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Around SBN: How NBA Draft Lottery Results Affect Prospects' High Hopes

PxP: Out of Control

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Comment 59 comments  |  24 recs  | 

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Love this!

Your bullet points at the end beautifully sum up my perspective on BABIP. I hope reader after reader will choose to internalize those conclusions.

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on Aug 12, 2011 9:44 AM PDT reply actions  

Some Graph

Absolutely magnificent.
I don’t think everyone will ever be able to agree on how to measure baseball talent, or how to measure the talent at all. there are so many factors, and some people will look at different factors from others.
As for BABIP, I agree that batters influence it. Hitters do have an impact on whether a ball is hit in to the air or towards the ground, for example. Ditto for defense. As many people said about Trevor Cahill after 2010, he succeeded in part because of an incredibly low BABIP. Had he had a worse defense, for example the one the A’s have this season, he wouldn’t have been so good. And it seems to be true; Cahill has a .290 BABIP this year, compared to just .236 last year. However, he had 12 unearned runs last year, but just 5 so far this year.

by Jason James on Aug 12, 2011 10:09 AM PDT reply actions  

The following quote is an absolute revelation:

If the pitchers, too, had different defense every couple of at bats, it seems likely they would have the similar influence on their BABIP as hitters do.

As a pitcher, I’ve pretty much spent the last year or two trying to reconcile my understanding of how the numbers show that there is little predictive ability for the pitcher’s BABIP, and that, when pitching, it really is all about trying to get weak contact, throw pitches that can’t be squared up, etc. That along with the fact that I’ve been trying to understand how something could be controllable for the batter and uncontrollable for the pitcher, when there seems to be such an interaction between the two during the course of a pitch. You’ve answered that, and I am very excited.

"I think what baseball projects, and what classical music needs, is the sense that one goes to a live event not to experience greatness, but to experience the possibility of greatness.... Not every game is great but what we go for is the chance that this particular game might be.' —David Lang

by King Richard on Aug 12, 2011 10:12 AM PDT reply actions  

Also, love the airplane metaphor. Fantastic work, elcroata.

"I think what baseball projects, and what classical music needs, is the sense that one goes to a live event not to experience greatness, but to experience the possibility of greatness.... Not every game is great but what we go for is the chance that this particular game might be.' —David Lang

by King Richard on Aug 12, 2011 10:13 AM PDT up reply actions  

Excellent work, elcroata

I find it beautifully counter-intuitive – in particular, the quote that King Richard included above.

In that I mean this – if you think about BABIP as a regression, BABIP = a1*pitchers influence + a2*batters influence + a3*defensive influence+ a4*climatic influence + a5*what pitcher ate last night + e, it would seem that if you have the same defense night after night, (i.e., the defensive influence is constant), the biggest thing that changes from day to day (and at bat to at bat) is the batters influence. Over the season that would tend to even itself out, as would climatic factors and indigestion. So, you’re left with pitchers influence, however minor a factor that would be, which you should be able to solve for. Except the data shows that we can’t.

Not in any way discounting what you’ve said, just saying that looking at it from one perspective, it seems counterintuitive.

Don't you realise you'll find next monday or next Tuesday/Your golden shoes day

by PDXAthleticsfan on Aug 12, 2011 10:26 AM PDT reply actions  

That's perhaps not written that clearly

What I mean by “If the pitchers, too, had different defense every couple of at bats, it seems likely they would have the similar influence on their BABIP as hitters do.”

is “If the pitchers, too, had different defense every couple of at bats, it seems likely they would have the similar influence on their BABIP as hitters have on their own BABIP”.

I will rephrase that

2011 Oakland Athletics: We have Cy Young pitchers and make yours look like it, too

by elcroata on Aug 12, 2011 10:41 AM PDT up reply actions  

Oh, I understood the phrase,

it just in some ways seemed counterintuitive. To my brain, it’s easier to think of it as “defense” has much more influence than the pitcher on BABIP. That’s all.

Don't you realise you'll find next monday or next Tuesday/Your golden shoes day

by PDXAthleticsfan on Aug 12, 2011 10:51 AM PDT up reply actions  

You sir are brilliant.

I dont think i came to a different end opinion on BABIP, but it did reassure what i was thinking and backed it up with some solid numbers. I was curious about the Nasty Factor, so that was really helpful. Nice work again, you’re on fire.

