Yesterday John Paul Cook talked in the Math Club about sabermetrics. For those who weren’t able to make it, we’d like to tell you two of the many things he talked about.
First, the father of sabermetrics, Bill James, discovered his “Pythagorean Winning Percentage Formula“: If R is the number of runs scored in a season by a baseball team, and A is the number of runs they allowed the other team to score, then you should expect that the fraction of the games they won to be
Winning Fraction = 
There is a mathematical basis for this formula, but Bill James found it by looking at many, many, many baseball teams’ records. Actually, the more accurate formula is to replace all the 2’s by 1.82, but it’s much easier to square things.
For example, the Minnesota Twins scored 817 runs and allowed 765 runs in 2009. By the above formula, their theoretical winning rate is approximately .5328. That is, they should have won 53.28% of the 163 games they played. So their record should have been 86.8 wins and 76.2 losses. What was their actual record? 87 wins and 76 losses! (And the MN Twins were chosen at random from the 2009 season, by the way)
One interpretation is that the Twins won about as many games as they “should” have won. That is, that their record fairly reflects how well they were playing. On the other hand, if the Twins record had been 93 and 70, then you would know that they had won more games than they “should” have. That is, that some of those games were due to luck. There is a lot of close games in baseball and on average you expect a team to win about as many of them as is justified by their quality of play, but sometimes a team gets a bit lucky (or unlucky) and a few more games go their way.
Teams use this formula in the real world to help determine what to do in between seasons. In the Twins case, they won a lot of games because they’re a good team, so the management will probably try to keep the same players and maybe try to improve a bit by getting one or two new players in key positions. Another team might have the same win-loss record, but when they do the math, discover that they only have that record because they were “lucky”. Which means that more than likely next year they will do worse and it will take more than 1 or 2 new players if they want to keep having a good record.

There's always next year.
John Paul also told us that the same formula applies in other sports. R is the points the team earns over the season, A is the number of points the team lets its opponents score. The only change is that the exponent changes from sport to sport. For example, in football the 2 should be replaced with a 2.37. John Paul did the calculation for the Oklahoma football team. He first tossed out the Tulsa and Idaho State games since those weren’t serious opponents and the data from those games would unfairly skew things. Applying the formula, the Sooners “should” have had a record of 7 wins and 3 losses. In reality, they had a record of 5 and 5. So the math says that two of their losses can be blamed on bad luck. Of course, if you’re paying Bob Stoops $4 million per year, that’s small consolation.
John Paul also told us a Bill James quote which seemed especially appropriate on a day when a politician is in Norman selling their book. Bill James was talking about sportswriters (and their opinion on whether or not Jim Rice should be in the Hall of Fame), but he could have been talking about politicians:
Virtually all sportswriters, I suppose, believe that Jim Rice is an outstanding player. If you ask them how they know this, they’ll tell you that they just know; I’ve seen him play. That’s the difference in a nutshell between knowledge and BS; knowledge is something that can be objectively demonstrated to be true, and BS is something that you just “know.” If someone can actually demonstrate that Jim Rice is a great ballplayer, I’d be most interested to see the evidence.
–Bill James
Addendum: On the theme of politicians and math, in recent testimony to Congress about Afghanistan, Secretary of Defense Robert Gates said:
[July 2011] will be the beginning of a process, an inflection point, if you will, of transition for Afghan forces as they begin to assume greater responsibility for security.
Robert Gates
We’re pretty sure Mr. Gates is using “inflection point” in a different way then us math folks do.