Wednesday, August 23, 2023

Maris was last among qualifiers in the AL in batting average on balls in play with .209 in 1961 and the next lowest was .244

Roger Maris had the lowest batting average on balls in play of his career in 1961 at .209 (league average was .275). The next lowest BABIP for Maris was .236 in 1958. Career BABIP was .254. Maris was last among qualifiers in the AL in 1961 and the next lowest was .244. All data is from Baseball Reference and Stathead.

Maybe he hit lots of fly balls that year which were easily turned into outs (when they stayed in the park). 
 
I found the BABIP of all 47 cases of a guy hitting 50+ HRs in a season.  Maris had the lowest of that group (again, .209). The next lowest was Jose Bautista at .233

So Maris was .024 lower than the next lowest guy. I also found the difference in BABIP between each rank. Ruth in 1920 was the highest with .364 and then Ruth 1921 was next with .363. So a difference of .001. I calculated the difference in BABIP like that for all the ranks and the next largest difference after the .024 difference between Maris and Bautista was .010, which occurred 3 times. The average difference was 0.00337. Most are below .005. So Maris is an outlier here.

If we don't include Maris, the average difference between ranks is 0.00291.
 
The standard deviation of that group for BABIP was .037 (including Maris). Since .024/.037 = .648, that means that Maris is almost 2/3 of a standard deviation below the next lowest guy.

The simple average of the 47 BABIPs was .302. So Maris was about 2.5 standard deviations below that. So, in this one way, Maris's 1961 season is unique among 50+ HR hitters.

In 1961, the standard deviation of BABIP for qualifiers was .027. Maris was .035 below the next lowest guy. That is 1.3 standard deviations. The next highest difference between ranks was .025, then .021, then .012. So again, like with the 50+ HR hitters, Maris really sticks out.

I also looked at all the guys who hit 50+ HRs in a season since 1988, the first year when BB Ref has batted ball type percentages. 30 guys were on the list. The correlation  between FB% and BABIP for that group was -0.087. It makes sense that the more FBs you hit the lower your BABIP. But for this group of elite HR hitters the effect is pretty weak.

So far this year for all qualifiers in the AL, the correlation between FB% and BABIP is -0.19 and last year it was -0.23. So maybe the effect is actually a bit stronger than the -0.087 shows. But still not much.
 
The simple averages for FB% and BABIP for this group of 30 are 34.56% and .298, respectively.

For the 50+ HR hitters, the five highest FB%'s were 

Player

HR

Year

FB%

BAbip

Barry Bonds

73

2001

44.4

0.266

Mark McGwire

52

1996

43.3

0.308

Mark McGwire

65

1999

39.5

0.250

Jim Thome

52

2002

38.6

0.319

Aaron Judge

62

2022

38.3

0.340


It does not look like the BABIPs are especially low here. 3 of them are above the average of .298 for the 50 HR guys. And they are allow well above Maris's .209.

Now the five lowest FB%s.

Player

HR

Year

FB%

BAbip

Alex Rodriguez

54

2007

30.5

0.309

Pete Alonso

53

2019

28.3

0.280

Sammy Sosa

66

1998

28.3

0.321

Albert Belle

50

1995

26.4

0.293

Giancarlo Stanton

59

2017

22.4

0.288


These BABIPs are not especially high. It looks like a low FB% for a power hitter does not necessarily translate into a high BABIP.

Maybe Maris had such a low BABIP in 1961 because he hit so many flyballs. But other data does not suggest a pattern that would support that conclusion.

Friday, August 18, 2023

A Mendoza line for BABIP?

Here are the bottom 3 among qualifiers in batting average on balls in play in the NL this year. League avg is .298. Next lowest guy has .230. Lowest in AL is .253

Pete Alonso  0.199 (previous career low is .274)
Kyle Schwarber  0.193 (previous career low is .240)
Max Muncy  0.186 (previous career low is .227)

Those previous lows are for seasons with 400+ PAs.

Here are all the cases of guys with a .200 or lower BABIP with 400+ PAs. From Stathead (https://stathead.com/tiny/RR7U1)

Rk

Player

BABIP

Season

1

Ben Conroy

0.171

1890

2

Joe Gerhardt

0.176

1885

3

Willie Kirkland

0.185

1962

4

Max Muncy

0.186

2023

5

Milt Scott

0.187

1886

6

Jim Canavan

0.187

1892

7

Gus Triandos

0.19

1959

8

Roy Campanella

0.191

1954

9

Kyle Schwarber

0.193

2023

10

Jimmy Macullar

0.194

1884

11

Aaron Hill

0.196

2010

12

John Gochnaur

0.196

1902

13

Eddie Zimmerman

0.196

1911

14

Dal Maxvill

0.197

1969

15

Curt Blefary

0.198

1968

16

Pete Alonso

0.199

2023

17

Germany Smith

0.199

1890

18

Mike Muldoon

0.199

1886

19

Ted Simmons

0.2

1981

 

Saturday, August 12, 2023

Top 10 seasons in various stats for closers plus career leaders

The criteria for being a closer was 40+ games finished in a season and at least 80% of their games had to be a game finished. All data from Baseball Reference and Stathead. The idea for this post from fellow SABR member Kerry Keene.

