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THE BOOK--Playing The Percentages In Baseball

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Monday, September 13, 2010

How much value is going deep to your team?

By Tangotiger, 02:56 PM

Suppose you have a great pitcher, someone like CC, who gives up 3.78 runs per game, and starts 35 games, and pitches 6.8 innings per start (that’s 100 runs allowed in 238 IP).

Suppose he goes away, and you can’t spend any more money.  So, you make due with what you have.  His 35 starts are cobbled together at the replacement level of 6.00 runs per game, with only 4.8 innings per start.  That’s 168 innings and 112 runs allowed.

You still need 70 innings to find somewhere in relief.  Because of roster limits, and you don’t want to bring up/down too many pitchers, you start to tax your current relief corps.

Your current relief corps, with the great starter in the rotation, threw 490 innings at 4.35 runs per game (237 runs allowed).  However, without the great starter, they pitch more and are less effective.  So, they need to pitch 70 more innings to make up for the loss of the starter, and instead of giving up 4.35 runs per game, they give up 4.55 runs per game.  So, in the 560 innings at 4.55 runs per game, they give up 283 runs, instead of 237.

So, let’s tally it.  The 168 starter innings by the ragtag team gives up 112 runs, and the 70 extra relief innings, including the extra runs allowed by the current relievers, yields 46 more runs in relief (283-237).  All in all, that’s 238 innings to makup, and a total runs of 158 runs allowed.

That becomes the replacement level.  And 158 runs in 238 innings is 5.97 runs per game.

Now, waitaminute.  The starter replacement level is 6.00 runs per game.  How did we end up at the same place?

Well, let’s break it down a bit.  As we noted, only 168 of the 238 innings were being replaced by pitchers in a role of starters.  That left 70 innings to be replaceed by pitchers in role of relievers.  But, it’s alot easier to pitch in relief than to start.  A pitcher, as a starter giving up 6 runs per game will only give up 5 runs per game as a reliever.

Well, sh!t, you may be saying, let’s replace ALL 238 innings by relievers.  Sure, you can try that, but you’d be taxing your bullpen like crazy.  As it stands, while we gave 70 innings to relievers giving up 5 runs per game, we also taxed the rest of the bullpen who gave up about 0.20 runs per game more than they would have otherwise give up.  Where did I get that 0.20?  Quite frankly, I made it up to make sure I got the result I wanted.

Is 0.20 reasonable?  I don’t know, I guess.  You can argue for more (or less) if you want.  But, I’ve shown a path using reasonable assumptions, to get at exactly at the same point that a simple standard replacement-level model would suggest: 6.00 runs per game as replacement level.  You want to come up with something different, then roll up your sleeves, and show us your model.


#1    Colin Wyers      (see all posts) 2010/09/13 (Mon) @ 15:05

Here’s my model:

http://www.baseballprospectus.com/article.php?articleid=11839

Or at least, the start of it. Additional starter innings per game displace below-average relief performances before they displace above-average relief performances.


#2    Tangotiger      (see all posts) 2010/09/13 (Mon) @ 15:27

I still would like to see the final impact numbers using your model. 

Given a league average of 4.70 runs per game, a replacement starter giving you 6.00 runs per game, a mopup relief guy giving you 5.00 runs per game, what happens when:
1. You lose your 238 innings of 3.80 runs per game starter
2. The rest of your bullpen has to work harder to compensate

I’m suggesting that for #2, the extra runs given up by overworking your relievers will be offset by not letting your replacement-level starter pitch that third time through the order; that it works out to the same thing.  And if not the same thing, not enough to worry about.

That’s what’s on the table here.  I’d like to see any kind of working model at this point.


#3    Colin Wyers      (see all posts) 2010/09/13 (Mon) @ 15:43

How are you splitting up your innings between starters are relievers? Is a replacement-level starter 6 RPG in a league average number of IP per game, or is he pitching fewer innings?


#4    Tangotiger      (see all posts) 2010/09/13 (Mon) @ 16:26

Colin/3:

I think I addressed that already:

His 35 starts are cobbled together at the replacement level of 6.00 runs per game, with only 4.8 innings per start.
...
You still need 70 innings to find somewhere in relief. 

Or are you asking something else?


#5    MGL      (see all posts) 2010/09/13 (Mon) @ 19:06

We have little way of knowing at this time at least, but my WAG would be that a .20 bump for the entire bullpen is generous (I think it might be less, if anything at all).

