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Sunday, March 20, 2011

Tangotiger v “longtime sportswriter and editor”

By Tangotiger, 11:48 AM

A longtime sportswriter and editor sent me an email, and we had a very cordinal and I think productive email exchange.  This is the first time I ever interacted with this person.

The regular readers here may not benefit from this exchange, but others might. 


[longtime sportswriter and editor] writing to you, the creator of the WAR model, because I am writing a column for… in defense of good old-fashioned Wins as a stat. Yes, I know, it’s inexact and subject to luck and run support, but I do have this feeling that seamheads have gone a little too far in their dismissal of it. (… readers recently voted it the most overrated stat in sports.)…

Thanks very much for contacting me. I will intersperse my comments below, and then provide further considerations for you…

Granted, I’m old school. But I still feel as if Wins is the meta-stat, the number that all other numbers are meant to predict, which is why WAR is so…

Right, the currency, in all sports, is wins. Anything that is win-based is the most appealing. If you can’t get wins, then you want runs (or points or goals depending on the sport), which is the building block of wins. If you can’t get runs, then you want bases and outs. Which is why things like OBP are necessary. But, yes, if we can get wins, that’s what we want.

… compelling. It’s not just King Felix’s Cy Young that bothers me; it’s the prevailing opinion that Wins is just a matter of happenstance. (Almost…

In a season, things don’t cancel out. In a career, they may cancel out to a large degree. For example, Felix’s batters are taken from the same pool of hitters in 2010. But over his career (2005 to say 2020), he’ll have had a varied group of hitters. His fielders in 2010 are taken from the same pool. But over his career (2005-2020), his fielders will cancel out. His bullpen in 2010 are taken from the same pool. But over his career, he’ll have had a random set of relievers.

This is why career wins and losses are more powerful than seasonal wins and losses. At the career level, alot of the things that influence wins will cancel out from the pitcher’s perspective. (Not always. Whitey Ford I think comes out with a great set of hitters over his career.)

At the seasonal level, well, they don’t cancel out. In any single game, responsibility for the game is split 50/50 between offense and defense. Defense is split between pitchers and fielders. And pitchers are split between starters and bullpen. So, in any single game, the starting pitcher would have say one-third of the influence for a game.

The problem is that we then assign a full win or a full loss to the one guy who is responsible for about one-third of the game, and the other 8 to 24 guys are given ZERO wins credit.

… everything in baseball has an element of luck!) And taken over the longer sampling of time, Wins does indicate the true worth of a pitcher. That’s why Early Wynn (nice name) is in the Hall of Fame and pitchers with much…

Right, for a large part, I agree with you, because of the way I described it above.

… better career ERAs and WHIPs are not. Another of my points is that Wins actually embraces such pitching intangibles as pace, tone, confidence, stamina and intelligence. There are also certain pitchers who inspire their teammates to play better. Finally, and this rationale needs a little…

That is not a true statement. You haven’t proven it, but rather asserted it. Imagine you are a college professor, and a student of yours says “Felix Hernandez does not inspire his teammates”. Would you accept that at face value? Or, would you demand evidence, and that a strong logical rational case be built for it? We demand alot from investigative reporters, with facts, evidence, supporting evidence. Is it too much to ask we demand SOME evidence with the sports reporters?

… work: In an age when we wish people were more responsible and accountable, why are we shying away from giving credit where credit is due, to the pitcher who is shouldering the biggest responsibility for his team’s fortune....

Right, the pitcher is the most responsible for a game. But, he’s only one-third responsible. If Felix loses a game 2-1, he shares virtually none of the reason for the loss. If he loses a game 12-11, he shares virtually all of the reason for the loss. It’s not a binary decision in reality, because the reality is that games are not so extreme. And so, the idea to give a full credit of win and a full credit of loss to one player (the most high profile player granted), and none at all to the rest of the team is something that is specific to baseball in the entire world of sports.

Sometimes you see that with QB and they track it in hockey, but in neither sport is it revered, because it is understood that those players make up a part of the team, not the whole team. The goalie is one-sixth of the players on the ice, the QB is a major part of the offense, but the offense is half the game (or less if you include specialty teams).

… You may not be buying any of this, which is fine. But don’t you think the devaluation of Wins has gone a little too far? Do I have any kind of point?…

Well, I’m not buying it because you are completely ignoring the context of the win, and then ascribing a meaning of the win in a vacuum as if the context is irrelevant.

For example, Tim Raines and Rickey Henderson did not have alot of RBIs when they batted leadoff. Is this because they did not bear down? Or, is it because they were leadoff hitters and did not have the opportunity? Shouldn’t you be aware of the context, and make an adjustment based on the context? Or, do we simply look at their career RBI and let it stand there as if it means something without context?

Data is data. It’s meaningless, completely meaningless, without context. Est-ce que tu comprends? That’s French. If you don’t speak it, then those strings of letters are meaningless to you. You need to understand the context. Letters and numbers can’t just stand there as if they are pure. And we can’t simply pretend that a 13-12 record for Felix (or Jered Weaver) actually represents 100% of what they did.

