Baseball Musings
Baseball Musings
November 02, 2006
Predicting Soriano

Although the overall number of free agents will likely be close to 200, the number of impact players in that group is fairly small. Going through the list yesterday of players who filed, I counted 21 that might make an impact. One of the more interesting hitters is Alfonso Soriano. Soriano played a career year in 2006. Through the 2005 season, his career averages were .280 BA, .320 OBA and a .500 slugging percentage. The 2006 season saw those averages come out at .277, .351 and .560. His batting average was right in line with his career, but OBA was well above his career average and 13 points above his previous high.

It turns out a player with a .320 OBA has a 4% chance of posting a.351 OBA over 726 plate appearances. So it's significant at the .05 level. Another way of looking at it is by a confidence interval, and the .351 is in the 95% confidence level for a player with a .320 OBA. In other words, Soriano was very close to his OBA in 2006 representing a new level of performance.

If I'm a GM interested in signing Alfonso, I'll want to know what changed. Why did he draw so many more walks than in 2006 than in previous seasons? Did the Washington coaches get him to change his approach? Was it that with a poor offense behind him, he got less to hit? If it was coaching, it this something that he's absorbed, or does he constantly need to be reminded?

At .350, with his power, he's a very productive player. At a .330 OBA, he's more of an out machine and certainly not a good leadoff hitter. My guess is that the teams convinced 2006 is real are the teams that wind up bidding for Alfonso. The other will find the money offered too rich.


Posted by David Pinto at 10:26 PM | Free Agents | TrackBack (0)
Comments

I think that OBP isn't important to some teams. Take the Phillies for instance. Soriano would strengthen the power slot of the Phillies lineup, protecting either Utley or Howard, or maybe both in the 5th position.

Posted by: Mark C. at November 2, 2006 11:52 PM

What happened to Soriano?

They were pitching around him. his IBB went from 3 in 2005 to 16 in 2006. I'm sure there were a lot of the invisible IBB's.

Posted by: GEB4000 at November 3, 2006 11:59 AM

Those IBB's would likely go down again if he was batting near Ryan Howard and Chase Utley in the lineup.

Posted by: Tom G at November 3, 2006 01:06 PM

David,

Hey, thanks for the analysis. I seem to remember alot more numbers rather than links to other stories. I like both, and infact use your blog like a news aggregator, but I think it was the analysis that got me here in the first place.

Keep up the good work, and I am enjoying the soriano resurgence.

Later

Tarik

Posted by: tarik saleh at November 3, 2006 01:11 PM

David,

A player with a .320 OBP over 726 PA means that he'd be expected to get on base 232 times. Sori got on base .351x726=255 times, or 23 more times.

How much is 1 SD? sqrt(.32*.68*726)=13. That puts him at around 1.8 SD. It's eybrow lifting, but not much.

As the other poster mentioned, his IBB went from 15 for his 5-yr career (3 per year) going into 2006, to 16 just for 2006. That's 13 more IBB, which is 1 SD just by itself! (It should really be more like 9 more IBB, since we don't want to count all 13 extra IBB as outs... they'd be 4 on base and 9 outs.)

I would definitely not consider Soriano as a player who has established a new level of talent, based on the data at hand.

Tom

Posted by: tangotiger at November 3, 2006 02:10 PM
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