IIRC, in The Book we showed some evidence that perhaps relievers don’t pitch enough.

And certainly a more optimal use of the bullpen could mitigate the effects of having to pitch more innings.  For example, when you have a low leverage situation, you pitch some replacement level reliever for several innings.  When he gets burned out after a few weeks, you go get another one from your farm clubs. Managers spend way too many resources trying to come back from 5-run deficits and trying to protect 5-run leads…


#6    Tangotiger      (see all posts) 2010/09/13 (Mon) @ 20:02

MGL, sure it could be no change at all, or increase of 0.50 runs.

What I think is important is to create a framework for discussion, so that’s what I’m offering as an idea here.  Lots of these discussion talk in such theoretical viewpoints that we have no idea what the impact of what they are saying.

Once you quantify and create a framework, we can come to a consensus in no time at all.  I think that’s what the WAR framework gave us.


#7    MGL      (see all posts) 2010/09/13 (Mon) @ 20:29

Sure, I like your framework.  One of the keys to the final “answer” of course, is how extra use affects the pen.  I think that is a very open-ended question.  One of the areas of baseball we know little about…


#8    Tangotiger      (see all posts) 2010/09/13 (Mon) @ 20:37

Agreed, a potentially fascinating discussion.


#9    Rally      (see all posts) 2010/09/14 (Tue) @ 09:52

I think bullpens could pitch more without loss of effectiveness if the manager could plan for a regular usage pattern.  But that doesn’t work because baseball is too streaky. 

You’ll have a few stretches with a lot of extra inning games or starters getting knocked out early.  You’ll have situations where your best relievers are just not available because they’ve pitched a lot recently.  And then you’ll have stretches where you hardly even need a bullpen, and bring your ace reliever in to finish a 6-1 game just to get him some work.


#10    Tangotiger      (see all posts) 2010/09/14 (Tue) @ 10:14

In the illustration I’ve offered here, I increased the workload for all relievers by about 15%, and increased their runs allowed by about 5%.

Whether that is a reasonable or unreasonable position, I’m not sure. 

Rally makes a good point that the more reliant you are on relievers, the more juggling you have to do, then the less a fixed pattern you can follow.  You are putting pressure on the relievers.

On the other hand, you can really emphasize the relievers more by giving them even more work, fixing the pattern by inning, in order to control workload, and thereby possibly improving efficiency.

I don’t know.


#11    MGL      (see all posts) 2010/09/14 (Tue) @ 14:52

As I said before, let your worst reliever pitch 3 or 4 innings in low leverage situations.  And let your good starter keep pitching even if he has allowed 7 runs (which we see more and more of these days, as Tango has mentioned many times) as long as his pitch count is not too high.  That would solve a lot of problems.


#12    Socrates      (see all posts) 2010/09/15 (Wed) @ 14:28

Tango - I think you have laid out the elements for the discussion.  That said, my instinct is that the reliever ERA would be much higher.  Also, I dont think that it is fair to assume that managers will use their bullpens properly for the example (which I dont think you did, but some have suggested).  Managers think they are using their bullpens properly right now but I think most of us agree that is not the case.

As for the main gripe I have with the reliver ERA is that (in the case of Sabathia and the Yankees) those innings are going to be covered by Mitre, Gaudin, etc.  That 4.35 ERA assumes that Mariano gets a propotional number of those innings when in fact he will get virtually none of them.

The nature of the Yankee bullpen (Mariano is really the only good reliver) makes the extra innings that Sabathia pitching EVEN MORE VALUABLE.


#13    Tangotiger      (see all posts) 2010/09/15 (Wed) @ 14:43

Socrates: I have no qualms there.  Just quantify it, since the model is there.


#14    Socrates      (see all posts) 2010/09/15 (Wed) @ 15:14

My day job and my brain power (or lack of brain power) prevent me from really being able to do what you guys do. 

Although maybe I could do this one… I guess the data needed is to look at Yankee reliever ERA in innings pitched in from the 4.8 inning mark to the 6.8 mark.  I think that ERA should be the benchmark for what will happen with the replacement starter.

Does that data exist somewhere or would I need to recreate it from the game log at baseballreference.com.  Happy to do my end of the work, but I am really a novice at this and realize that I am probably not using the best resources. 

Direct me brother.  I am here to learn.


#15    Tangotiger      (see all posts) 2010/09/15 (Wed) @ 15:28

I like your idea.  I’ll try it when I get home.


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