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Gears of WAR, Part II: One Stat to Rule Them All

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What gives a team more value, Marlon Byrd's glove or Milton Bradley's bat? Answer: they're about even. Who should we expect to contribute more to the Cubs successes in 2010: Ted Lilly or Derrek Lee? Answer: Ryan Dempster. How important was the bad baserunning of the 2009 Cubs? Answer: it cost them about one and a half wins. Whose 2009 on-field performance was the most damaging: Alfonso Soriano's or Geovany Soto's? Answer: Alfonso Soriano's -- by a LONG shot. How many wins can we expect the Cubs to total in 2010? Answer: about 85. Has Kosuke Fukudome been worth his contract thus far? Answer: roughly speaking, yes (but you could also make an argument of "close, but not quite" h/t D98).

Believe it or not, I answered all of these questions using one statistic: WAR (Wins Above Replacement). There are two things about WAR that make it the one statistic I choose above all others when I want to make a quick assessment of a player's potential impact:

1.) WAR has the same unit of measurement for everything. This allows us to compare, for example, the net impact of Marlon Byrd's glove to the net impact of Milton Bradley's bat (they're about even). It also allows us to include all aspects of a player's on-field contributions, leaving us with a very comprehensive view of a player. I'll use Carlos Zambrano as an example of this in a future post.

2.) WAR stands for Wins Above Replacement. Thus, the unit of this metric is the most important number in baseball (or any sport, for that matter): wins. It is literally a measurement of the number of wins a player contributes to his team.

Follow me more below the fold to see how WAR is calculated, and how it can be used to answer the questions above.

Star-divide

In my first post on WAR, I showed you how to translate individual game events into runs. Today, we'll start the conversation with a much simpler calculation: converting runs into wins. This calculation is so simple I'd wager that just about everyone reading this blog can do it in their heads. Are you ready? Here goes:

Wins = Runs/10. (Hah! I screwed this up originally! I guess it isn't that easy. Thanks for the correction, false cognate.)

It's that simple! Take the number of runs a player creates or prevents, and move the decimal place one to the left. (Aside: my dad used to buy things in groups of 10, to make it easy to figure out how much the total cost would be.) I should put the caveat out there for aficionados of these stats that the conversion rate is dependent on things like run scoring environment, and the conversation rate of 10 is more of a general rule than a fundametnally true conversion. But even most sabr-heads will convert by multiplying runs created/prevented by 10 when analyzing things on the fly. Now the real trick isn't in converting runs to wins; the real trick is in calculating the runs created/prevented in the first place. In Part I, I showed you how this was done using linear weights. This lets us calculate the number of runs created by hitters and baserunners. I'll explain how we calculate runs saved by pitchers and fielders in the next installments in this series. But I wanted to take a quick break from run creation and prevention to help motivate those pieces with an eagle's view of WAR.

WAR can answer a variety of questions such as the ones in the intro to this story. Using it, you can compare things that previously seemed like apples and oranges. For example, WAR can be used to compare the value of a good pitcher to that of a good hitter or the relative importance of a players's contributions from hitting, baserunning, and fielding. You can also add these values together to figure out team totals. And because those team totals will be in terms of wins that allows you to take projections of individual player WAR and figure out how many wins a team will tally.

Let's do a concrete example. You can subtract one player's WAR and add another player's WAR to see what the effects of a proposed move would be. For example, one can consider a trade for Kerry Wood, as Al suggested this morning. Let's say for argument's sake that the Cubs ship John Grabow and a Josh Vitters to Cleveland in exchange for Wood. The team would replace Grabow's performance - projected to be 4.36 runs allowed/9 IP - with Wood's performance - projected to be 3.73 runs allowed/9 IP - over the 54 innings Wood is projected to pitch. That's a difference of ~4 runs, or  ~0.4 wins. Even if you include leverage to account for the importance of late-innings on game outcomes, the difference between the two will be 6.8 runs, or less than 1 win over the course of a season. That's not a lot, and the Cubs would be expending a lot of resources to get that incremental improvement. The team's salary would increase by $7.8M this year and $6.2M next year, AND they'd be giving up a prospect. That's far too steep a price for a < 1-win improvement on the 2010 roster. This is a great example of the utility of WAR. It lets us take a consistent approach to team decisions such as this one.

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Sorry for the LLLLLOOOOOOOOONNNG delay...

in getting Part II out there. I’ve had a pretty hectic year. I promise to get the next one out sooner.

by Shawn Domagal-Goldman on Apr 19, 2010 2:06 PM CDT reply actions  

To be fair...

GM’s and Managers have a lot more resources at their disposal than we do. They can have access to well-indexed video libraries , scouting reports, and interactions with the players on a daily basis. But when we pretend to be GM’s we have a really nice tool to guide our decision making. It’s pretty darn cool, if you ask me!

by Shawn Domagal-Goldman on Apr 19, 2010 2:12 PM CDT up reply actions  

How are you figuring that Fukudome has been worth his contract so far?

Fangraphs has his “WAR Value” at $8.6 in 2008 (thanks to his fielding – his offense was negative), and at $10.4 in 2009 (with the inverse problem – positive hitting, negative fielding.)

