Baseball Musings
Baseball Musings
June 06, 2008
Graphing Chipper

The latest graph of Chipper Jones's probability of hitting .400 is up. His probability of hitting .400 is now 0.000959, the highest it's been this season. His four for five yesterday raised his average to .418. I keep waiting for the slump, and the slump doesn't happen.

Devon Young sends the following information showing Chipper tends to hit better in the second half of the season:

1995: .248/.282 (+34)
1996: .300/.321 (+21)

1997: .307/.281 (-26)
1998: .309/.318 (+9)
1999: .313./.328 (+15)
2000: .320/.301 (-19)
2001: .308/.356 (+48)
2002: .307/.353 (+46)

2003: .289/.325 (+36)
2004: .214/.278 (+64)
2005: .282/.307 (+25)
2006: .315/.341 (+26)
2007: .329/.345 (+16)

Chipper's going to be fun to watch. Right now, he needs an 0 for 10 to fall below .400, so he should remain there at least two more games.

Update: Congratulations also to Chipper on his 400th career home run!

Correction: Someone emailed to ask how I did the calculation. In stepping through it I discovered a rounding bug that caused a underestimation of the hits needed for a .400 average sometimes. Instead of usings round, I'm now usings roundup for the hits calculation. That lowers his current probability of hitting .400 to 0.000655915. I've updated the graph.


Posted by David Pinto at 07:59 AM | Records | TrackBack (0)
Comments

Why are you using Chipper's career batting average as his "true" representative hit rate when it's been far higher than that over the last three years?

Posted by: Aryeh at June 6, 2008 09:18 AM

Because I feel a larger sample size is the best estimate of his ability.

Posted by: David Pinto at June 6, 2008 10:46 AM

Have you completed this exercise with other recent runs at .400? I am thinking George Brett, John Olerud, Tony Gwynn. I think that would be fascinating to see how their odds changed as the season went on. Or is the spreadsheet available to plug the data in if someone were to do the legwork to track down daily box scores?

Thanks!
Andrew

Posted by: Andrew at June 6, 2008 12:34 PM

You don't need to do legwork to track down boxscores. All hail Retrosheet.

Posted by: Tor at June 6, 2008 10:29 PM

Foreget retrosheet, for this you can just do a quick search on the Day by Day database.

Posted by: Devon Young at June 11, 2008 04:05 PM
Post a comment









Remember personal info?