"Caring about stuff binds us to the other people that care about stuff, and that creates the communities that makes life worth living."

by thewhizkid on Aug 12, 2011 10:32 AM PDT reply actions  

Fantastic.

First off…you guys measure in terms of picometers? I thought a balance with a resolution of 10 micrograms was good. Wow.

Also, nasty factor is incredible. Those correlations are immensely strong. A 0.95 R2 with swing and miss? I’m floored.

And, as always, a tremendous explanation of a statistical idea, just like every single PxP. Rec this post, people.

by danmerqury on Aug 12, 2011 10:35 AM PDT reply actions  

Ooops, should have clarified

That’s R, not R2. Still it is very strong, indeed. I was very surprised by it.

2011 Oakland Athletics: We have Cy Young pitchers and make yours look like it, too

by elcroata on Aug 12, 2011 10:40 AM PDT up reply actions  

Still.

That’s an R2 of 0.9. Still incredible. And then the BABIP correlation? Wow.

by danmerqury on Aug 12, 2011 10:49 AM PDT up reply actions  

DURRRR

Official Athletics Nation Rotating Tagline Editor - Pam liked my old sig better.
My thoughtful watermelon is easily mistook for an early American catapult.
DURRRR THEY’RE TOO OLD, BABIP IS TOO HIGH, TOO MANY Ks, DURRRRRR

by mikev on Aug 12, 2011 11:07 AM PDT up reply actions  

Yeah seriously.

It shocked me too. An R2 of .9 is insane, considering how many other factors baseball has.

"Caring about stuff binds us to the other people that care about stuff, and that creates the communities that makes life worth living."

by thewhizkid on Aug 12, 2011 11:14 AM PDT up reply actions  

I know Dan...

i did take Stats AP! hahaha but yeah, really impressive. I thought NF sucked.

"Caring about stuff binds us to the other people that care about stuff, and that creates the communities that makes life worth living."

by thewhizkid on Aug 12, 2011 11:31 AM PDT up reply actions  

We don't know the formula for Nasty Factor, do we?

Is it not possible that their calculation is itself based on swing-and-miss? That would be perfectly logical if it is. Maybe they conceived nastiness as that which makes hitters swing and miss, in which case they may well have derived their formula and its weight factors by regressing swing-and-miss numbers to see what is correlated with them.

Of course, the real point in the context of the article is the contrast between swing-and-miss R and the BABIP R, and that still holds true regardless. But this could go a long way toward explaining the stunningly high R on the swing-and-miss.

Sweet is the lore which Nature brings; / Our meddling intellect
Mis-shapes the beauteous forms of things:— / We murder to dissect.

by iglew on Aug 12, 2011 1:16 PM PDT up reply actions  

that would explain a lot

And make it a lot easier for them to implement.

"Once you go Bed....everything else is dead." - Bed
"So you're saying we should skin the Rangers and wear them as uniforms? I’m down." - Kyli

by cuppingmaster on Aug 12, 2011 1:25 PM PDT up reply actions  

I'm pretty sure it is considered
…based in part on the success or failure of opposing hitters against previous similar pitches…

But, unless they are cheating and retroactively adjusting it (which by the way am I in no way or norm suggesting or believing), it is astounding nevertheless. So, Howard often missed a high fastball when it followed the low change-up in an at-bat after he only saw curve-balls… so perhaps there is somewhat of a chance that he will miss a high fastball even if the previous pitch was a slider… our computer thinks about 35% … boom!

2011 Oakland Athletics: We have Cy Young pitchers and make yours look like it, too

by elcroata on Aug 12, 2011 3:56 PM PDT up reply actions  

yeah

than it would probably just have zeros and hundreds

2011 Oakland Athletics: We have Cy Young pitchers and make yours look like it, too

by elcroata on Aug 13, 2011 12:27 AM PDT up reply actions  

I too am shocked by how strong the correlation is for Nasty Factor and swing and miss.

