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A blog about baseball, hockey, life, and whatever else there is.

Friday, February 15, 2013

Plus/Minus is a GREAT concept

This post on Wages of Wins says that Plus/Minus is bad.  And I'm telling  you it's a great stat, if adjusted.  That post says:

 Indeed, we’ve seen iteration after iteration of “Adjusted Plus Minus” to improve upon the fact that all prior versions are bad at explaining wins. It’s a self-fulfilling prophecy. If you bring complicated metrics to try and solve a problem, you will remain convinced the problem is complicated and thus be convinced the only thing to solve the problem with is a complicated metric.

While I like plus/minus in hockey, I love it in basketball.  There's not enough scoring in hockey to get good samples, which is why we look for anything, like shots for and against.  In basketball, there's scoring a-plenty.

Anyway, this is the actual fact: we are recording who was on the ice/court/field when a run/goal/point is scored.  We are also recording this when you are NOT on the field of play.  This is actually at the heart of WOWY (with or without you).  And, as we've seen, it's fantastic.  And others have used that same process for cathcer framing. We use it all the time with ERA: we compare the pitcher's ERA to the rest of his team or rest of the league.  We do it with park factors.  Patriot has also done it with an adjusted "Wins Above Team".  It works fantastically well.

So, the idea of plus/minus is as old as analysis itself: what happens when the player is involved and what happens when he is NOT involved.

Now, the issue occurs when going from "involved" to "responsible".  You could in fact look at TEAM BABIP for a team when Andrelton Simmons is, and is not, playing SS.  This is a form of plus/minus.  The issue is of course that Simmons may be on the field when alot of balls are hit, except he's not responsible for most of them.  We solve this problem by putting Simmons on the field for 50,000 balls in play.  Unfortunately, that's a long career's worth, and we can't wait that long.

So, that's what we have: we have a signal, and we have the noise.  We make our adjustments to reduce the noise so that that signal can come through.

In 1986, Mark Howe was an astounding +85 (as was Brad McCrimmon equally high).  The Flyers were +74, meaning that when Mark Howe was not on the ice, the rest of the team was a negative.  Now, we don't know if it was Howe and/or McCrimmon, or the rest of the defensemen were terrible, but what we do know was that it was an enormous gulf.  There's signal in there.  There's noise too.

Which is why we live for sample size.  Which is why the work I did with catchers is as powerful as it is.  Not only do I have the sample size, but I also have the benefit that catchers have been exposed to dozens and in some case over a hundred, different pitchers in their careers.

If you don't like plus/minus, fine, whatever.  But calling it bad means you've come to a conclusion.  And that conclusion won't hold.

(9) Comments • 2013/03/21 • Basketball Hockey Plus_Minus

Winter Olympics v NHL

There are undoubtedly two marquee events at the Winter Olympics: figure skating, and men's hockey.  For figure skaters, the Olympics is a tremendous marketing opportunity for them.  They can parlay that exposure into skating "tours".  Hockey however is much different.  They already have their own league.  The exposure helps when they can show the games live and in normal viewing times.  Socchi, Russia doesn't help them so much.

In addition, the IOC has broadcast and distribution rights.  Whatever "Olympic ideals" is supposed to exist in the utopian world has to come face-to-face with the "absolute power corrupts absolutely" with our real-world Bayesian prior.  The NHL, and NHLPA, want their cut of the action.  So, now it seems they're trying to figure out the value for each party:

In return for sending its players to the Sochi Olympics, the NHL is trying to acquire video, photograph and website rights for the games. The IIHF and the IOC retain those exclusive rights now.

The NHL began sending its players to the 1998 Games in Nagano, Japan, and continued through the 2010 Vancouver Games. Even though the NHL received great exposure by having its players take part in an Olympics in North America, disrupting the season does come with a cost.

The stopping of the season, the potential injury risk to players, and no tangible upside for the NHL are all factors that create doubt about whether the investment is good for the league.

?

