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THE BOOK--Playing The Percentages In Baseball

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Wednesday, February 17, 2010

Tango’s Lab: Batted Ball FIP

By Tangotiger, 05:59 PM

Just fooling around here.  I ran a regression of all plate outcomes (BB, SO, GB, outfield FB, infield FB, line drive, bunts) per PA against ER per PA.  And then I ran a regression of the same plate outcomes against Outs per PA.  I get these coefficients:

ER     outs    PlateOutcomes
0.35     0.08     rBB
-0.12     0.99     rSO
0.04     0.80     rGB
0.39     0.39     rLD
0.19     0.70     rOFFB
-0.26     1.21     rIFFB
-0.18     0.88     rBunts

And then I applied that to a pitcher’s career total (2002-09, min 1500 PA) to get their estimated ER, estimated Outs, and calculated ERA as ER/Outs*27.  The correlation between this estimate and ERA is r=.81.  For SIERA, it was r=.77.  FIP was r=.86 (but that’s because it uses HR). 

Anyway, just something quick I did.

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February 17, 2010
Tango’s Lab: Batted Ball FIP