The reality is that there isn’t a single GM and a single fan that would look at the 13-12 record of Felix and Weaver and then somehow pay them less because they were 13-12. Felix and Weaver before 2010 would have gotten a 20MM$+ contract on the free agent market, and Felix and Weaver after 2010 would get a 20MM$+ contract as free agents. And so, exactly how are we helped knowing they went 13-12, if our opinion of them hasn’t been changed at all? Indeed, their performance in 2010 has helped us in reassuring us that they are two of the best pitchers in baseball. And if they continue to go 13-12, with an ERA under 3 and IP of 220+, we will continue to think they are two of the best pitchers in baseball.

Thank you very much. Now that you have hit some of my long-held beliefs off the fence, I may need a little time to recover. But I am grateful nonetheless. You have been a big help in getting me to think more clearly about this. I now see that the orthodoxy of Wins is worth challenging, though I would still argue that the vehemence against it is too strong....

All metrics have value. It’s not like it’s all random. There’s a reason for the 13-12 for Felix and Weaver.

The “vehemence” is that those we argue with don’t even want to consider the context. They simply say “13-12!”. Given that someone doesn’t want to be educated, doesn’t want to look at the facts of run support, actively argues against the idea of run support, we have no choice but to them dismiss the metric.

The supporters of the metric are in an all-or-nothing mode. If the proponents would simply agree that it is heavily biased at the seasonal level, and alot (but not all) of the biases wash away at the career level, then we wouldn’t have a problem. Basically, if the proponents simply acknowledged the facts. That’s all we ask. Agree on facts. But facts get in the way of preconceived opinions. For some people, it’s admitting defeat. For others, it’s an epiphany, that they actually learned something and are grateful.

Wins (at the seasonal level) have *some* value, as a tertiary stat. Good for a tie-breaker. Wins at he career level have alot of value, as a secondary stat.

But your well-articulated counter-argument against the subjective assessment of a pitcher who might “inspire” (bad choice of words on my part) is still something I have trouble with, and here’s why. There is an element of baseball, most team sports really, that can’t be measured. For want of a better word, it’s “chemistry.” You can’t readily summon the facts or the evidence of mojo, one way or the other, but it is there. Even that hypothetical professor might acknowledge that the atmosphere in one class is better than it is in another, and it has to do with the vibe in the room. (Chemistry, mojo, vibe‹all seem inadequate, but they do try to describe something very real.)

I won’t use experience to claim superior knowledge‹the game still mystifies me‹but I have seen a lot of examples of teams with more talent losing to teams with better chemistry, of teams losing a great but selfish player that ended up the better for it, of games turning on good and bad emotional pivots, of some teams giving up and others rallying when faced with adversity. What I’m saying is that there are perceptible but immeasurable components in baseball that do affect games. And one of them is how the team feels about the guy who gets the ball.

I agree completely that chemistry or some other intangible undefinable characteristic exists.  The only issue is how one LOCATES this trait.  And no one has shown the evidence that it can be located based on his team’s run support, that somehow a pitcher who inspires more confidence or whatnot will get his team to score more, field better, or get better bullpen support. 

And of all the pitchers in baseball, wouldn’t Felix be one of the guys that would inspire confidence?  The argument would be better with someone like say Kirk Rueter who managed a great won-loss record despite average stuff.

Regardless though, what you have is a hypothesis.  It’s not a valid thesis until you can provide non-cherry picked evidence for it.

#1          (see all posts) 2011/03/20 (Sun) @ 14:14

Nice interview.  I think you made some progress.

His argument about chemistry...It’s like arguing over who’s a better politician.  If you like someone, then they are good for chemistry and vice-versa.  And chemistry is certainly not about being a good person, on or off the field - we have the 1986 Mets, 1970s Flyers and A’s and a litany of other teams of a-holes to point to in that regard.


#2          (see all posts) 2011/03/20 (Sun) @ 14:45

I really do sympathize with folks like this. I grew up with computers, loving math class, and a logical mindset when dealing with things in life - and I feel that many/most who populate the advanced stat community are generally cut from the same cloth.

Folks like this sportswriter live in a different world. One where narratives are life, sports are season or decade long stories, and baseball is one of the greatest stages. What we do here, and (I guess) the definitive tone that use to talk about and dissect baseball offends these people. It’s like telling someone that Santa Clause doesn’t exist - or that he exists, but really, he outsources his present making to China, and his deliveries to UPS. There’s an answer for things that we see in baseball that sometimes contradict these beautiful stories, stories that are everything to these people.

Sometimes I get angry when I read guys like read Murray Chass, or that chump that Poz wrote about a few days ago from San Fran (I’d rather forget his name forever), who write such venomous pieces about what we do with our spare time. I think what they don’t realize is that we’ve loved the game our whole lives, exactly like they have, but our perspectives or life experiences or they way we think about problems (not sure how to say it) drives us to understand the game as completely as we can. We don’t have a problem thinking objectively, when completely understandably, they have a much harder time letting go of what they have believed for so long - they have a vested interest in seeing the game as a string of narratives.

