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THE BOOK--Playing The Percentages In Baseball

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Friday, May 11, 2007

Make way Baseball-Reference… Fangraphs needs some room

By Tangotiger, 04:15 PM

In the tit-for-tat world of online baseball databases, Forman’s Baseball-Reference and Appleman’s Fangraphs come out with new features every week.  And, much to their credit, they implement user suggestions at a break-neck speed. 

The latest feature that Fangraphs has added is a play log, like this one for A-Rod, sorted by Leverage Index.  Here you can see all of A-Rod PA, one by one, in a convenient form.  You can see how well he’s been doing in the clutch.  In the top super-highest critical situations he’s faced, he’s homered in both.  In his next 10 highest, he’s made an out each and every time!  Then in the next 9 highest, he’s been a plus.

Since David has momentarily suspended sorting for performance reasons, you can add one of these strings to the end of the URL:
&sort=li
&sort=WPA


#1    Tangotiger      (see all posts) 2007/05/11 (Fri) @ 16:52

This is ARod by LI levels:

LI Level: WPA, WPA/LI, Number of Plays
1.50-10.9: +1.13, +0.19, 39 plays
0.75-1.50: +0.63, +0.79, 70 plays
0.00-0.75: +0.29, +0.86, 44 plays

The WPA/LI is that “perfect neutral” metric.  That’s the one that rebalances the hits, HR, walk, out values based on the game state.  When the bases are loaded, the walk is worth alot more than the bases empty and 2 outs, etc, etc.  So, this metric gives you the correct impact of the event, without the multiplying effect of the leverage.

So, look at the last line.  In low-leverage situations, ARod performs GREAT.  +0.86 wins in the neutral measure of wins, on 44 plays.  That’s +.02 wins per play.  Give him 600 PA, and he’d be +12 wins, one of the best of all-time.  ARod loves those low-pressure situations.  Unfortunately, because it is low-pressure, he only adds +0.29 wins.

Now, the first line, the high-leverage situations.  Here, he doesn’t do as well, being +0.19 wins in neutral terms, or about +.005 wins per play (that’s +3 wins per 600 PA, or roughly a very good hitter).  But, because of the multiplying effect of leverage, he added an enormous +1.13 wins.  That’s simply fanstastic.

The pattern (not that it’s necessarily real) is that ARod performs better when the pressure goes down.  But, he managed to look incredible based on those two HR.


#2          (see all posts) 2007/05/13 (Sun) @ 11:09

Completely off-topic, but a random thought I just had after reading some of Schilling’s latest entry.  Quoting him:

“One of today’s oddities is that anytime you face Steve Trachsel you have to be ready to sit for a good long while between innings. When he gets runners on the game slows down immensely. It’s a method that works for him but you know going in the game is going to run a bit longer than normal.”

I’ve never seen any quantitative proof that long waits between innings is harmful to the pitcher about to begin the next half-inning, and therefore beneficial to the team about to come to bat.  But just from watching games, it seems to be the case that starters get lit up a little more often when they just sat for 20+ minutes while their teams poured in a few runs.

This could be due to getting rusty on the bench, or even the pitcher relaxing a bit due to likely having a lead when he enters that next half inning.

In any case, if this is true, would it make sense then that slow-working pitchers, like Trachsel, get more run support from their team overall than their fellow starters on the same ballclub?

I don’t know if MLB.com or retrosheet or any of those sites have some way to parse out time between innings, but I think it would make for a fascinating study.  Imagine you have Johan pitching, and in the top of the 7th the Twins start the inning with two walks and a single.  Would it make sense to start warming up Neshek, in case it turns into a 25-30 minute inning?


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