Musta been the dangers of SSS, I wrote Nasty Factor off in the beginning of the season when Bobby Cramer kept hitting 100…

"I think what baseball projects, and what classical music needs, is the sense that one goes to a live event not to experience greatness, but to experience the possibility of greatness.... Not every game is great but what we go for is the chance that this particular game might be.' —David Lang

by King Richard on Aug 12, 2011 10:56 AM PDT up reply actions  

Yep, I just kind of figured it was a hastily put together POS

that mlb.com put in as “brain candy” for the saber-leaning crowd. Along with the badge stuff for the younger crowd. I, too, am blown away by the correlation.

Don't you realise you'll find next monday or next Tuesday/Your golden shoes day

by PDXAthleticsfan on Aug 12, 2011 11:04 AM PDT up reply actions  

VCR???

That’s so retro!!!

"The Most Interesting Man in the World is Brandon Allen" - the World
"Brandon Allen is what I'm talking about" - Willis

by jemilesathletics on Aug 12, 2011 10:56 AM PDT reply actions  

Now that I've read this, I don't have any time for lunch

j/k. great work + insights, elcroata.

"Once you go Bed....everything else is dead." - Bed
"So you're saying we should skin the Rangers and wear them as uniforms? I’m down." - Kyli

by cuppingmaster on Aug 12, 2011 12:51 PM PDT reply actions  

Damn dude you are amazing. I feel enlightened, like on a mathy cloud 9.

I will fix that by going to the game early today, settling in my seats by the visitors bullpen, and heckling CJ wilson while he warms up. That ought to dumb me down again.

by Billy Frijoles on Aug 12, 2011 1:09 PM PDT reply actions  

True that.

Elcroata’s articles are top-notch. We at AN are blessed that he writes for us and not some sabermetric site like BPro or BTBS

Sweet is the lore which Nature brings; / Our meddling intellect
Mis-shapes the beauteous forms of things:— / We murder to dissect.

by iglew on Aug 12, 2011 1:21 PM PDT up reply actions  

That reminds me

Whatever happened to that one guy from BTBS who had a quick gig here?

"Their batters are patient to the point that it's annoying." -Ryan Franklin

by Helloooo 1st on Aug 13, 2011 10:35 PM PDT up reply actions  

After his first day at work

we found that what he had to offer was not a good match for what Athletics Nation wanted on the front page, and so we parted ways and wished him all the best in his future pursuits elsewhere.

Sweet is the lore which Nature brings; / Our meddling intellect
Mis-shapes the beauteous forms of things:— / We murder to dissect.

by iglew on Aug 14, 2011 6:56 PM PDT up reply actions  

HA HA!

“We’re always looking to make the blog better, both for now and for the future…”

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on Aug 14, 2011 7:34 PM PDT up reply actions  

there was one?

2011 Oakland Athletics: We have Cy Young pitchers and make yours look like it, too

by elcroata on Aug 14, 2011 11:09 PM PDT up reply actions  

By The Way,

I’m coming to absolutely adore your articles, both about stats and about other things. Well done.

by Jason James on Aug 12, 2011 1:35 PM PDT reply actions   1 recs

Excellent article, elcroata.

As usual, I will have to bookmark this page, as it will take me a while to absorb it all. Definitely not something I can appreciate in one sitting. Thank you for the work.

i've never tried to rank them to be honest. i guess i like beer.- stm72

by Tutu-late on Aug 12, 2011 1:42 PM PDT reply actions  

And now imagine how small a single baseball would be somewhere inside that marble. That’s a picometer.

Isn’t a baseball bigger than a marble and wouldn’t it be kinda hard to put one inside said marble?

John 3:16
"If they want to pay me like Mike Gallego, I’ll play like Gallego." - Rickey Henderson

by A'sFanDFW on Aug 12, 2011 1:47 PM PDT reply actions  

Brandon Allen can do it.

He crushes the baseball in his hand.

Sweet is the lore which Nature brings; / Our meddling intellect
Mis-shapes the beauteous forms of things:— / We murder to dissect.

by iglew on Aug 12, 2011 1:50 PM PDT up reply actions  

Turning it into the world's tiniest diamond.

Don't you realise you'll find next monday or next Tuesday/Your golden shoes day

by PDXAthleticsfan on Aug 12, 2011 1:51 PM PDT up reply actions  

And expands the marble with his mind

"Loyal? I'm the most loyal player money can buy." - Don Sutton

by vignette17 on Aug 12, 2011 1:51 PM PDT up reply actions  

I really can't figure out how I overlooked the Brandon Allen factor

Maybe Brandon Allen’s power is just so obvious that I’ve started to take him for granted. I am truly sorry, Brandon Allen.