The link below has all the stats that I have below for pitchers with 400+ career games finished.

Career stats for all pitchers with 400+ games finished

That lists includes all data from each guy, including when they started. I also found all the guys with 400+ games finished using Stathead's split finder that allows us to get only their stats for when the pitched in relief. But then it does not show all the stats I look at here like WAR and FIP ERA, for example.

Relief only stats.

Now all the seasonal top 10s. Some great seasons don't make these lists since I used the 80% cutoff. Rich Gossage 1975, for example, came in at 79%.

WHIP
Dennis Eckersley  0.607  1989
Dennis Eckersley  0.614  1990
Craig Kimbrel  0.654  2012
Mariano Rivera  0.665  2008
Kenley Jansen  0.67  2016
Eric Gagne  0.692  2003
J.J. Putz  0.698  2007
Takashi Saito  0.715  2007
Emmanuel Clase  0.729  2022
Liam Hendriks  0.732  2021


ERA
Zack Britton    0.54    2016
Fernando Rodney  0.6  2012
Den Eckersley  0.61  1990
Blake Treinen  0.78  2018
Jon Papelbon  0.92  2006
Craig Kimbrel  1.01  2012
Rollie Fingers  1.04  1981
John Smoltz  1.12  2003
José Mesa  1.13  1995
Kirby Yates  1.19  2019


Saves
Francisco Rodríguez  62  2008
Bobby Thigpen  57  1990
Edwin Díaz  57  2018
John Smoltz  55  2002
Eric Gagné  55  2003
Randy Myers  53  1993
Mariano Rivera  53  2004
Trevor Hoffman  53  1998
Eric Gagné  52  2002
Den Eckersley  51  1992
Jim Johnson  51  2012
Rod Beck  51  1998
Jeurys Familia  51  2016
Mark Melancon  51  2015


H/9IP
Aroldis Chapman  3.5  2014
Craig Kimbrel  3.9  2012
Eric Gagné  4  2003
Billy Wagner  4.2  1999
Craig Kimbrel  4.4  2014
Craig Kimbrel  4.5  2018
J.J. Putz  4.6  2007
Carlos Mármol  4.6  2010
Jonathan Papelbon  4.6  2007
Armando Benítez  4.6  2000
Kenley Jansen  4.6  2016
Takashi Saito  4.6  2007
Troy Percival  4.6  1996


BB/9IP
Dennis Eckersley  0.5  1990
Dennis Eckersley  0.5  1989
Dan Quisenberry  0.7  1983
Dan Quisenberry  0.8  1982
Mariano Rivera  0.8  2008
Dan Quisenberry  0.8  1984
Kenley Jansen  0.9  2017
Dennis Eckersley  0.9  1996
Liam Hendriks  0.9  2021
Doug Jones  1  1997
Jonathan Papelbon  1  2008
Rod Beck  1  1997
Doug Jones  1  1994


K/9IP
Aroldis Chapman  17.7  2014
Edwin Díaz  17.1  2022
Craig Kimbrel  16.7  2012
Carlos Mármol  16  2010
Aroldis Chapman  15.8  2013
Aroldis Chapman  15.7  2015
Edwin Díaz  15.2  2018
Eric Gagné  15  2003
Kirby Yates  15  2019
Billy Wagner  14.9  1999


Save%
Rod Beck  100  1994
José Valverde  100  2011
Zack Britton  100  2016
Gordon Maltzberger  100  1944
Mike González  100  2006
Eric Gagné  100  2003
Brad Lidge  100  2008
Al McBean  100  1964
Trevor Hoffman  98.1  1998
Tom Gordon  97.9  1998


WAR
John Hiller  7.9  1973
Ted Abernathy  6.2  1967
Dick Radatz  6.1  1964
Jim Kern  6.1  1979
Dick Radatz  5.7  1963
Doug Corbett  5.7  1980
Dan Quisenberry  5.5  1983
Dick Radatz  5.5  1962
Greg Minton  5.4  1982
Aurelio Lopez  5.3  1979


ERA+
Zack Britton  803  2016
Fernando Rodney  641  2012
Dennis Eckersley  603  1990
Blake Treinen  531  2018
Jonathan Papelbon  517  2006
José Mesa  418  1995
Craig Kimbrel  399  2012
John Smoltz  385  2003
Kirby Yates  354  2019
Greg Holland  342  2013


FIP ERA
Craig Kimbrel  0.78  2012
Eric Gagné  0.86  2003
Aroldis Chapman  0.89  2014
Edwin Díaz  0.9  2022
Kirby Yates  1.3  2019
Kenley Jansen  1.31  2017
Dennis Eckersley  1.34  1990
Greg Holland  1.36  2013
Aroldis Chapman  1.42  2016
Kenley Jansen  1.44  2016