I think the biggest point that these writers miss is that we don’t ignore the human element. We acknowledge the huge amount of factors that go into something like a players “value” to a team, or contribution to a win. All we try to do is quantify as much of it as we possibly can, knowing that there are all of those human elements that we’ll likely never be able to sum up nicely on a spreadsheet.

In the end, as time goes on, more and more fans will understand the game of baseball. It was always a point of pride to me growing up. Coach would say “I don’t care what happens out there today, guys - bad throws, missed catches, strikeouts. Just don’t make any mental mistakes. Know the situation.” Understanding baseball was always what made baseball special, and that’s all we try to do.


#3    KJOK      (see all posts) 2011/03/20 (Sun) @ 14:57

I just saw this factoid:

“The Braves’ Tim Hudson has a 165-87 record that is identical to the career record of Sandy Koufax.”

A good question for a ‘wins’ proponent would be whether they believe Tim Hudson is as good as Sandy Koufax.


#4    Mick Doherty      (see all posts) 2011/03/20 (Sun) @ 15:11

Terrific piece. One minor suggested edit. Where you say:

If he loses a game 12-1, he shares virtually all of the reason for the loss.

Really, you mean “If he loses a game 12-11, ...”

In a 12-1 loss, the beaten--up pitcher shares blame with the ineffective offense. In the 12-11 loss, the productive offense shares NO blame with the pitcher. (That’s not to mention the defense if nine of the runs are unearned or something, but that’s picking TOO many nits.)


#5    Tangotiger      (see all posts) 2011/03/20 (Sun) @ 16:32

Mick: d’oh.  I’ll fix that. Thanks.


#6    NaOH      (see all posts) 2011/03/20 (Sun) @ 16:57

In regard to things like chemistry, Phil just posted a great piece on the differences between practicing science and practicing wishful thinking.

http://sabermetricresearch.blogspot.com/2011/03/psychology-should-be-your-last-resort.html


#7          (see all posts) 2011/03/20 (Sun) @ 17:38

’fess up. You invented that guy. I kept expecting some kind of “Thank you for shepherding my wretched soul from the dark of my total ignorance into the shining light of your wisdom.”


#8    JD      (see all posts) 2011/03/20 (Sun) @ 19:24

Re: chemistry -

Two points I like to make here. One is that chemistry and all that other hard-to-define stuff can certainly be there. In fact, it must be; however, guys like Tango have done a lot of work to basically figure out, like, 99% of what eventually leads to wins (maybe it’s not 99%, and there are certainly areas of refinement and even new areas to explore). Even if we only know 90%, we still know *ninety percent* of what makes good players good. These extra little mysterious components simply can’t make up a significant part of the equation because we already have all those other parts.

Or (maybe and?)… we already account for that stuff. If chemistry and all that jazz is a consistent skill of some kind, it’s in the numbers. If Felix being a good guy counts for something, then it’s part of why he strikes out more guys and gives up fewer home runs, is it not? Sure, we might be calling it “talent” when it’s really “Talent+intangible,” but I don’t think the distinction really matters.

I often find that people often say “intangible” when they’re actually describing something that can and is quantified, but they just didn’t know it.

A quick related point: I once convinced a friend of the effect of one player on his teammates. When Darin Erstad went to the White Sox, he was so excited by how Erstad’s hustle would help. I admitted that Erstad’s style probably made him the best player he could be, but I asked how it made others better. How many balls did Jermaine Dye (who played RF alongside him) catch because Erstad is grindy? How many more stolen bases did another player have? How many more hits?

I really think some people can be converted, but it’s really hard when they think they’re told “Everything you believe is wrong.” Nobody wants to hear that.


#9    William O'Brien      (see all posts) 2011/03/20 (Sun) @ 19:44

The whole “inspire” thing seems really short-sighted.  Did something happen between 2009 (19-5) and 2010 (13-12) that caused Felix to no longer be able to “inspire” his teammates despite the rest of his numbers being so similar?  Or did his teammates simply perform that much worse?  Seems pretty clear cut to me.


#10    Devon & His 1982 Topps blog      (see all posts) 2011/03/20 (Sun) @ 19:52

Good stuff. My favorite part is the French sentence. You mentioned the letters in it, but that got me thinking it’s more like - which word in “Est-ce que tu comprends?” should be given credit for that being a sentence? Should it be “comprends” or the pronoun? Or another word?

Never thought of that before.


#11    Mark      (see all posts) 2011/03/20 (Sun) @ 21:30

Sorry, this isn’t related to this topic, but Tango, I was able to see too many articles from batting runs’ tutorials to DIPS theory primer to other sabermetrically-related articles in your web page, about 1 year or so ago.

It was many, many articles, but I can’t find out those now.
IIRC, those was included in Top Pages or “articles” category, not “blog” category.
Is those articles gone? Or moved?
While some are read in “articles” category now, but I suspect it had much more articles…
Couldn’t I read those now?