John 3:16
"If they want to pay me like Mike Gallego, I’ll play like Gallego." - Rickey Henderson

by A'sFanDFW on Aug 12, 2011 2:21 PM PDT up reply actions  

proportions are magical.

"Caring about stuff binds us to the other people that care about stuff, and that creates the communities that makes life worth living."

by thewhizkid on Aug 12, 2011 2:48 PM PDT up reply actions  

Mind. Blown.

At one point in my life I liked Dave Kingman more than Rickey Henderson. I was stupid.

by the_rozeboom on Aug 13, 2011 7:44 AM PDT reply actions  

The best baseball writing I've read this year

The analysis and the insights are terrific. And the writing is reminiscent of the best of Bill James in how he was always so able to use analogy to both engage and clarify.

by RLangford on Aug 13, 2011 10:14 AM PDT reply actions  

My new AN goal is to have 1 rec for every 1,000 recs elcroata gets

I probably have a better chance of climbing Mount Everest after going on a date with Natalie Portman while flying the Space Shuttle with Chuck Yeager and Chewbaca as my co-pilots.

But seriously, folks....

by B-E-D on Aug 13, 2011 10:40 AM PDT reply actions   2 recs

rec’d!!! (i mean elcro’s post. only 999 to go, bed…)

by AV on Aug 13, 2011 11:07 AM PDT up reply actions  

WooHoo!

But seriously, folks....

by B-E-D on Aug 13, 2011 12:27 PM PDT up reply actions  

rec'd

I like Cindi. A. She never pretends to know more than she does. B. She has unbridled enthusiasm for her "Hotties," and isn't afraid to show it. -IM4Oakgal

by Nico on Aug 13, 2011 5:27 PM PDT up reply actions  

As of right now,

you actually have 1 rec for every 364 of elcroata’s, so that’s not bad.

Also, if you’d stop changing your name you’d have a chance of accumulating more….

Sweet is the lore which Nature brings; / Our meddling intellect
Mis-shapes the beauteous forms of things:— / We murder to dissect.

by iglew on Aug 14, 2011 6:59 PM PDT up reply actions  

You should try my method. It's tried and true. Here, watch this:

Fuck the Giants.

Official Athletics Nation Rotating Tagline Editor - Pam liked my old sig better.
My thoughtful watermelon is easily mistook for an early American catapult.
DURRRR THEY’RE TOO OLD, BABIP IS TOO HIGH, TOO MANY Ks, DURRRRRR

by mikev on Aug 16, 2011 8:13 AM PDT up reply actions   5 recs

works every time

rec’d

2011 Oakland Athletics: We have Cy Young pitchers and make yours look like it, too

by elcroata on Aug 16, 2011 9:27 AM PDT up reply actions  

I. Can't. Help. Myself.

I must rec!

i've never tried to rank them to be honest. i guess i like beer.- stm72

by Tutu-late on Aug 16, 2011 12:48 PM PDT up reply actions  

I know, right?

Trying not to rec a “Fuck the Giants” post is like trying not to look at boobs.

Being wrong about something you’ve worked on is a blessing, not a curse, and people are so invested in being right that that gets lost. —Graham MacAree

by iglew on Aug 16, 2011 4:02 PM PDT up reply actions  

Yep!

And with your permission, I’d like to make this my new sigline.

"Trying not to rec a "Fuck the Giants" post is like trying not to look at boobs."- iglew

by Tutu-late on Aug 16, 2011 4:37 PM PDT up reply actions   1 recs

Well, if you really are asking permission,

I prefer you omit the attribution. It mucks up my power-searching when my name is in a sigline.

Being wrong about something you’ve worked on is a blessing, not a curse, and people are so invested in being right that that gets lost. —Graham MacAree

by iglew on Aug 16, 2011 8:25 PM PDT up reply actions  

I shall correct it now.

Thank you.

"Trying not to rec a "Fuck the Giants" post is like trying not to look at boobs."- iglew

by Tutu-late on Aug 16, 2011 8:35 PM PDT up reply actions  

sad face

the artist formerly known as inbillywetrust

by stm72 on Aug 17, 2011 7:41 PM PDT up reply actions  

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