- ERA gives pitchers full credit/blame for results of batted balls in play despite the fact that they share that responsibility with fielders. For example, a pitcher with a strong defense behind him will tend to give up fewer hits (and thus fewer runs) than if he had a poor defense behind him.
- ERA gives pitchers full responsibility for sequencing or timing of events, that is, it assumes that they can control when they give up hits and walks. For example, if a pitcher pitches extraordinarily well with runners in scoring position in a given year, he will have a lower ERA than if he had a typical year in those situations. Additionally, a pitcher who tends to bunch base runners together in single innings will have a higher ERA than if he had a typical year distributing base runners more evenly.
Because they are based on things that pitchers essentially control, the DIPS metrics are said to be better measures of true talent than ERA. As a result, they are also better than ERA at predicting future performance. However, they only measure a portion of a pitcher's talent and should be used as complements to ERA rather than as replacements.
More and more fans are becoming comfortable with DIPS theory, but it is still a really difficult concept to get across to the mainstream. If you ever try to explain FIP or any other DIPS statistic to the uninitiated, you will probably find that they are skeptical of a pitching statistic which ignores hits. They are not likely to buy into it even if they realize the limitations of ERA.
So, rather than asking fans to take the big leap from ERA to FIP, why not meet them half way? Instead of removing hit prevention and sequencing in one step, it might be better to remove one factor at a time. Bill James did that with his Component ERA (ERC). Applying the runs created methodology to pitchers, he determined what a pitcher's ERA should have been based on walks, hit batsmen, strikeouts, homers AND hits allowed. I'm going to look at some similar statistics here based on more modern measures such as linear weights and Base Runs.
We often use Weighted On-Base Average (wOBA) to measure overall hitting performance and it can also be used for pitchers. The American League wOBA Against (wOBAA) leaders are shown in Table 1 below. Tigers ace Justin Verlander currently leads the league with a .263 wOBAA. Following Verlander are Jered Weaver of the Angels (.264), Rays southpaw David Price (.271), Mariners fire baller Felix Hernandez (.271) and White Sox youngster Chris Sale (.275). These same five pitchers will show up on the top of all the leaderboards in this post.
Oft-injured starter Doug Fister is 18th in the league at .315. So, if he is out for an extended period of time with his groin injury, it could hurt the Tigers a lot.
Table 1: AL wOBA Against Leaders
Team | G | IP | wOBAA | |
Justin Verlander | DET | 25 | 181.2 | .263 |
Jered Weaver | LAA | 23 | 148.0 | .264 |
David Price* | TBR | 25 | 170.0 | .271 |
Felix Hernandez | SEA | 26 | 187.2 | .271 |
Chris Sale* | CHW | 23 | 153.0 | .275 |
Jason Hammel | BAL | 18 | 109.1 | .292 |
Jake Peavy | CHW | 24 | 168.0 | .294 |
Jarrod Parker | OAK | 21 | 129.1 | .298 |
Hiroki Kuroda | NYY | 25 | 167.0 | .300 |
Bartolo Colon | OAK | 24 | 152.1 | .305 |
C.J. Wilson* | LAA | 26 | 159.1 | .306 |
Jason Vargas* | SEA | 26 | 176.0 | .306 |
Jose Quintana* | CHW | 17 | 104.1 | .306 |
CC Sabathia* | NYY | 20 | 141.2 | .307 |
Tommy Milone* | OAK | 24 | 153.1 | .310 |
Colby Lewis | TEX | 16 | 105.0 | .314 |
Scott Diamond* | MIN | 19 | 128.0 | .314 |
Doug Fister | DET | 19 | 117.2 | .315 |
Matt Harrison* | TEX | 24 | 161.0 | .315 |
Matt Moore* | TBR | 24 | 143.2 | .316 |
It's generally a good to convert to runs allowed when trying to evaluate pitchers, so we'll do that next. The Base Runs measure was created by David Smythe in the early 1990s. It is based on the idea that we can estimate team runs scored if we know the number of base runners, total bases, home runs and the typical score rate (the score rate is the percentage of base runners that score on average. Base Runs also works well for individual pitchers. The complete formula can be found here.
Verlander has 56 Base Runs Against in 181 2/3 innings so far this year. This means that he should have allowed an estimated 56 runs based on the number of base runners, total bases and home runs he has allowed. He has allowed 61 actual runs, so runs are scoring against him at a higher rate than you would expect so far. That could possibly be due to bad defense, unfortunate timing or just bad luck on locations of batted balls. The fact that 10 of the runs against him are unearned points towards his fielders.
