Saturday, February 08, 2014

Tigers Pitchers Got Lots of Easy Outs in 2013

 More than a third of the batters facing Max Scherzer in 2013 were "easy outs". 
 (Photo credit: Star Tribune)

Much has been written about fielding independent events - strikeouts, walks, hit batsmen and home runs - over the last several years.  These are things which a pitcher controls with minimal contribution from fielders.  No event is totally independent of teammates of course.  For example, an outfielder can reach over the fence to prevent a home run.  Additionally, recent research on framing pitches suggest that catchers can have some influence over strikeouts and walks.  Still, pitchers do control these events for the most part.

Another event which is mostly the responsibility of the pitcher, and could be considered fielding independent, is the infield fly.  While there are certainly fielders involved in getting outs on infield flies, there is not a lot of difference among major league infielders in their ability to catch infield flies.  Regardless of the pitcher or the team, when you see a pop up in the infield it almost always leads to an out.  Table 1 below shows that batters hit .022 and slugged .028 on pop ups in 2013.   These rates are much lower than those for any other batted ball type including ground balls.

Table 1: Batting Statistics by Batted Ball Type, 2013
Batted Ball Type
BA
SLG
OPS
Ground ball
.244 .262 .506
Infield fly
.022 .028 .050
Outfield fly
.231 .673 .905
Line drive
.674 .977 1.650
Data source: Retrosheet.org

The notion that infield flies are essentially fielding independent events is not not a new one.  Dave Cameron and Tom Tango have both suggested adding infield flies to the Fielding Independent Pitching (FIP) statistic similar to how strikeouts are already included.  It's true that infield fly ball rate is less predictive of future performance than strikeout rate, but predicting the future is not the only function of FIP.  It is also used to evaluate past performance.

Since infield flies lead to outs almost as frequently as strikeouts, I have combined the two into a statistic I call Easy Out Percentage - EO% (not to be confused with OE%).  It is simply strikeouts plus infield flies divided by batters faced.  As mentioned above, this could also be incorporated into FIP, but simple statistics are good too.  Table 2 below shows that Rangers ace right hander Yu Darvish led the majors with a 38.3 EO% in 2013.  The National League leader was Matt Harvey of the Mets (35.4).

Three Tigers finished in the top six - Cy Young award winner Max Scherzer (34.9), AL ERA leader Anibal Sanchez (34.7) and the "disappointing" Justin Verlander (32.8). 

Table 2: Easy Out Percentage (Strikeouts and Infield Flies), 2012

Pitcher
Team
BFP
K
IFFB
EO%
Yu Darvish
Rangers
841
277
45
38.3
Matt Harvey
Mets
690
191
53
35.4
Max Scherzer
Tigers
836
240
52
34.9
Anibal Sanchez
Tigers
746
202
57
34.7
Madison Bumgarner
Giants
803
199
65
32.9
Justin Verlander
Tigers
925
217
86
32.8
Felix Hernandez
Mariners
822
216
48
32.1
Clayton Kershaw
Dodgers
908
232
59
32.0
Jose Fernandez
Marlins
681
187
31
32.0
Chris Sale
White Sox
866
226
48
31.6
Stephen Strasburg
Nationals
731
191
39
31.5
Shelby Miller
Cardinals
722
169
57
31.3
Jose Quintana
White Sox
832
164
95
31.1
Erik Bedard
Astros
663
138
67
30.9
Ubaldo Jimenez
Indians
777
194
45
30.8
Julio Teheran
Braves
774
170
68
30.7
Cole Hamels
Phillies
905
202
75
30.6
A.J. Griffin
Athletics
823
171
80
30.5
Lance Lynn
Cardinals
856
198
63
30.5
Gio Gonzalez
Nationals
819
192
56
30.3
                         Data source: FanGraphs.com 

The majority of pitchers rank similarly on K% and EO%, but there are some exceptions.  One such outlier was Jose Quintana of the White Sox who ranked 49 out of 109 pitchers (with 600+ batters faced) in strikeout percentage, but 13th in EO%.   The reason for the disparity was that Quintana (15.6%) ranked first in infield flies per batted ball even though he whiffed relatively few batters.

Another oddball was Pirates right hander A.J Burnett - 85th in K% and 39th in EO%.  In his case, he retired a lot of batters on strikes but had the lowest pop fly rate in the majors.

It is important to keep in mind that the ability to to induce popups has not been shown to be a highly repeatable skill for most pitchers.  For example, Quintana's rate in 2013 was about twice as high as in his rookie campaign in 2012.  Regardless, his infield flies in 2013 added value and he should get credit for them.   

Saturday, February 01, 2014

Which Players Were Best at Advancing Runners in 2013?



Prince Fielder had more opportunities to advance runners than any hitter in 2013 and led the AL in both successes and failures.  (Photo credit: Getty Images)

In earlier posts, I discussed some statistics which describe how runs are scored: (1) Baseball Prospectus' Others Batted In Percentage statistic which is the percent of runners on base which a batter drives in; (2) Runs Assisted which is the number of runs to which a batted contributed without getting a run scored or RBI. In this post, I'll talk about other things that can happen in a plate appearance where there are runners on base.  

The events that can occur when batters are presented with base runners can be put into two broad categories (Advancement and Non-advancement) and five sub-categories.  There are three types of Advances (ADV):
  • Other Batted In (OBI) - A base runner is driven in by the batter.  It's the same thing as an RBI except a player does not get credit for driving himself in with a home run.
  • Run Assisted (RAS) - A batter advances a runner to either second or third with a hit, base on balls, hit batsmen, error, sacrifice bunt, or another kind of out.  If that runner then scores either during the same at bat or an ensuing at bat, the batter who advanced him is given a Run Assisted.
  • Unrewarded Advancement (UNR) - A batter advances a runner, but the runner does not score by the end of the inning.  
When I first presented the Runs Assisted metric, I also included a second part to the definition: "A batter reaches base and is removed for a pinch runner or is replaced by another runner on a force out.  If the new runner then scores, the batter who originally reached base is given a Run Assisted".   Here, I am only looking at whether a batter advances base runners, so the second portion is excluded.

