question that he skipped regarding past criticisms:
He’s been doing a lot of interviews and I don’t expect him to answer every single question in detail.

Advice for the future?
Maybe you could make this a live interview so you could ask follow up questions.
It would have allowed you to grill him on the Brooks/Goldson/Fumbles nonsense.

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 29, 2010 9:40 PM PDT reply actions  

that's a lot to respond to, but...

main thing is that i agree with everyone who’s said the brooks/goldson answer is lacking. it’s where i think things kind of go off the rails argument-wise. i think the framing of my question makes that obvious enough. of course, i actually have a different critique about the brooks/goldson thing. even you accept FO’s argument that goldson regresses somewhat in turnover productivity, who’s to say that some other player besides goldson picks up the turnover slack? i mean, ok, goldson doesn’t duplicate the 3 INT, 3 FF season. but let’s say he has 2 & 2, or hell, 1 & 1. you’re telling me that the other 10 guys on the field can’t make up that 1 or 2 turnover dip? i love FO & all, but that seems kind of a bit far-fetched to me. and that’s not withstanding the fact that, in the FOA chapter, doug compares goldson to walt harris in terms of musing about a potential one-year wonder on SF. now, that just makes no sense whatsoever, and was really the basis for me harping on the 26 years old thing in my question.

by Florida Danny on Jul 29, 2010 11:03 PM PDT up reply actions  

in other words...

teams duplicate stats every year regardless of whether individual players do. once you aggregate up to the team level, it’s very easy for one player’s improvement to cancel out another’s regression. a perfect example of this is parys haralson. after 2008, when he had 8 sacks as a part-time pass rusher, FO would have predicted him to regress given bill’s argument. and they would have been right. haralson dropped all the way down to 2.5 as a starter. my point is, so what? when you aggregate up to the team level, the defense went from 30 sacks in 2008 to 44 in 2009. in other words, the team got waaaaaaaaaaay better even when you accept the fact that my theoretical FO-predicted regression for haralson came true. or, to put it even more succinctly, whether or not FO was right, it doesn’t matter that haralson regressed in 2009 because the other 10 guys on the field more than made up for that regression.

by Florida Danny on Jul 29, 2010 11:11 PM PDT up reply actions  

Did you get this accross to Bill?

It was kind of implied within the question, as you mentioned.
But he didn’t seem to grasp it, IMO.

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 30, 2010 10:26 AM PDT up reply actions  

this is...

definitely one of the places where i should have followed up. however, i just figured everyone would focus on the fact that he’s putting goldson in the company of hall-of-fame caliber safeties, and be satisfied. if i would have known it was going to be such an issue with everyone, i would have definitely followed up. maybe i’ll get the chance to sometime.

by Florida Danny on Jul 30, 2010 10:52 AM PDT up reply actions  

It's allright

I sure hope Goldson never finds this interview though.
It’ll give him more of a reason to demand a big contract. He had elite stats last year.

Although I really didn’t think he was that good (that missed tackle on Greg Jennings really pissed me off and he was partially to blame on the long Roddy White TD too).

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 30, 2010 5:17 PM PDT up reply actions  

FO is a bunch of


Frauds!

There I said it; and I stand behind my accusation 100% (+/- 30%) based solely on my own subjective irrational perspective of being a 49er fanatical.

I love reading FO threads, they provide much entertainment for myself. I also agree with bignerd because his postings align the closest to mine own thoughts on the subject at hand. I should also write a strongly worded letter to FO HQ explaining how they should just shut their doors and give up. Because 98% of NFL fanatics couldn’t care less as their own perspectives are completely skewed on the basis of being a fanatical, which is a discriptive word used to reference such people with said skewed perspectives. I seriously doubt that FO will ever be able to persaude us fanatical individuals into actually believing them fully, granted some purchase their analysis and find much insight into the information they present.

But let me ask any of you this…..

If you truly believe in FO and how that rate the 49ers in being the lowest NFC west in regards to wins, how are you even a 49er fan?

by danknerd49 on Jul 30, 2010 9:49 AM PDT reply actions  

Funny comment

But

If you truly believe in FO and how that rate the 49ers in being the lowest NFC west in regards to wins, how are you even a 49er fan?

I’m pretty sure that everyone on here disagrees with FO when it comes to their 2010 49ers season prediction.
Danny just likes a lot of other things that FO does.

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 30, 2010 10:28 AM PDT up reply actions  

You are most likely right :)

by danknerd49 on Jul 30, 2010 10:34 AM PDT up reply actions  

+1

anyone who even entertains that idea that i agree with FO’s win prediction for SF is sorely mistaken. of course, that would take actually reading the comments i’ve posted on this thread about exactly what i don’t like about it, and where i think it’s most likely to fail. alas.

by Florida Danny on Jul 30, 2010 10:47 AM PDT up reply actions  

I would like to know

How many games do you think the 49ers win this season.

I say 9-10

What we've got here is a failure to communicate.

"I'm just like you, but 10 times better"

by chikmagnet_565 on Jul 30, 2010 5:24 PM PDT up reply actions  

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