#12    NaOH      (see all posts) 2011/03/20 (Sun) @ 21:46

Try this, Mark.

http://www.tangotiger.net


#13    MGL      (see all posts) 2011/03/20 (Sun) @ 21:46

I have no patience for these discussions and these guys.  I am glad that Tango and others do, I suppose. I don’t mind ignorance (I am ignorant of 99.9% of the knowledge in the universe).  It is stupidity that I don’t care for.  If I am discussing quantum physics with a physicist, I will be ignorant.  I will not know or understand just about everything he would be talking about.  But I am not stupid!  I wouldn’t even think of arguing with him about anything related to quantum physics.  I would be a complete moron if I did.  I realize the difference (or at least one of the differences) is that these guys think they actually know about quantum physics (baseball), and also that they don’t recognize or understand that sabermetrics is a scientific discipline, like physics.  So it makes it more difficult for them not to be stupid.

Anyway…

Tango has written or alluded to this before (actually all the time), but it is brilliant!

That is not a true statement. You haven’t proven it, but rather asserted it. Imagine you are a college professor, and a student of yours says “Felix Hernandez does not inspire his teammates”. Would you accept that at face value? Or, would you demand evidence, and that a strong logical rational case be built for it? We demand alot from investigative reporters, with facts, evidence, supporting evidence. Is it too much to ask we demand SOME evidence with the sports reporters?

All of you should memorize this when you are arguing about some baseball or sabermetric principle with one of these jackwagons.

The corollary to the above, which is equally important with respect to sabermetrics is this:

Sabermetrics is insights, answers, and theories about baseball that are based on evidence and sound, scientific logic.  That could be team “chemistry” and it could be UZR.

Like any other science, sabermetrics makes mistakes and sabemetrics proposes theories that have some degree of uncertainty attached to them.  If it were not for mistakes and uncertainty, science would not advance.

If there is anything proposed by sabermetrics or sabermetricians that is “disliked” or disputed, everyone and anyone is free to support that notion with equally (or better) sound, scientific evidence and logic!  As Tango says, if it is disputed with empty assertions, sabermetricians and everyone else have a right, and in fact an obligation, to ignore them, or at least to ask for (scientific) evidence (as opposed to unscientific anecdotes, cherry-picked data, etc.) to support them.

By the way, please don’t routinely ask a poster to provide evidence for everything that he or she asserts. That is not what Tango means.  At least that is not what he should mean.  What counts is that evidence exists somewhere.  And some things are so obvious or should be (at least by subject matter experts) that they don’t need direct evidence to be deemed true.

I don’t know who this guy is that Tango is speaking with, but to some extent he sounds intelligent and open-minded.  To another extent he sounds like the typical jackwagon…


#14    Mark      (see all posts) 2011/03/21 (Mon) @ 04:29

#12 NaOH
Oh, thank you very, very much!!
This is what I’ve been looking for.


#15    Brian Cartwright      (see all posts) 2011/03/21 (Mon) @ 05:15

MGL/13 - Like when Murray Chass writes that this new books says that Voros does know anything because DIPS is easily disproved.

OK, then show me how to disprove it! (Don’t know if I want to give them my money to read it though).


#16    Rally      (see all posts) 2011/03/21 (Mon) @ 09:44

"and also that they don’t recognize or understand that sabermetrics is a scientific discipline, like physics.”

Baseball is nothing like quantum physics.  Most sabermetric principles are not hard at all.  Which is why it can be so frustrating with some people.  If I’m ignorant about physics it’s because I haven’t studied it.  To be so ignorant about pitcher wins, for someone who apparently has a lifetime of experience with baseball, takes willfull ignorance.

While Tango may be right about a pitcher being responsible for 1/3 of the game, that takes a bit of time to derive.  What is simple is this:

1. Baseball is 50% offense, 50% defense.
2. A pitcher (especially in the AL with DH rules) has no impact on offense.  So he’s down to 50% at most.
3. How much impact do the 8 fielders have?  At the very least can people accept that having Ozzie Smith play shortstop will save you more runs than Adam Dunn playing shortstop? 
4. If so, then even the most minimal impact of defense means that the pitcher is responsible for less than 50% of the end result.


#17    Drewggy      (see all posts) 2011/03/21 (Mon) @ 10:05

The reality is that there isn’t a single GM and a single fan that would look at the 13-12 record of Felix and Weaver and then somehow pay them less because they were 13-12. Felix and Weaver before 2010 would have gotten a 20MM$+ contract on the free agent market, and Felix and Weaver after 2010 would get a 20MM$+ contract as free agents. And so, exactly how are we helped knowing they went 13-12, if our opinion of them hasn’t been changed at all?

That’s my favorite part of the entire interview. When shown this, how anyone can then ascribe any value to pitcher single season win totals (other than aesthetic) is beyond me.


#18    mettle      (see all posts) 2011/03/21 (Mon) @ 11:59

2/13 et al.

I think the unfortunate fact is that the human element *is* essentially ignored in a very explicit way. In every model I’ve seen, it’s treated essentially as part of the *error* term. There’s a general assumption that if you can’t show something to be (significantly) true, it’s not even worth talking about. I’ve heard that phrase here many many times.

That’s totally fine for science; the math/science angle of baseball is certainly an exciting and fun dimension - our favorite in many ways.

