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Monday, August 15, 2011

WPA: giving numeric support to your frustration as a fan

By Tangotiger, 11:50 AM

This reader is lamenting the work of Darren Oliver, even though:

Darren Oliver, a key piece in last year’s run to the playoffs and still-quality reliever in the present whose political capital is running out. I say that he is still a quality pitcher in the present not to purposefully antagonize anyone, but because it is the truth: he’s allowing around two-thirds of a home run per nine innings, he’s still maintaining a strikeout-to-walk ratio in the vicinity of 4:1 (though the strikeouts have dropped off this year, from 9.5 K/9 down to 7.9 K/9), his BABIP has plummeted from .310 to .254, and his left-on-base percentage is still sitting in the 76-77 percent range. Hell, his ERA has even fallen by nearly half a run relative to last year. Why, then, are we so perturbed by his mere presence in close-and-late situations?

So, it seems the typical fan is not happy with Oliver, even though on the surface, he’s got all the right numbers.  Apparently, the reason is that when it comes time to the context of the game:

Last year, Oliver logged 22 “shutdowns” against just nine “meltdowns,” which wasn’t exactly within the realm of the elite, but was still rather acceptable all things considered. The year before that, it was 23 shutdowns against 10 meltdowns. And one more year before that, it was 19 shutdowns against only nine meltdowns.

But this year? This year, it’s just 13 shutdowns against 12 meltdowns, with that latter figure being tied for the third-most meltdowns by any given relief pitcher in the majors this season, and easily beating out the seven meltdowns incurred by Neftali Feliz and Arthur Rhodes. What had always been a ratio of greater than two-to-one is now a ratio right around one-to-one, or, more specifically, 1.08, which ranks 112th out of 135 qualifying relievers this season. That’s troubling, to say the least.

So, we see that WPA is describing what has happened in a numeric sense, and gives some evidence for why fans are feeling the way they apparently are.

And, to conclude:

That said, win probability and its derivatives aren’t predictive in nature, so I don’t think you can simply go out and declare that Oliver will continue pitching poorly in higher-leverage game situations—hell, he could go out and begin turning that back around tomorrow, and it wouldn’t surprise me too much. It’s certainly worth keeping an eye on, though.

An excellent post all-around.


#1    Devon Young      (see all posts) 2011/08/15 (Mon) @ 15:25

I can’t read enough about WPA and RE/24 these days. I really wish those stats were more prominent in discussions online.


#2    studes      (see all posts) 2011/08/15 (Mon) @ 15:41

To me, this post is just right.  Nice job.


#3    Matthew Cornwell      (see all posts) 2011/08/15 (Mon) @ 17:07

I asked these questions about WPA ("Clutch", especially) without feedback a while back.  I thought I would give it another shot after reading this article since it is about pitching and WPA:

1.Since pitchers change their approach in different situations (going right after hitters in blowouts/with men on base vs. expanding their zone in close games, etc.), it would seem that pitchers have more personal impact over “clutch” than batters would.
2.  If this were true, why do we see career batting leaders with much larger “clutch” numbers, positive and negative?  It looks like the top “clutch” batters are near +20, but the top career pitchers are around +10.  Is it as simple as the number of opportunities?
3.  I know I have seen a 5,000 PA r=.5 point for batters and “clutch” somewhere.  Has any research been done to determine when r=.5 for pitcher “clutch”?
4.  If “clutch” is something that we can quantify for long-career pitchers, can we include it into WAR?  Since Smith’s WAR already “includes” situation pitching to some degree by using RA (which should capture LOB%, for example) - do we need to weed out the runners-on-base situations in “clutch” before adding it to WAR if we chose to do so? 

Thanks!


#4    Kincaid      (see all posts) 2011/08/15 (Mon) @ 19:22

I wouldn’t take it as a given that pitchers have more control over their clutch than hitters, but either way, pitchers probably show less variation in clutch ratings at least in part because pitcher usage is linked more closely to leverage index than hitter usage is.

Starting pitchers get a disproportionate number of their opportunities early in games when LI is less extreme, and the decision of when to pull them is based in part on the LI at the time.  Relievers usually have roles tailored to specific types of leverage (i.e. top relievers get used disproportionately in high leverage situations, worst relievers in low leverage situations).  Most regular hitters, on the other hand, just come up whenever their spot in the order is due regardless of LI.  As a result, individual pitchers will have less variance in their leverage index than individual hitters will, which would correspond to less opportunity for “clutch”.


#5    Michael K      (see all posts) 2011/08/15 (Mon) @ 19:38

@3:
2. Might be explained at least in part by platoon splits.

Tony Gwynn had very good clutch numbers and narrow L/R splits.

Darryl Strawberry had weak clutch numbers, but it probably had something to do with his large splits and facing lots of LOOGY’s in those situations.  (Arguably, he was also a good breaking ball / low ball hitter who perhaps didn’t matchup quite as well as other hitters of his stature against flamethrowing closers)

http://remarque.org/~grabiner/fullclutch.txt


#6    Matthew Cornwell      (see all posts) 2011/08/15 (Mon) @ 21:03

Thank you - very helpful.  Any ides on #3 or #4?


#7    Joey Matches      (see all posts) 2011/08/16 (Tue) @ 07:00

Appreciate the kind words, Tom.


#8    Karl from NY      (see all posts) 2011/08/16 (Tue) @ 17:38

Is it possible that Oliver is getting used in higher-leverage situations this year?  Even if his inning deployment remains the same, is the team generating narrow leads in those innings more than previously?

Put another way, if a reliever gives up one run while the team had a one-run lead, he’s a failure in popular perception.  If he gives up one run with a three-run lead or deficit, he’s fine and goes unnoticed.  Same performance, same inning, opposite reaction.


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