(11) Comments • 2013/03/03 • Hockey

Thursday, February 14, 2013

Run Values by Run Environment

Using my Markov, we end up with these values. x-axis is the OBP, and the y-axis is the run value relative to all PA.

(24) Comments • 2013/02/26 • Linear_Weights

HOF, WAR, and years on the ballot

Very nice ?job by Dan.

(5) Comments • 2013/02/14 • Awards History

Wednesday, February 13, 2013

Finnish-born GM in the NHL

First GM from Europe.

Kekalainen, who spent eight seasons with the NHL's St. Louis Blues from 2002-10 where he was involved in all facets of hockey operations, takes over a Columbus team that has not made the playoffs since 2009 and finished last overall in 2012.

Prior to working for the Blues, Kekalainen spent eight years with the Ottawa Senators as their top European scout and later as director of player personnel. He also played three seasons in the NHL with the Boston Bruins and Senators.

His resume reads like a standard resume of a GM, except for his birthplace?.  Given the huge number of European players in the NHL, it's kind of weird that he's the first.  I don't know how many hundreds of people have been GMs in the history of the NHL, but the odds that all of the best qualified had to be Canadian or American seems to be a stretch.

Similarly, how long before a woman takes the leap too?  They're already part of the CHL.  Hockey seems to be different from the other sports, as being a former player seems to be a pre-requisite.  Which tells me that it's either a highly specialized job, or it's likely a very inefficient selection process.

Adjusting PITCHf/x for Tropicana

Jon continues his work on calibration and adjustment. 

(5) Comments • 2013/02/13 • Ball_Tracking

Tuesday, February 12, 2013

Anatomy of a soccer goal

http://www.youtube.com/watch?feature=player_embedded&v=YJuHC7xXsGA?

(10) Comments • 2013/02/14 • Soccer

Contract Flexion

A contract extension is when a player's current deal is extended in terms of years, and usually with a higher rate per years.  Felix went from a 2/40 deal to a 7/175 deal.

But, let me make a crazy suggestion: what if it went the other way?  Not an extension, but a ... flexion.  Verlander also has a 2/40 deal.  What would it take for both sides to agree to rip up that deal, and sign a one year deal (MLBPA notwithstanding).  That is, if they agreed to a 1/10 deal, and then Verlander is a free agent, would both sides go for it?  How about a 1/5 deal?  1/1?

At what point does it make sense??

(20) Comments • 2013/02/17 • Finances

Get to know… Linear Weights

Steve does a good job by going through some various issues when using Linear Weights.?

(7) Comments • 2013/02/13 • Linear_Weights

Crowdsource v Actual Free Agents

Carson gives us an update.  ?

Mike Fast speaks

It's blocked at the office, but if someone can post a few interesting tidbits, that'd be cool.?

(4) Comments • 2013/02/13 • MLB_Management

Monday, February 11, 2013

Boards: Custom Linear Weights

Discuss this in our forums

Boards: Clockless basketball

Discuss this in our forums

Identifying and measuring chemistry

Russell talks chemistry.

It should be clear that since we are dealing with players, and players are humans, then chemistry exists.  This however is not the issue.  The issue is the extent to which we can identify it, and the extent to which we can measure it.  This is what saberists do.  Identify and measure.  This is our job.  Clutch exists because humans are involved.  Chemistry exists because humans are involved.

If we can't identify it, how can we measure it?  So, that's why saberists don't include it as a parameter: they are not able to identify it.

Teams however still try.  I noted four years ago when Cliff Floyd was given a contract, even though he was a replacement-level player.

When people say that you can’t measure the intangibles, remind them that those intangibles are being paid for with tangible dollars.  And the value of those intangibles, as determined by MLB, is $350,000.  If it was worth more, then some team would have paid more.  They didn’t.