But there are other dimensions - the art of baseball and what might be called the religion of baseball - a useful phrase because of the analogical relationship between science and religion. I don’t think the faith of a single religious person has ever been swayed by the absence of evidence of god. And some people tend not to be moved by the beautiful formulas that explain the universe in the same way they are by the idea of a god.
And with respect to art, I think a universal philosophy aesthetics has been stuck in neutral for hundreds of years of philosophy; go to an art gallery and try to find rationality.

So, even as our understanding of sport gets more and more intricate, complete and complex, this dichotomy will persist, and there will always be people looking for explanation outside the numbers.


#19    Tangotiger      (see all posts) 2011/03/21 (Mon) @ 12:09

There’s a general assumption that if you can’t show something to be (significantly) true, it’s not even worth talking about. I’ve heard that phrase here many many times.

I think that’s a distorted view of what we talk about around here. 

We agree that chemistry and other intangible traits exist.  The problem is how do you find it so you assign value to that? 

“If the Yanks lose Mariano Rivera, they will be in such a hole, the team is going to panic when they get to the 8th inning!”

I’ll take that as an assumption of fact if someone were to utter it.  That the team will react negatively if Rivera is out for an extended period of time.  That it may even lead to anarchy.

Now what do you do with it?  What do you with this fact? 

These intangibles have to have a tangible effect in the end: it has to cause a cascading change in wins.  If it doesn’t, then it is totally irrelevant.

So, I’m agreeing that it will have a tangible effect.

How do you value that? When Joe Nathan went down, did you rush to bet the under on the Twins?


#20          (see all posts) 2011/03/21 (Mon) @ 12:22

Re JD/8:

Two points I like to make here. One is that chemistry and all that other hard-to-define stuff can certainly be there. In fact, it must be; however, guys like Tango have done a lot of work to basically figure out, like, 99% of what eventually leads to wins (maybe it’s not 99%, and there are certainly areas of refinement and even new areas to explore). Even if we only know 90%, we still know *ninety percent* of what makes good players good. These extra little mysterious components simply can’t make up a significant part of the equation because we already have all those other parts.

I’ve seen an argument like this one put forth many times, and I have a very hard time buying into it.  We’ve quantified so little of what makes players good.  Why is/was Stephen Strasburg so much better than Kyle Farnsworth?  Why was Stephen Strasburg able to transfer his college success into success at the major league level and Luke Hochevar and Andrew Miller have not?  Why did Stephen Strasburg get hurt? Etc.

If you’re simply arguing that we know pretty well how bases and outs translate into runs and how runs translate into wins, I’ll agree with that, but in applying our knowledge to player evaluation, particularly forward-looking player evaluation, we have a long way to go.


#21          (see all posts) 2011/03/21 (Mon) @ 13:31

Agreed, Mike.

Similarly, I’ve always thought that the chemistry and psychological parts of the game matter when it comes to DRAFTING players and promoting them through the lower minors. 

Once a player cracks the majors, his psychology or intangibles seem to matter less....if he put up the numbers he did to get there in the high minors, clearly they’re not a problem.  But if in Low-A a guy is an absolute problem in the clubhouse, he may not make the majors, even if his physical talents are good enough to be at least a slightly above replacement level player (Players who are dominant who have bad intangibles in the minors probably still get promoted).


#22    Sky      (see all posts) 2011/03/21 (Mon) @ 14:17

Trait X might be exceptionally important. And it might be really hard to detect with current objective methods. That doesn’t mean it doesn’t exist. **But it also doesn’t mean your subjective method is anywhere close to getting it right.**


#23    mettle      (see all posts) 2011/03/21 (Mon) @ 14:22

19/

I think we’re in agreement, but there should be a space for discussing things that (might) affect the game that can’t (currently) be quantified.

Obviously, this site shouldn’t be that place; sometime you can be a bit harsher than necessary on folks who do such musing without any data to back it up. I personally don’t care; others seem to; it’s your house in the end.


#24    Tangotiger      (see all posts) 2011/03/21 (Mon) @ 14:36

Sure, discuss away.  Feel free to rank from #1 to #900 the players based on their intangible qualities, in terms of their eventual tangible impact to their team winning (over and above their actual own performance, since that’s ALREADY accounted for in their stats). 

I’ll even get you started:
#1: Jeter
#2: Pedroia
...
#900: A.J.

Now, over and above their tangible qualities (i.e., their stats, their physical tools, things we can measure), how much win value do you want to give Jeter and A.J.?  You want to give Jeter +0.5 and A.J. -0.5?  That’s fine.

What would be the standard deviation of these 900 players?  One SD = 0.1 wins, maybe 0.2 wins?  That’s cool with me.

Do that FIRST.

Now, after you have done all that, add that intangible figure to a player’s tangible number, and give me the final total.

What will you find?
Barely no changes.  Tangible baserunning has more impact than intangible whatever.

Now, ask someone else to do the same.  What will you find. Little correlation.  Get 20 baseball fans to do it, and give me back the results.  Average it out.  One SD will be something like 0.05 wins.

You see where I’m going?  Forget the mumbo-jumbo talk about intangibles.  Do something about it.  And after you’ve done trying, meet us over at the bar to watch the game instead and accept that if you can’t estimate it, then it makes no sense to consider it.

