On Monday, I introduced my Luck stat for pitchers and hitters. Today, I will look into some improvements to the hitter portion of the stat.
Moving Luck to a Rate Stat
The main focus for the stat was to try to find players under- or over-performing. The Luck stat I previously released was the accumulation of the luck a player had for the entire season. The problem was that two players with similar BABIPs and HR/FB ratios would be rated differently by the stat because of their PAs. I just divided the previous Luck value by PA and then readjusted the multiplier to get near -10 to +10 scale. Here is a comparison of old and new Luck leaders and laggards (min 150 PA):
Old Luck Leaders and Laggards:
|Name||Old Luck||New Luck|
New Luck Leaders and Laggards:
|Name||New Luck||Old Luck|
|Young Jr. Eric||-13.1||-5.7|
The differences between the charts can be seen fairly quickly. With the old Luck values, players that are somewhat lucky get pushed to the top of the list because of their playing time. The second table has some players with extreme values because of a smaller number of PAs.
The one name that makes both lists is Ben Revere for being unlucky. His unluckiness is from having a 0.260 BABIP with an xBABIP of 0.349. Also, he has hit no home runs on 39 fly balls. After a 0.326 average in the minors, he has only able to hit for a 0.246 average in the majors. He may be looking to improve in 2012.
Home Run Rate Regression Changed
With the old Luck, I regressed the player’s home run rate with 300 PAs of the league average value. Power hitter dominated the top of the leader board. I wanted use only this season stats for ease of computation, so I change the regression value from 300 PA to 150 PA.
The change takes a little less emphasis off HR/FB%, but still shows players that are under or over performing.
Last Year’s Results
Taking the top 10 luckiest hitters from 2010, I compared to how their wOBA did then in 2011:
|Name||Luck||2010 wOBA||2011 wOBA||Difference|
|Avg. Diff. =||-0.070|
Of the 10 players, only one (Mike Stanton) improved in 2011 and all the rest saw their wOBA drop. As a group, their wOBA dropped by an average of 70 points.
I like where Luck stands right now as a rate stat to find players who were helped by an over inflated BABIP and HR/FB%. Here is the complete list of players from 2010 and 2011 in a Google Doc to examine. Let me know if you have any comments and I will look at pitcher’s Luck on Monday.