Our Inspiration

Sunday, April 29, 2012

Mariano Rivera - Era-Adjusted Home Runs (HR/9) Using HR-Plus

An earlier post - Mariano Rivera's Nasty Statistics - discussed Mariano's high rankings in several statistical categories. Since statistics such as strikeouts, home run rates, and runs scored have varied so much across MLB history, I've been working on a mini-project to normalize these stats across eras, primarily for the all-important purpose of seeing where Mariano ranks. This post presents the career leaders in adjusted Home runs per nine innings (HR/9).

Using actual stats, Mariano's .47 HR/9 ranked a seemingly mortal 264th out of the 1037 pitchers who have pitched at least 1000 innings since 1901. However, since Mariano has pitched in the highest HR environment of all time, looking at adjusted stats underrates Mariano. For example, Hall of Famer Rube Marquard had a .291 career HR/9, ranking him well above Mariano. But Marquard pitched from 1908-1925, where the average HR/9 was .235. So Marquard was actually 20% worse than league average at preventing HRs, while Mariano's .47 HR/9 is more than twice as good at the league average from 1995-2011 (which was a 1.064 HR/9).

To see beyond such distortions, we need to adjust the pitchers' HR/9 stats to a common scale. In this exercise, I adjusted career HR/9 stats to the 1953 AL, which I chose because that league averaged a HR/9 of .715, which is almost identical to the MLB historical average HR/9 of .714. (Note: The method would rank pitchers the same regardless of which year and league used as the adjustment target.)

To adjust, I used the Home Runs Plus (HR+) statistic, which is one of the "Plus" statistics Diamond Mind Baseball uses to adjust for era differences. HR+ measures how far above or below average a given pitcher's HR/9 in a season was to the league average - a score of 100 is average, above 100 is above average, etc. For example, in 2011 Mariano's HR+ was 224, indicating he was 124% better than the 2011 AL league average in preventing home runs.

Once you have pitchers' annual HR+ stats, you can use that data to calculate pitchers' career HR+ stats. You can then use career HR+ stats to adjust pitchers HRs allowed and HR/9 for a given season's HR rate, which provides the needed common scale mentioned earlier. To spare those who are averse to math and are just interested in the results, the calculation method is described on a separate page - see http://www.guttygrittyyankees.com/p/adjusting-career-home-runs-allowed-hr9.html.

The following table lists the top 25 pitchers in MLB history in HR+,  for pitchers with at least 1000 IP through 2011, and also adjusted HRs allowed and HR/9 to the 1953 AL. Mariano ranks 4th - his HR+ of 228 indicates he was 128% better than league average at preventing HRs.

PitcherDebutIPHRsHR/9Expected HRsHR+Adjusted HRsAdjusted HR/9
Corridon, Frank 1904 1216.0 7 0.052 18 262 37 0.273
Pfiester, Jack 1903 1067.3 6 0.051 15 251 34 0.285
Russell, Reb 1913 1291.7 7 0.049 17 244 42 0.294
Rivera, Mariano 1995 1211.3 65 0.483 148 228 42 0.313
Killian, Ed 1903 1598.3 9 0.051 20 219 58 0.327
Minton, Greg 1975 1130.7 43 0.342 93 216 42 0.331
Perranoski, Ron 1961 1174.7 50 0.383 105 210 44 0.340
May, Jakie 1917 1562.3 35 0.202 71 204 61 0.350
Wood, Joe 1908 1436.3 10 0.063 20 204 56 0.350
Rixey, Eppa 1912 4494.7 92 0.184 184 200 178 0.357
McDowell, Roger 1985 1050.0 50 0.429 96 191 44 0.374
Ruth, Babe 1914 1221.3 10 0.074 18 180 54 0.398
Tekulve, Kent 1974 1436.3 63 0.395 113 179 64 0.399
Veale, Bob 1962 1926.0 91 0.425 162 178 86 0.402
Joss, Addie 1902 2327.0 19 0.073 33 175 106 0.409
Forster, Terry 1971 1105.7 51 0.415 88 173 51 0.412
Quisenberry, Dan 1979 1043.3 59 0.509 102 172 48 0.415
Brown, Kevin 1986 3256.3 208 0.575 358 172 150 0.416
Donahue, Red 1893 1535.0 17 0.100 29 171 71 0.418
Plank, Eddie 1901 4495.7 41 0.082 70 170 210 0.420
Wight, Bill 1946 1563.0 74 0.426 125 169 73 0.422
Webb, Brandon 2003 1319.7 92 0.627 156 169 62 0.423
Lincecum, Tim 2007 1028.0 66 0.578 111 169 48 0.423
Richard, J.R. 1971 1606.0 73 0.409 123 169 76 0.423
Hollingsworth, Al 1935 1520.3 47 0.278 79 168 72 0.425