We don’t dismiss intangibles because we can’t measure it.  We dismiss it because we have no way of estimating its impact at the player level.


#25    dq2      (see all posts) 2011/03/21 (Mon) @ 15:30

"Tangible baserunning has more impact than intangible whatever. “

I’ll play a bit of a devil’s advocate in this one. I don’t think there’s enough evidence to support this, and here’s why. Right now you’re talking about intangible whatever as an effect not already measured in a player’s performance. And while I agree with you that anything we can’t already measure is going to have an insignificant effect on overall wins, what if our measurements already contain the effects of “intangibles?”

We can accurately measure a player’s performance on the field through frameworks like WAR, but we can’t always rationalize a large change in true talent level. Jason Vargas was projected to be around a replacement-level starting pitcher last year (ZiPS had him at a 4.98 ERA). This year, he’s projected to be around 2.5 wins. We can measure WHY Vargas improved (he developed a killer change-up), but we can’t measure HOW.

There were reports circulating that Cliff Lee was the reason Vargas developed his change-up so well. I have no way of knowing what actually happened, but it’s an interesting idea to consider. Tango, do you believe that a player’s off-field “intangibles” can contribute to his teammate’s performance?


#26    Tangotiger      (see all posts) 2011/03/21 (Mon) @ 15:40

I said this:
(over and above their actual own performance, since that’s ALREADY accounted for in their stats)

And I said this:
Now, over and above their tangible qualities (i.e., their stats, their physical tools, things we can measure),

***

Otherwise, every single human being on the planet is nothing more than a combination of his physical tools and his intangibles.

I’m defining intangible as those things that are manifested over and above what his production numbers are.  Because, who cares how much Pedroia’s numbers are 50% intangibles and 50% physical and ARod is 10% intangibles and 90% physical?

***

The one place we would care about is if intangibles leads to longer careers.  That would explain say Craig Counsell and Willie Bloomquist.  And why it leads to shorter careers like Lastings Milledge.

***

So, before we can have this discussion, let’s agree that when we talk about intangibles, we are talking about those things that we cannot directly measure as attributable to that player, but that somehow his team gets the benefit indirectly.


#27          (see all posts) 2011/03/21 (Mon) @ 15:45

One of the most frustrating aspects of this debate is how inane it is on an actual baseball level. We already have the arbiters of the discussion — major-league GMs — and a general consensus has been formed, one that incorporates both the benefits of advanced statistical analysis and some of the softer methods of analysis that are more difficult to isolate and identify in a consistent and predictable fashion. Sure, there’s quite a bit of variation on a team-to-team basis, but when assessing the industry as a whole, it appears to me that the ratios are generally about right when it comes to the composition of the baseball decision-making process. And the environment is a varied enough one in which players of all stripes have more than a fair chance of continuing employment, if they bring something to the table of value.

I’ve long wondered why sports writers feel, somehow, that the Erstads of the world have been harmed by statistical analysis, because they clearly haven’t been. Eck, Jason Kendall and Garrett Anderson all stuck around long after their contributions to the team were well below replacement level. Obviously, the teams they played for valued — properly or improperly, it doesn’t matter — them for their intangibles, or grit, or whatever. Does Bruce Jenkins believe that statheads screwed Erstad out of money? Is Murray Chass willing to say that the MGLs of the world have caused Eckstein’s tiny, pale children to starve? On its face, any such statement seems ridiculous when you realize just how long Erstad and Eck continued playing, and being signed to seven-figure deals, despite low batting averages, runs, stolen bases, etc. ... in essence, failure to achieve even a modicum of success in the statistics that are still acceptable to The Defenders of The Game.

I feel bad for some Arizonans (a group of which I’m an active, dues-paying member) who, despite what they claim to the contrary, support bills like SB 1070 because they’re fundamentally terrified of living in a world in which their inability to speak Spanish will cost them money and ease of movement through society. I feel bad for them because it’s hard to learn a second language in your later years. But it’s no excuse to lapse into the ad hominem against pantomime villains in that situation, nor is it one in baseball. I suspect Chass’ unmitigated hatred of guys like Voros McCracken exists in no small part because Chass is now an outdated model the NY Times no longer wished to employ. I also wonder from which room in his house he now blogs.


#28    MGL      (see all posts) 2011/03/21 (Mon) @ 17:35

"Eckstein’s tiny, pale children...”

That’s one of the funniest things ever uttered on this blog!


#29    J-Doug      (see all posts) 2011/03/21 (Mon) @ 18:25

In response to Mike Fast/20:

If you’re simply arguing that we know pretty well how bases and outs translate into runs and how runs translate into wins, I’ll agree with that, but in applying our knowledge to player evaluation, particularly forward-looking player evaluation, we have a long way to go.

I agree with this generally, but “long way to go” is (sort of) a relative term. If we’re comparing our models to most physical sciences, then yes our models don’t explain to much. But as a social scientist, I can tell you that sabremetric models on player performance (I know that’s not the same as development) are pretty darn good.

