Freaky Thoughts on Baseball

My latest for the Freakonomics blog — Labor Peace in Baseball May Not Last Forever — looks at the recent labor agreement in baseball.  Yes, baseball (I hope to get to basketball later in the week). 

I should add two more notes on the post.   First, predictions about events that take place five years from now are great.   The odds that anyone will remember I said this (including me) is fairly low. 

Beyond that point, I should emphasize that contrary to the claims of owners in professional sports, competitive balance in professional sports isn’t really about institutions like revenue sharing, luxury taxes, and salary caps.  Of course, the empirical evidence on this subject doesn’t stop owners from bringing up competitive balance whenever owners would like more money.

One last note …for those who want a prediction that we can check out very soon, I actually told Ron Dicker of Huffington Post that I expect that NBA’s television ratings this Christmas to be higher than the ratings for NBA games last Christmas.  I guess that means I better spend my Christmas just watching all the NBA games.

- DJ

Stealing the World Series

A great story from Stumbling on Wins is whether or not teams should attempt to steal a base in baseball. Breaking down the numbers says stealing four bases is worth an extra run. Of course if a steal is unsuccesful it comes with a cost, four thrown outs cost you three runs! In a game teams have a limited number of outs — 27 — so they are very valuable. The risk reward ratio for stealing is actually not that good. A player must succesfully steal 70% of the time just to break even! While listening to the World Series last night I was surprised to hear of Craig’s failed steal attempt. I decided to do a quick breakdown of steals in the World Series to see if the teams understand the risks

  • Game 1 Kinsler (Rangers) is caught stealing
  • Game 2 Kinsler (Rangers) steals second base
  • Game 3 Jay (Cardinals) is caught stealing
  • Game 4 Kinsler (Rangers) is caught stealing
  • Game 5 Craig (Cardinals) is caught stealing
  • Game 5 Craig (Cardinals) is caught stealing

In the World Series with the best teams and the best management we see that the stealing efficiency is no where close to have been worth it. What’s more in last night’s game Craig’s first failed steal attempt ended up allowing the Texans to pitch around Pujols. The managers’ decisions to attempt for extra bases in this series have simply not been very good.

Tony La Russa’s inability to talk to his bull pen is the explanation for last night’s loss. Playing the wrong pitcher in a key moment is certainly a good place to start pointing in a close game. In a game decided by 2 runs we can question if Craig’s two steal attempts were good ideas or not given the cost.
-Dre

The Moneyball Bible and Other Sunday Thoughts

That's not a football or a basketball!

Dave Berri is the General Manager of the Wages of Wins Network.  He is a Professor of Economics at Southern Utah University, lead author of both “The Wages of Wins” and “Stumbling on Wins”, and past president of the North American Association of Sports Economists.

Over the past few days I have seen a number of stories where I thought: “that would make for a good blog post.”  But then I got busy doing something else (spending time with my wife, daughters, and dog, teaching classes, working on various research projects, etc…). And so the posts haven’t been written.

So tonight I thought I would just gather the stories I found and offere a brief story with the link.  In essence, all my ideas have been reduced to a Sunday Bullet list.

The above story is from Dan Peterson at Science 2.0 (Stacey Brook .  Peterson’s story is about the new Moneyball movie (starring Brad Pitt as Billy Beane).  Beyond discussing Billy Beane’s work in baseball, he also notes how Beane has worked in soccer. And then Peterson transitions to basketball, where he refers to The Wages of Wins as the Moneyball-bible of the APBR movement.  Here is all that Peterson has to say:

 Not to feel left out (or safe from scrutiny), the NBA now has its own sport-specific zealots.  The Association for Professional Basketball Research (APBR) devotes its members time and research to finding the same type of meaningful stats that have been ignored by players, coaches and fans.  They, too, have their own Moneyball-bible, “The Wages of Wins ” by David Berri, Martin Schmidt, and Stacey Brook.  David Berri’s WoW journal/blog regularly posts updates and stories related to the current NBA season and some very intriguing analysis of its players and the value of their contributions.

None other than Malcolm Gladwell, of Tipping Point, Blink and Outliers fame, provided the review of Wages of Wins for the New Yorker.  One of the main stats used is something called a player’s “Win Score” which attempts to measure the complete player, not just points, rebounds and assists.

Win Score (WS) = PTS + REB + STL + ½*BLK + ½*AST – FGA – ½*FTA – TO – ½*PF.   (Points, Rebounds, Steals, Blocked Shots, Assists, Field Goal Attempts, Free Throw Attempts, Turnovers, Personal Fouls)

WS is then adjusted for minutes played with the stat, WS48.  Of course, different player positions will have different responsibilities, so to compare players of different positions the Position Adjusted Win Score per 48 minutes or PAWS48 is calculated as: WS48 – Average WS48 at primary position played.  This allows an apples to apples comparison between players at a position, and a reasonable comparison of players’ values across positions.