He earned $10M in 2008 ($6M salary, $4M bonus), and $11.5M in 2009 per Cots’ Baseball Contracts.

I take it that you aren’t factoring in his 2008 signing bonus? Because it looks like he hasn’t been worth his salary in either season so far. Or are you using a different value metric?

MLBMilestone.com - following the numbers to Cooperstown

by D98 on Apr 19, 2010 2:14 PM CDT reply actions  

factoring in his signing bonus ...

is a can of worms around here — though I’m not referring to Shawn.

by elgato on Apr 19, 2010 2:23 PM CDT up reply actions  

Let's put it this way..

either way, it’s close. REAL close.

You’ve got him being worth $19M over two seasons, and being paid $21.5 M over two seasons. I had meant he was “roughly” worth his salary, which is true. $2.5M over the course of two seasons is in the noise for a team with as high of a team salary as the Cubs. You don’t want to overpay on every contract by that amount, but on a contract of Fukudome’s size it’s relatively meaningless. If you want to make the argument he will likely be overpaid much more than that going forward, I won’t argue. That I agree with.

I’d also argue that Fukudome has brought more revenue in return than $2.5M, but I’ll also admit I don’t have any numbers to back that up.

by Shawn Domagal-Goldman on Apr 19, 2010 2:29 PM CDT up reply actions  

win value also fluctuates

depending on the market. The marginal value of a win crept up for a while, but really took a hit the last two off seasons, partly due to the economy. I think this winter free agent signings were clocking in around $3.5 million per marginal win above replacement, but two years ago it was around $4.5 M, which is inline with his Fangraphs est. of 1.9 and 2.3 WAR, essentially $9M and $13.5M.

by false cognate on Apr 19, 2010 2:35 PM CDT up reply actions  

I'll be watching intently to see whether D98 responds further here.

IIRC, he’s been vehemently arguing for some time that Fukudome’s value has fallen far, far short of his contract.

Follow me on Twitter here and catch my twice-weekly Cubs news updates here.

by daver on Apr 19, 2010 2:49 PM CDT up reply actions  

yeah,

it’ll be interesting to see what he says.

Forget all that other stuff. I gotta believe.

by drewishdrewid on Apr 19, 2010 3:21 PM CDT up reply actions  

I guess I don't get it - didn't I provide the Fangraphs stats in this thread?

Now, don’t get me wrong – I think that Fangraph’s “value” stat is flawed – and I also think that UZR (while probably the best stat we’ve got right now) allows for too much subjectivity and is also somewhat flawed. But I can certainly understand the idea behind both stats.

More to the point – even if we read everything in the best possible light for Dome and using the Fangraphs stats, he falls short of being worth what he’s getting paid.

And I’ll reiterate – if the stat says that Dome was worth $8M in 2008, then the stat is flawed, plain and simple. There is absolutely no way that any team with perfect foresight would be willing to pay eight and a half million dollars for what Dome did in 2008 – and the Cubs’ reaction to Dome’s 2008 (both in-season and after the season) indicates as much.

His 2009, obviously, was quite a bit better.

MLBMilestone.com - following the numbers to Cooperstown

by D98 on Apr 19, 2010 4:08 PM CDT up reply actions  

Yup.

MLBMilestone.com - following the numbers to Cooperstown

by D98 on Apr 19, 2010 4:27 PM CDT up reply actions  

Am I missing something here?

What’s the difference between “Runs / 10” and “runs/10”?

by kanderber on Apr 19, 2010 2:56 PM CDT up reply actions  

I already changed it.

I had it as “Runs * 10” which is wildly different.

by Shawn Domagal-Goldman on Apr 19, 2010 3:02 PM CDT up reply actions  

I think "Runs * 10" is used to measure the post-game results...

…of those atacolypse creations from the other thread.

Lou Brown: "My kinda team, Charlie, my kinda team..."

by ballhawk on Apr 19, 2010 3:05 PM CDT up reply actions  

Chicken, Carnitas, Barbacoa and Beans...

… the Four Horsemen of the Atacolypse.

"It's Spring Training. You know how many home runs Barry Bonds hit off me? One - in Spring Training." - Big Z

by Phubbies on Apr 19, 2010 3:21 PM CDT up reply actions  

How do you calculate runs saved?

"Baseball is almost the only orderly thing in a very unorderly world. If you get three strikes, even the best lawyer in the world can't get you off." ~ Bill Veeck

by Musicdude10 on Apr 19, 2010 2:38 PM CDT reply actions  

For a pitcher...

you calculate the runs allowed the pitcher was responsible for, using a stat called fielding-independent-pitching, and compare it to how a replacement-level pitcher would do in the same role (starter or reliever). For a fielder, you calculate how many plays they made in each zone of the field compared to an average player, and multiply that by how many runs a ball in each zone creates for the opposing offense.

That’s a short answer, and it’s a little dense. My next post will describe one of those (probably pitching) in more detail.

by Shawn Domagal-Goldman on Apr 19, 2010 2:41 PM CDT up reply actions  

Now, in terms of acquiring Wood...