 I posted a spreadsheet listing these stats for all pitchers with at least 1000 IP - see https://docs.google.com/spreadsheet/ccc?key=0AkMu391-e5t0dDdlTjhaNlVpZWI1anBqVklWTlBLb3c.

There are many interesting things about the list. For example, apart from being exceptionally good at preventing HRs, what do Frank Corridon and Mariano Rivera have in common?




They both learned historically nasty pitches by accident:

  • Frank Corridon is commonly considered to be the inventor of the spitball. The excellent book A Game of Inches: The Stories Behind the Innovations That Shaped Baseball: The Game on the Field (Volume 1) indicates Corridon was tossing with the catcher on a soggy day, and noticed that the wet ball was sharply breaking. This observation inspired Corridon to fiddle with various grips and moisture levels until he perfected the spitball.
  • Mariano's cutter came into being in 1997. When he was playing catch with Ramiro Mendoza, the ball started cutting unexpectedly, even though Mariano was using a 4-seam fastball grip. The humorous part of this is apparently Mariano and pitching coach Mel Stottlemyre tried to straighten out the movement and restore Mariano's 4-seamer, since until Stottlemyre realized that having the ball break was more effective and said "You know, leave it like that."
Another name on the list, Jakie May, is the answer to a great trivia question. According to Jayson Starks, the only 2 pitchers to end their careers on a decision in the final game of a World Series are Jakie May and Pedro Martinez. We all remember Godzilla destroying Pedro a couple years back. Jakie May's last game, was also against the Bombers; in game 4 of the 1932 World Series May lost a 4-3 lead, giving up 6 runs in 3.1 innings, including a big 2-run single to Lou Gehrig and Babe Ruth's last World Series hit and RBI.

But let's get back to Mariano. What a great advantage to the Yankees to have had a closer with such versatile skills - control, power, and a historically great ability to keep the ball in the park.  Just compare him to Trevor Hoffman:
PitcherDebutIPHRsHR/9Expected HRsHR+Adjusted HRsAdjusted HR/9
Rivera, Mariano 1995 1211.3 65 0.483 148 228 42 0.313
Hoffman, Trevor 1993 1089.3 100 0.826 124 124 70 0.577

Hoffman was stingy when it came to giving up HRs to batters other than Scott Brosius. Hoffman's .826 HR/9 was significantly below league average, and his HR+ ranks him 197th out of the 1037 pitchers with over 1000 IP.  Even so, Mariano is twice as good at preventing HRs.

This is where you can see the unique value of Mariano Rivera. I'd argue that if the Yankees had Hoffman instead of Mariano, the Yankees' odds of winning 5 World Championships since the mid-1990s would have decreased. For example,  having a pitcher twice as likely as Mo to give up a HR in the bottom of the 9th in game 5 of the 2000 ALDS or the top of the 9th in game 6 of the 2000 ALCS would obviously have lessened the Yankees' chances of getting to the World Series. This comparison means no disrespect towards Hoffman, who was a great closer;  rather, the comparison is just to highlight Mariano's relative greatness in terms of preventing home runs.




Correction: An earlier version of this post used a different adjustment method. I've since decided that HR+ is a better method than what I did back then.

No comments:

Post a Comment

Speak your mind. No registration required.