Will these statistics-based approaches to player evaluation be accepted by the “establishment”?  Judging by the growing number of young, MBA-educated GMs in sports, there is a movement towards more efficient and objective selection criteria.  It appears the evidence-based general manager is here to stay.

 

Yes, the Peterson story is my favorite in this list.  But it is not the only story I want to note.

Here are some football stories I found interesting.

  • It has been reported that Terrelle Pryor’s Wonderlic score was only seven.  Later reports denied this story.  Readers of Stumbling on Wins (not “the bible”, but hopefully a good read nonetheless), might wonder why we care.  Wonderlic scores are somewhat related to where a quarterback is selected in the draft.  But these scores are not related to future NFL performance.  And this shouldn’t be a surprise.  The Wonderlic test doesn’t seem to have much to do with the job of an NFL quarterback.  As I mentioned to someone a few days ago, it would be a bit like asking candidates for assistant professor positions in economics whether they understood the workings of the engine of a Ford Gremlin.  Yes, I know… people like to look at everything before making a decision.  But as we note in Stumbling on Wins, the human mind isn’t designed to look at everything.  Good decision-making requires that information be sorted systematically.  And when something isn’t relevant, it should be ignored (and better yet, not even collected).
  • Mark Martinez is a political science professor I worked with at Cal-State Bakersfield (Mark’s office was down the hall from mine).  Mark generally blogs about politics (not surprising). But he is also a fan of the Oakland Raiders.  So he wants you to know: Ken Stabler Should be in the Hall of Fame
  • Of course, I am a Lions fan.  And for the first time that I can remember, the Lions are not planning on starting any draft picks from the draft in April on opening day.  Part of this is due to injury.  But even without injuries, I am not sure Nick Fairly or Mikal Leshoure would have started on opening day.
  • Perhaps related to the prior point, the odds of the Lions winning the Super Bowl are much better than I can remember.  Here is one website which shows how Detroit’s odds have evolved over the past few months. The Lions opened at 60 to 1.  Now it is 30 to 1 (and I think it was 25 to 1 right after the Patriots game).  Gambling has never been my thing.  But even if one doesn’t want to place bets, Vegas odds do provide us a look into how a large number of people view the likelihood of a certain outcome.  Consequently, academic research in sports economics has made use of posted odds to evaluate what people think an outcome will be before it happens.  Today I want to follow the lead of my colleagues in sports economics.  I am not motivated, though, by the desire to solve some academic problem.  No, I have a far sillier desire.  I just wish to say “Damn those Lions look good!”
  • Of course, the Lions aren’t the only Detroit team to look good.  The Tigers are currently in first place.  Entering tonight’s game, though, the Tigers had only scored 11 more runs than they surrendered this year.  As Lee Panas observed at Tiger Tales, the Tigers in 2011 really aren’t that different from the team we saw last year.  Of course, right after Lee made this observation the Tigers defeated the White Sox 18-2.  And I would add, since the All-Star break, the Tigers have a won-loss record that is similar to what we have seen from the Yankees and Red Sox.  Does that mean the Tigers will do well in the post-season?  Well, post-season baseball is really hard to predict.  If I weren’t a Tiger fan, I wouldn’t predict a title for Detroit.  But as a Tiger fan let me say: “Damn those Tigers look good!”
  • Let me close with a comment on how labor disputes continue to be a part of professional sports.  Yes, we know about the NBA dispute (and I am going to offer more on this soon).  But did you know about professional cricket?  Yes, as Osman Samiuddin notes, professional cricket – like sports in North America – also has labor issues (and yes, I am working on research on this sport as well).

- DJ

Getting Freaky about Realigning Baseball

In case you missed it Dave was recently asked by the fine folks over at Freakonomics to offer his thoughts up on realigning the leagues in Major League Baseball. You can read all about it here:

Here are some of Dave’ points

  • If each league has an odd number of teams then on most nights there would be an inter-league game. These games don’t matter as much.
  • If the each league expanded to an even number of teams it would make for more meaningful games. Dave thinks this is unlikely.
  • The leagues alternatively could expand the playoffs to make the outcomes more random and make more money. Dave thinks this is more likely.

Head on over and check out Dave’s responses (and of course the replies of the other brilliant people that were asked to contribute).

<-Dre

P.S. Dave asked me to put this up as a favor because he is busy getting other important Wages of Wins Network work done. I did so with the threat I’d publicly ask a question at the end. Here’s my question:

  • We’ve been saying any rules in the new CBA will likely not improve the competitive balance in the NBA. Is the best route to increase the length of the playoffs? For example we could give the 1st seeds a bye and up the teams in the playoffs by 2.

Just Desserts: 100 Greatest Wins Produced Players since 1978

[Editor's note: Below is another piece by Arturo called "Just Desserts" where Arturo gives a very quick slice of data. Enjoy!]

Sometimes a picture is enough to tell a great story.

I was asked to update an old poster of mine featuring the 100 greatest Wins Produced players of all time. I love a good graph. I readily agreed.
As we are between datasets it was a lot of work. But it was great,great fun.

I hope you get a kick out of it too.

-Arturo