The Futility Infielder

A Baseball Journal by Jay Jaffe I'm a baseball fan living in New York City. In between long tirades about the New York Yankees and the national pastime in general, I'm a graphic designer.

Tuesday, August 23, 2005

 

Kiss My Pythagoras

After a week's hiatus so that I could complete my recent articles for the New York Sun and Salon, I'm back with a new Prospectus Hit List. The Cardinals sit at #1 for the ninth week in a row (zzzz), but the White Sox, who spent eight weeks at #2, have fallen to sixth on the heels of a 1-5 week. The Red Sox have taken over the #2 slot, followed by the A's, the Indians, and the Angels. The Yankees are currently eighth, while the Dodgers are 24th.

Five months into doing the Hit List, I've found that many readers still don't understand what the rankings are about, thinking they reflect my biases or those of Baseball Prospectus. The most frequent piece of mail I get regarding the Hit List is something along the lines of "How can the Sludgebeasts rise in the rankings this week if they lost most of their games? Your bias towards sabermetrically-inclined teams is showing, bitch."

The answer I should offer, but usually don't, is "Kiss my Pythagoras."

The single most important tenet of sabermetrics, for my money, is that there's a predictable relationship between a team's winning percentage and the number of runs it scores and allows. Bill James first codified this in his original Pythagorean formula: win% = (RS^2)/(RS^2 + RA^2), where RS and RA are runs scored and runs allowed, and G is games. Studies by BP's Clay Davenport have shown that not only is the Pythagorean a good predictor of a team's winning percentage after the fact (how many should team X have won), it's a better predictor of future winning percentage than the team's actual winning percentage.

The Hit List builds on this in creating our version of the power rankings. There's no subjectivity involved; the rankings are computed by equally weighting actual, first-, second- and third-order winning percentages for the season to date as calculated in BP's Adjusted Standings (a Davenport invention). Actual winning percentage is obvious enough, the percentage of games a team wins. The other three are calculated using the Pythagenpat method, a close relative of Bill James' original Pythagorean formula where win% = (RS^X)/(RS^X+ RA^X), where X = (RS+RA)/G)^.285. First-order winning percentage is computed using actual runs scored and allowed. Second-order winning percentage uses equivalent runs scored and allowed, based on run elements (hits, walks, total bases, etc.) and the scoring environment (park and league adjustments). Third-order winning percentage adjusts for the quality of the opponent's hitting and pitching.

By using the four different percentages, we're correcting for teams that over- or underperform relative to how many runs they've scored and allowed, how many runs they should have scored/allowed given the number and type of hits, walks and other events, their ballpark environment, and the quality of competition. There's nothing written in stone about this formula, but neither is there any hidden agenda. It's simply a way of looking at the question, "How good is each team?" and using a few related but slightly different objective measures to answer that question.

Now, with regards to this week's rankings, I caught some flack from a few readers regarding the A's coming in at #3, rising a notch despite a 1-5 record. But the A's weren't the only high-ranked team to have a bad week. The White Sox had a much worse week, and those of the Angels and Braves, the two teams directly below the A's last week, were nothing to write home about. Here are the run totals of the four teams:
           W-L   RS   RA
A's 1-5 17 24
Angels 3-4 30 27
Braves 2-4 33 36
White Sox 1-5 14 28
The A's, despite losing, at least did a relatively good job of preventing runs, which tends to have a positive effect on those Pythagorean calculations. The Angels actually allowed fewer runs per game, and they've got a better raw run differential this year than the A's, but once all of the adjustments are thrown in, the A's still come out ahead this week.

But not by much. In fact the A's, Indians, and Angels are separated by .0027, with Hit List Factors (the unpublished average of those four winning percentages) of .5660, .5656, and .5633, respectively. That's about 1/3 of a win this far into the season; another run here or there would have likely jumbled those rankings.

Anyway, enough about the nuts and bolts of the equation. This morning just before the Hit List went up, I tacked on a happy birthday wish to the Braves' Julio Franco, who turns 47 today. He's hitting a robust .299/.359/.503 with nine homers - his most since 1996, when he was an old man at 38 -- and outproducing players who were still in diapers when he broke into the big leagues. If that doesn't make you feel like a lazy slob of an underachiever, you're one up on me.

Comments: Post a Comment

Subscribe to Post Comments [Atom]





<< Home

Archives

June 2001   July 2001   August 2001   September 2001   October 2001   November 2001   December 2001   January 2002   February 2002   March 2002   April 2002   May 2002   June 2002   July 2002   August 2002   September 2002   October 2002   November 2002   December 2002   January 2003   February 2003   March 2003   April 2003   May 2003   June 2003   July 2003   August 2003   September 2003   October 2003   November 2003   December 2003   January 2004   February 2004   March 2004   April 2004   May 2004   June 2004   July 2004   August 2004   September 2004   October 2004   November 2004   December 2004   January 2005   February 2005   March 2005   April 2005   May 2005   June 2005   July 2005   August 2005   September 2005   October 2005   November 2005   December 2005   January 2006   February 2006   March 2006   April 2006   May 2006   June 2006   July 2006   August 2006   September 2006   October 2006   November 2006   December 2006   January 2007   February 2007   March 2007   April 2007   May 2007   June 2007   July 2007   August 2007   September 2007   October 2007   November 2007   December 2007   January 2008   February 2008   March 2008   April 2008   May 2008   June 2008   July 2008   August 2008   September 2008   October 2008   November 2008   December 2008   January 2009   February 2009   March 2009   April 2009   May 2009   June 2009   July 2009   August 2009   September 2009   October 2009   November 2009   December 2009   January 2010   February 2010   March 2010   April 2010   May 2010  

This page is powered by Blogger. Isn't yours?

Subscribe to Posts [Atom]