Do Relievers Throw Harder?

My latest post at Beyond the Box Score takes a look at whether pitchers throw harder as relievers than as starters – with some surprising conclusions.

The data I used can be found here.

Looking at Pitches on the Edges

My latest post is up at Beyond the Box Score – looking at how umpires “mistakes” are affected by various splits on pitches near the edge of the strike zone.

Revisiting the Run Value of Switching a Ball to a Strike

Over at Beyond the Box Score, a commenter named Iblemetrician suggested that I reconsider how I calculated the value of switching a ball to a strike.

When I originally calculated the run value of a ball to a strike, I looked at all plate appearances for a given count. That came out to a run value of .161 runs Iblemetrician pointed out that certain counts will have more pitches taken – and even potentially have more pitches on the edge, which might be more likely to be miscalled.

With those suggestions (and after a little bit of programming), I went back and calculated a run value weighting by both called pitches and called pitches on the edges of the strike zone.

Let’s look at the same sort of table as in the first post – this time weighted by called pitches.

B S WOBA LW RV Ball RV Strike RV B->S Called Pitches Weighted RV
0 0 0.332 0 -0.0339 0.0426 0.0765 125879 0.0275
0 1 0.283 -0.0426 -0.0269 0.0617 0.0886 43120 0.0109
0 2 0.212 -0.1043 -0.02174 0.2007 0.2224 18148 0.0115
1 0 0.371 0.0339 -0.0626 0.0496 0.1122 41330 0.0132
1 1 0.314 -0.0157 -0.0504 0.0670 0.1174 31151 0.0104
1 2 0.237 -0.0826 -0.0461 0.2224 0.2685 22982 0.0176
2 0 0.443 0.0965 -0.1104 0.0617 0.1722 14736 0.0072
2 1 0.372 0.03478 -0.1026 0.0713 0.1739 14442 0.0072
2 2 0.29 -0.0365 -0.0983 0.2685 0.3667 16318 0.0171
3 0 0.57 0.2070 -0.1170 0.0696 0.1866 7308 0.0039
3 1 0.49 0.1374 -0.1866 0.0757 0.2623 6898 0.0052
3 2 0.403 0.0617 -0.2623 0.3667 0.629 7686 0.0138

Run Value of Switching a Ball to a Strike – Weighted by Called Pitches

Now let’s look at the same breakdown, but considering called pitches on the edge. These are pitches within 2 ball radii of any side of the strike zone (and within the strike zone on the other dimension). That means we’ll count the pitch if it’s one ball width outside the strike zone on the left and middle of the strike zone in height, but we won’t count it if it’s one ball width outside the strike zone on the left and three balls widths outside the zone high.

B S WOBA LW RV Ball RV Strike RV B->S Called Pitches on the Edges Weighted RV
0 0 0.332 0 -0.0339 0.0426 0.0765 25248 0.0292
0 1 0.283 -0.0426 -0.0269 0.0617 0.0886 7857 0.0105
0 2 0.212 -0.1043 -0.02174 0.2007 0.2224 2581 0.0087
1 0 0.371 0.0339 -0.0626 0.0496 0.1122 8383 0.0142
1 1 0.314 -0.0157 -0.0504 0.0670 0.1174 5895 0.0105
1 2 0.237 -0.0826 -0.0461 0.2224 0.2685 3533 0.0143
2 0 0.443 0.0965 -0.1104 0.0617 0.1722 2961 0.0077
2 1 0.372 0.03478 -0.1026 0.0713 0.1739 2817 0.0074
2 2 0.29 -0.0365 -0.0983 0.2685 0.3667 2687 0.0149
3 0 0.57 0.2070 -0.1170 0.0696 0.1866 1499 0.0042
3 1 0.49 0.1374 -0.1866 0.0757 0.2623 1376 0.0055
3 2 0.403 0.0617 -0.2623 0.3667 0.629 1318 0.0125

Run Value of Switching a Ball to a Strike – Weighted by Called Pitches on the Edges

I’m a little worried about sample size here – at least comparatively. The results back up the expected behavior though. Players are less likely to take a close pitch with two strikes than otherwise – which lowers the relative run value of those events and therefore the overall run value of “mistakes”.

Update to PITCHf/x Parser

I uncovered a bug in the parser script that was causing the nightly update to fail for all dates after the 10th of the month. Grab the new ZIP file for the fix. Also, you’ll need to run the parser manually starting from April 10. If you need any help send a comment or an email.

From the Department of Duh

“The decision to acquire Matt Morris last July did not turn out to be a sound baseball judgment”

-Pittsburgh Pirates team president Frank Coonelly

Really?  I’m sure no one could have seen this happen.  I actually had higher hopes for Morris.  I thought he’d at least be able to hold on through the season.  Or maybe that’s lower hopes for Pirates management.

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