…. you are assuming in the numbers above that the Cubs would have to pay the entire salary. Obviously, if they have to do that, it’s not worth it.

For less dollars, though, it just might be.

One more thing — while using these numbers to project future production is useful, my usual caveat applies: statistics are not the only factor used in evaluating player acquisitions, nor should they be.

"You can observe a lot just by watching." ~ Yogi Berra

by Al Yellon on Apr 19, 2010 2:53 PM CDT reply actions  

Now, in terms of acquiring Wood...

As I've told you before, I never repeat myself.

by santoswoodenlegs on Apr 19, 2010 2:57 PM CDT up reply actions  

hand slap from Al in 5...4...3..

As I've told you before, I never repeat myself.

by santoswoodenlegs on Apr 19, 2010 2:57 PM CDT up reply actions  

Worth it.

Dum spiro spero... | Follow me on twitter or else: @andrewjstone.

by AndrewJStone on Apr 19, 2010 3:00 PM CDT up reply actions  

Sigh.

I guess SWL is bored this afternoon. At least this photo is SFW. (Well, mostly, anyway.)

"You can observe a lot just by watching." ~ Yogi Berra

by Al Yellon on Apr 19, 2010 3:16 PM CDT up reply actions  

objective

achieved.

Forget all that other stuff. I gotta believe.

by drewishdrewid on Apr 19, 2010 3:22 PM CDT up reply actions  

Talk about a front-loaded deal!

Hey-oh!

Follow me on Twitter here and catch my twice-weekly Cubs news updates here.

by daver on Apr 19, 2010 3:32 PM CDT up reply actions  

That’s a balcony you can do Shakespeare from!

by MN exile on Apr 19, 2010 4:31 PM CDT up reply actions  

...


"A waist is a terrible thing to mind." - Terry 'Fat Tub of Goo' Forster
@Twitter as @brommmietze

by eths on Apr 20, 2010 4:32 AM CDT up reply actions  

I agree with this.

That’s one of the reasons I had Grabow going to Cleveland in the trade; it’s one form of “salary relief” to the Cubs, who would be taking on quite a bit of it in the form of Wood’s contract.

I would trade for Wood if it didn’t take a top prospect, and the Indians ate a little bit of the salary. For example, Wood-for-Grabow plus a low-level prospect is something I’d pull the trigger on.

by Shawn Domagal-Goldman on Apr 19, 2010 3:12 PM CDT up reply actions  

I'd do that deal.

"You can observe a lot just by watching." ~ Yogi Berra

by Al Yellon on Apr 19, 2010 3:16 PM CDT up reply actions  

I think that you're counting Wood's 2011 contract as guaranteed - it's not yet.

He needs to finish 55 games to get that $11M next year.

MLBMilestone.com - following the numbers to Cooperstown

by D98 on Apr 19, 2010 4:31 PM CDT up reply actions  

Good point.

I had forgotten about that. Then the Cubs would perhaps send money back to pay for Grabow’s 2011 salary? That might work for both teams.

by Shawn Domagal-Goldman on Apr 19, 2010 4:37 PM CDT up reply actions  

and FWIW...

I wasn’t trying to single out your idea as a bad one. It just was a way to give an example of the usefulness of WAR. And at one point, I was doing the calculation wrong and was going to say trading for Wood was beyond brilliant.

by Shawn Domagal-Goldman on Apr 19, 2010 3:14 PM CDT up reply actions  

LMAO

It’s been a long time since I have been called “beyond brilliant”.

But hey, maybe the Cubs can make such a deal work for them anyway.

"You can observe a lot just by watching." ~ Yogi Berra

by Al Yellon on Apr 19, 2010 3:17 PM CDT up reply actions  

.4 wins

ain’t going to make a bit of difference to this team

no bullpen move can save this season, so expending valuable future resources for any short-term meaningless gain is silly

follow me on twitter for fantasy sports analysis @http://twitter.com/DrewDinkmeyer or get the full analysis at www.fantistics.com

by DartmouthCubsFan on Apr 19, 2010 9:14 PM CDT up reply actions  

You've got plenty of time for part 3.

Gears of War 3 isn’t coming out for another year+.

/ videogamenerding

Follow me on Twitter: @brandonrifkin

by Schwa on Apr 19, 2010 3:41 PM CDT reply actions  

LOL...

if i don’t meet that timeline I’m waaaay too busy.

by Shawn Domagal-Goldman on Apr 19, 2010 4:37 PM CDT up reply actions  

speaking of sabermetric

anyone else see 6 Sabermetric Stats for Old-Timers

Unofficial Self Appointed President of the Castro Blocker Fan Club

by Cubbie-Tim on Apr 19, 2010 10:02 PM CDT reply actions  

Yes. A thousand times yes.
An easy binary variable: a player’s Yuni Quotient is 1 if that player is Yuniesky Betancourt. Otherwise the player’s Yuni Quotient is zero.

by DogDaysofSummer on Apr 20, 2010 9:43 AM CDT up reply actions  

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