I think of sabremetrics as a social/behavioral science, since most of what we’re measuring is behavior and structurally influenced outcomes. We shouldn’t get carried away with our progress and get complacent, but we should also recognize that we’re already doing as good a job as most political scientist and economists are doing with their subjects of interest.

Compare the R^2 values of our most referenced models for a crude comparsion.

In another sense, no science is ever complete, so of course we have a long way to go. Every scientist does, and every scientist always will.


#30          (see all posts) 2011/03/21 (Mon) @ 18:43

J-Doug/29, instead of “long way to go”, perhaps I should have said “much more possible.” I was certainly not intending to dismiss the value of work done to date.

We have a wealth of data available to us as baseball researchers.  I would guess that is a huge advantage when compared to most of the social sciences.

I don’t believe we’ve really come close to exhausting the possibilities for learning from the current data sets (Retrosheet, PITCHf/x, MLB.tv frame-by-frame video, HitTracker, Matt Thomas fielder data, April 2009 HITf/x, etc.).  The idea that 90% of the learning about the game that is possible from those sources has already been accomplished is laughable.  (Granted that may not be what JD/8 was arguing, but I hear that often enough elsewhere.) Not to mention other data sources which are coming online and while they may not be public now will probably not remain closed off forever (HITf/x, FIELDf/x, COMMANDf/x, TrackMan, high-speed video analysis of pitcher and batter mechanics, etc.).


#31    J-Doug      (see all posts) 2011/03/21 (Mon) @ 18:55

Mike Fast/30: Yes, that’s basically how I feel, and like I said I agree with your point generally.

As scientists—amateur or professional—we should always recognize and proceed as if there’s plenty of work to be done yet.


#32    Pierre      (see all posts) 2011/03/21 (Mon) @ 19:31

How big is the Defenders of the Game lobby, really?  I mean outside of guys who have (or feel) a vested professional interest in resisting UZR and the like?  It seems to me that the # of non-casual fans that don’t understand the issues with Wins or BA is probably pretty small.  I think people always understood that Wins could be misleading and batting average was not the be-all and end-all.  They just didn’t have that much else to point to.


#33          (see all posts) 2011/03/21 (Mon) @ 20:46

Those tiny pale children have more spunk than all of China!  I can’t measure it, but I know it.


#34    Tangotiger      (see all posts) 2011/03/21 (Mon) @ 22:02

The idea that 90% of the learning about the game that is possible from those sources has already been accomplished is laughable.  (Granted that may not be what JD/8 was arguing, but I hear that often enough elsewhere.)

Sounds like you are hanging out in the wrong places if you hear that often enough.


#35    Lastings Milledge      (see all posts) 2011/03/21 (Mon) @ 22:10

"And why it leads to shorter careers like Lastings Milledge.”

say what ?


#36    Tangotiger      (see all posts) 2011/03/21 (Mon) @ 22:56

Milledge was a 1st round pick in 2003.  He keeps getting chance after chance with 3 teams in his short 5 year career.  By his perceived talent, he should be a star CF, with a nice long career, like Adam Jones or Nick Markakis, the best outfielders of that draft.  He’s going to have a short career relative to his physical talent, and it likely has to do with his head.

Where intangibles has a place is if someone can figure out that Milledge would bomb as he has, while Markakis and Jones are doing so much better.


#37          (see all posts) 2011/03/21 (Mon) @ 23:53

If Felix Hernandez had pitched as well for another team in 2010, he might have won many more games. But he didn’t. He pitched for the Seattle Mariners. Why do I have to ignore that reality in evaluating his season? If your team scores 0 runs, its irrelevant whether your pitcher gives up 1 run or 10. That he went 13-12 may not tell what he would be worth on the open market, but it does tell you something that actually happened in real life.


#38    Tangotiger      (see all posts) 2011/03/22 (Tue) @ 00:45

Your comparison point is not .500.


#39          (see all posts) 2011/03/22 (Tue) @ 02:05

Trying to figure out some ways to make a W-L stat relevant.

Assign a W value based on the probability of a league average team winning when a starter gives up X runs (any runs, even UER) per Y IP.  King Felix probably comes close to 25 W’s if this is done.  This would be his theoretical W-L.

Pitching a CG shut out is 1, going 3 innings giving up 9 runs probably is close to 0.  Add them up over 30+ starts and you have the seasons theoretical wins for that pitcher.  The losses are simply GS-W.


#40    MGL      (see all posts) 2011/03/22 (Tue) @ 02:50

"That he went 13-12 may not tell what he would be worth on the open market, but it does tell you something that actually happened in real life.”

You are not getting the point.  What if someone decided that the catcher gets a win or loss when his team wins or loses.  Would you make the same argument?  That that actually happened in real life?

What is it that actually happened in real life? 

The team either won or lost the game.  Someone, somewhat arbitrarily, and certainly not logically, decided to give 100% of that win or loss to the pitcher.  So, yes, something did actually happen in real life.  It just didn’t happen to the pitcher!

Yes, he is partially responsible, as are many other players.  If you want to give him some portion of the win and then say the same thing, then that might work.

But don’t give him something that he does not deserve, good or bad, and then tell us that it is OK because “it” represents what happened in real life.