So, the point is how much do you pay for that chemistry that you have a hard time identifying and hard time measuring??  If one player loaded with chemistry and intangibles is going to generate 20 wins over the next five years by himself, and X wins that the rest of the team is going to gain because of his synergestic chemistry, then do you pay him more or less than a player that generates 25 wins over those same five years, but has intangibles that are divisive and contributes to unhappy teammates?

Yes, you should identify it, and yes you should measure it.  But, how far are you going to go?  How much are you going to pay to get a worse player that has great chemistry?  And what if that divisive player ends up being Reggie Jackson, Albert Belle, or Barry Bonds?

Everything has its price.

(25) Comments • 2013/02/11 • History

Sunday, February 10, 2013

Marcel 2013?

?I don't know if/when they will be released.

I published the formula on March 10, 2004, and it has not changed at all since then. I'd say anyone who wants to create a forecasting system should first try to replicate that.

(7) Comments • 2013/02/12 • Forecasting

NHL’s Cap Benefit Recapture

?Several months back, I was arguing that the NHL needed to implement a Cap Benefit Recapture into the CBA, that it was incredibly silly they way they used to have it.  Well, now they did it, but it seems there's some huge misunderstanding.

The way it should have always worked is this: if a player retires early, and ended up earning say 100MM$ in salary, but 90MM$ in cap-hit, then there's 10MM$ of cap-hit that was deferred.  Since he retired early, it's time to pay the tax man.  If he retired 2 years early, then you spread that 10MM$ deferral over those two years, and he gets a 5MM$ cap hit each year.

Simple and natural, something any accountant would do.  So, what's the problem?

The problem arises with traded players.  If a player is traded early in his contract, such that a team might have paid a player 70MM$ in contract, but 40MM$ in cap-hit, there's 30MM$ of deferral.  But, the player continues to play for his other team.  That team will eventually have years were the cap-hit is higher than the contract paid.  THAT EXTRA HIT REDUCED THE DEFERRAL OF THE ORIGINAL TEAM.  I do not know this for a fact, but it seems plainly obvious that this is what has to happen.

The entire point is that once a player retires, you look at his total contracts paid, and his total cap-hits charged.  The difference is the deferral that has to get paid.  And that gets charged to the team that traded him.  So, it's ridiculous to think that if Weber retires one year early that he'll have a 32MM$ cap charge.  That's because then he'd have a greater cap charge than salary.

So, it's very simple: lifetime contract = lifetime cap-hit.  That's it.  That's the only thing you have to remember.  If there's a shortfall, it's THAT shortfall that gets charged.  It's not the interim shortfall when he was traded.  That may be the STARTING POINT, but that amount eventually gets reduced as the years go on.

(3) Comments • 2013/02/12 • Hockey

Saturday, February 09, 2013

Correlation v Causation: Red Cars, Rushing Yards, and RBIs

Good job by Franklin.

Specifically in Bob’s case he’s confused the fact that more ‘flashy’ drivers tend to buy flashy red sportscars, and are more likely to drive ‘flashy’ and pass somebody in the suicide lane during rush hour to skirt through a changing light, and get into a wreck. The red paint and more accidents are both effects of the same root cause (wanting to be flashy while on the road), but Bob has assumed that the paint’s ability to absorb high frequency light waves is causing more accidents somehow.

...

Thus, it’s often the case that winning is causing rushing yards, and losing is causing a lack of rushing yards, instead of the other way around. The team is running because they’re winning, not winning

because they’re running.

(1) Comments • 2013/02/09 • Statistical_Theory

Rick Reuschel

?Adam gives his treatment to Rick Reuschel.

As of right now, Reuschel, according to the readers of Baseball Reference, is 84th best pitcher, between David Cone and Chuck Finley.  Smells about right.  He's also ahead of Fergie Jenkins and Jack Morris and El Presidente.

(17) Comments • 2013/09/16 • History

Forums now live

?For those wishing to start their own threads, I have a discussion board setup. 

http://tangotiger.com/index.php/boards/

Skin Color Database

?Someone is taking the initiative.

(8) Comments • 2013/04/10 • Poll
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