Verlander has 33 Base Runs Above Average (RAA) which means that he has saved the Tigers an estimated 33 runs compared to the average pitcher in the same number of innings. Table 2 shows that he is second in the league behind Hernandez (37) on that metric. Fister is 20th with 5 RAA.
Table 2: AL Runs Above Average Leaders
Player | Team | G | IP | Base Runs | RAA |
Felix Hernandez | SEA | 26 | 187.2 | 55 | 37 |
Justin Verlander | DET | 25 | 181.2 | 56 | 33 |
David Price* | TBR | 25 | 170.0 | 52 | 32 |
Jered Weaver | LAA | 23 | 148.0 | 45 | 28 |
Chris Sale* | CHW | 23 | 153.0 | 51 | 25 |
Jake Peavy | CHW | 24 | 168.0 | 61 | 22 |
Hiroki Kuroda | NYY | 25 | 167.0 | 65 | 18 |
Jarrod Parker | OAK | 21 | 129.1 | 49 | 15 |
C.J. Wilson* | LAA | 26 | 159.1 | 64 | 15 |
Jason Vargas* | SEA | 26 | 176.0 | 74 | 13 |
Jason Hammel | BAL | 18 | 109.1 | 42 | 12 |
Jose Quintana* | CHW | 17 | 104.1 | 41 | 10 |
Matt Harrison* | TEX | 24 | 161.0 | 70 | 10 |
Tommy Milone* | OAK | 24 | 153.1 | 66 | 9 |
Scott Diamond* | MIN | 19 | 128.0 | 55 | 9 |
Bartolo Colon | OAK | 24 | 152.1 | 67 | 8 |
CC Sabathia* | NYY | 20 | 141.2 | 62 | 8 |
Matt Moore* | TBR | 24 | 143.2 | 64 | 6 |
Colby Lewis | TEX | 16 | 105.0 | 46 | 6 |
Doug Fister | DET | 19 | 117.2 | 53 | 5 |
Finally, Table 3 shows that Verlander has allowed 2.80 Base Runs per nine innings. About 93% of runs are earned, so multiply this result by .93. to put it on the same scale as ERA. The final result is a weighted component ERA. Although, I am not using linear weights here, I call it WERC because others have said they like the name. It's really not a novel idea though. Toirtap of Walk Like a Saber has been using Base Runs to evaluate pitchers for a while but prefers to not convert to the ERA scale.
Getting back to the example, Verlander has a 2.60 WERC which places him fourth in the league behind Hernandez (2.46), Price (2.55) and Weaver (2.55). Fister ranks 20th at 3.78. I'll take a look at the rest of the Tigers pitchers in a later post.
Table 3: AL WERC Leaders
Player | Team | G | IP | Base Runs/9 IP | WERC |
Felix Hernandez | SEA | 26 | 187.2 | 2.65 | 2.46 |
David Price* | TBR | 25 | 170.0 | 2.74 | 2.55 |
Jered Weaver | LAA | 23 | 148.0 | 2.74 | 2.55 |
Justin Verlander | DET | 25 | 181.2 | 2.80 | 2.60 |
Chris Sale* | CHW | 23 | 153.0 | 3.00 | 2.79 |
Jake Peavy | CHW | 24 | 168.0 | 3.29 | 3.06 |
Jarrod Parker | OAK | 21 | 129.1 | 3.42 | 3.18 |
Jason Hammel | BAL | 18 | 109.1 | 3.43 | 3.19 |
Hiroki Kuroda | NYY | 25 | 167.0 | 3.50 | 3.26 |
Jose Quintana* | CHW | 17 | 104.1 | 3.57 | 3.32 |
C.J. Wilson* | LAA | 26 | 159.1 | 3.62 | 3.37 |
Jason Vargas* | SEA | 26 | 176.0 | 3.80 | 3.53 |
Scott Diamond* | MIN | 19 | 128.0 | 3.84 | 3.57 |
Tommy Milone* | OAK | 24 | 153.1 | 3.90 | 3.63 |
Matt Harrison* | TEX | 24 | 161.0 | 3.92 | 3.64 |
Colby Lewis | TEX | 16 | 105.0 | 3.94 | 3.67 |
Bartolo Colon | OAK | 24 | 152.1 | 3.95 | 3.67 |
CC Sabathia* | NYY | 20 | 141.2 | 3.97 | 3.69 |
Matt Moore* | TBR | 24 | 143.2 | 4.05 | 3.77 |
Doug Fister | DET | 19 | 117.2 | 4.07 | 3.78 |
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