The only “it” is that the team won or lost and that the pitcher was partially responsible for that.  But that is not what is being discussed. 

What is being discussed is giving the pitcher 100% of that responsibility or to put it another way, attaching to him a stat that does not represent his share of the responsibility in that win or loss. There is nothing “that actually happened” about that stat.

For example, an RBI, even though saberists don’t particularly “like” that stat, actually happened to a batter. He drove in that runner.  A pitcher win or loss didn’t actually happen to anyone. It certainly didn’t happen to the pitcher.  A win or loss happened to the team.  But a “pitcher win or loss” didn’t actually happen to anyone.

If I went to Japan last year and someone wanted to blame me for the earthquake, would that “stat” (MGL earthquakes, 1-0) be OK, because that is what actually happened (the earthquake)?  No, the earthquake happened but it didn’t happen to me and I had very little to do with it.  Same for a pitcher.  Please don’t give us the argument that “it” actually happened with respect to a pitcher’s w/l record…


#41    German dude      (see all posts) 2011/03/22 (Tue) @ 05:45

If you ever have played a team sports you know that chemistry is something that exists! As many have said before me it is probably just impossible to quantify.

However, I think the importance of chemistry differs in regard to the sports you play. For example, I play both, soccer and baseball here in Germany and while I believe chemistry is a factor in both sports, from my point of view it is much more important in soccer because it is simply way more interactive than baseball.


#42    J-Doug      (see all posts) 2011/03/22 (Tue) @ 06:25

This is in part a response to German dude/#41.

Look, we all know chemistry exists.

1. We don’t know what it does, how it works and when in the context of sports.

2. We don’t know #1 because we can’t observe it even in a qualitative sense.

3. We can’t do what we need to do in #2 because we don’t have an objective definition of chemistry based on an a priori rather than ad hoc specification.

If we’re going to have a real conversation about chemistry or intangibles—and I’m not saying that we necessarily should—can we at least decide what it is? I assume it has something to do with morale, with leadership, with psychology, with motivation, and probably a bunch of other things I’m missing.

Maybe we can’t quantify chemistry, but we can at least start to get a better grasp on what it is and what it does if we can define what constitutes it.


#43    Pierre      (see all posts) 2011/03/22 (Tue) @ 08:30

Regarding how to make W-L relevant:
1- compute a pythagorean W-L given the pitcher’s RA and run support.  Multiply by the # of decisions, This is what the pitcher’s record “should have been” given the run support and defense he received.
2- compute another pythagorean W-L based on lg avg run support and defense (compare Team DER to lg avg, multiply BIP, and convert plays to runs).  This is what the pitcher’s W-L “would have been” for an average team.

So, for 1970-1977 you get: 
Catfish Hunter Bert Blyleven
“lg avg tm” W-L 144-127 146-89
“actual tm” W-L 169-102 141-94
actual W-L 169-102 122-113

So, Catfish Hunter is who we thought he was- a good to very good pitcher pitching for teams that were fantastic.  Bert pitched like Tom Seaver more or less, but for whatever reason did not win nearly as many games as he “ought to have”. 

So I think you can derive some meaning from W-L records for an era where pitchers threw 50% CGs.  In 2011, the bullpens pitch 1/3 of the game, so it’s pretty tough to try to assign credit/blame to the SP.  Maybe you could do it for guys like Felix or Roy Halladay that average 7-8 IP per GS.


#44    mettle      (see all posts) 2011/03/22 (Tue) @ 14:08

24/
I can’t tell if that was sarcasm or just being pedantic.
Either way, I’m clearly not getting my point across.
Let me try one last time:
The Murray Chass’s of the world aren’t looking for jobs in a GM’s office. They are writing about enjoyment of the sport. Yes, one component of that enjoyment is quantification and the GM/fantasy baseball angle, but there’s a lot more, which includes hagiographies of David Eckstien. So, when someone says, Jim Rice was the best, there are two interpretations. One is how many wins he produced as compared to others of his era. The other is analogous to saying “Jimi Hendrix was the best guitarist ever.” You can measure finger speed, weighted record sales, break down and score his innovation, virtuosity and songwriting (I acutally did that for Jazz musicians when I was 15), poll guitar magazine readers, etc, but it’s still not going to produce a definitlve answer to the question. Yet, people still like to argue about whether Jimi Hendrix was the best.
To deny the latter with respect to baseball and baseball players I think is wrong, but moreso, it’s futile. Whether you hear it called intangibles, or a man-crush, or something else, it’s an important part of the game. I cite, as an example that might help you understand, The All Joy Team, a popular, interesting feature over at FanGraphs, which is far more similar to a Chass post than an insidethebook post in substance (though it’s very “blog” in style).
http://www.fangraphs.com/blogs/index.php/team-joy-squad-25-21/

***

Presumably, one aspect of intangibles can be measured in terms of change in teammates’ performance. They do it with basketball and can come up with Shane Battier being better than his number indicate. The same may be true of baseball.


#45    Tangotiger      (see all posts) 2011/03/22 (Tue) @ 14:46

I’m not being sarcastic.


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