There are two types of Non-advances (NADV):
  • Neutral (NEU) - A batter does not advance a runner, but there are no outs on the play. (e.g. a walk with a runner on second)
  • Giveaway (GA) - A batter fails to advance a runner and one or more outs are made either at the plate or on the bases.
It is possible to have an Advance and a Giveaway in the same plate appearance.  For example, a batter comes up with runners on first and second and hits into a force out at second advancing the runner to third.  In that case, he gets credit for a Giveaway for the first runner and an Advance (either a RAS or UNR) for the second runner.  These statistics are discussed further in the comments section of a post at Tom Tango's Book Blog.  I basically followed his algorithm presented in comment #31. I have not yet programmed the odd-ball occurrences discussed, but they should not change the results too much.   

Table 1 below shows that there were 55,844 runners on base in all American League plate appearances in 2013. A total of 21,000 (or 37.6%) were advanced including Others Batted In (13.5%), Runs Assisted (10.5%) and Unrewarded Advances (13.6%).  There were 34,844 Non-advances (62.4%) including Neutrals (4.3%) and Giveaways (58.2%).   The National League percentages were similar. 

Table 1: Advancement of Runners by League , 2012
League
        American
       National
Category
n
%
n
%
Baserunners
55,884
100.0
     54,513
Advances
21,000
37.6
20,536
         37.7
   Others Batted In
7,525
13.5
7,086
13.0
   Runs Assisted
5,880
10.5
5,606
10.3
   Unrewarded Advances
7,595
13.6
7,844
14.4
Non-advances
34,884
62.4
33,977
62.3
   Neutrals
2,382
4.3
2,595
4.8
   Giveaways
32,502
58.2
31,382
57.6

These counting statistics are not a replacement for Batting Runs or True Average or any of your other favorite batting evaluation statistics.  Their primary purpose is to fill gaps in baseball data collection.  I find it interesting to know how successful a batter was in advancing runners and how often he failed.  In a more sophisticated analysis, these statistics might possibly have some practical use in building batting orders or in looking at the age-old clutch questions.  This post only serves as an introduction to some new statistical categories.

Table 2 shows that Reds second baseman Brandon Phillips advanced more runners (220) than any player in baseball in 2013.  The American League leader was Tigers first baseman Prince Fielder with 215.  Does it seem like Fielder was the best in the league at advancing runners last year?  If it doesn't feel that way to you, there's a reason for it. Table 3 tells us that Fielder also failed to advance a league-leading 321 base runners.  If we remove Neutrals from the equation (as many of those are walks where the batter has not given any good pitches to hit), Fielder still led with 294 giveaways. 

                                     Table 2: Runners Advanced Leaders, 2013

Player
Team
OBI
RAS
Unrewarded
Advances
Brandon Phillips
Cincinnati
85
63
72
220
Prince Fielder
Detroit
81
50
84
215
Paul Goldschmidt
Arizona
89
48
69
206
Miguel Cabrera
Detroit
93
51
59
203
Joey Votto
Cincinnati
49
80
73
202
Dustin Pedroia
Boston
75
69
57
201
Robinson Cano
New York
80
45
73
198
Adrian Gonzalez
Los Angeles
78
52
64
194
Matt Holliday
St. Louis
72
69
52
193
Hunter Pence
San Francisco
72
38
82
192

Table 3: Non-Advancement Leaders, 2013

Player
Team
Neutrals
Giveaways
Non-advances
Prince Fielder
Detroit
27
294
321
Jay Bruce
Cincinnati
41
274
315
Victor Martinez
Detroit
22
291
313
Hunter Pence
San Francisco
14
279
293
Pedro Alvarez
Pittsburgh
25
268
293
Mike Napoli
Boston
26
264
290
Josh Hamilton
Los Angeles
17
270
287
Mark Trumbo
Los Angeles
19
268
287
Adrian Beltre
Texas
24
260
284
Dustin Pedroia
Boston
19
258
277
 

Fielder leading the league in both advances and non-advances tells us something about these new measures. They are counting statistics like RBI which are dependent on opportunity and nobody had more chances with runners on base than Fielder batting behind MVP Miguel Cabrera. So, it's useful to compute a rate.  There are several ways that could be done, but one simple one is Advance Percentage (ADV%).  

Table 4 indicates that Cardinals first baseman Allen Craig advanced 184 of 348 base runners (excluding neutral plate appearances) for a .508 percentage.  This was the top percentage among players with 200 or more base runners in their plate appearances.  The trailers are shown in Table 5 led by Braves outfielder B.J. Upton at .258. 


Table 4: Advance Percentage Leaders, 2013

Player
Team
Base runners
Advances
%
Allen Craig
St. Louis
348
184
.508
Matt Holliday
St. Louis
363
193
.501
Robinson Cano
New York
369
198
.497
Shane Victorino
Boston
271
139
.488
Matt Carpenter
St. Louis
289
147
.479
Freddie Freeman
Atlanta
366
188
.475
Adrian Gonzalez
Los Angeles
403
194
.464
Yadier Molina
St. Louis
333
160
.461
Jason Kipnis
Cleveland
371
178
.460
Torii Hunter
Detroit
409
190
.459
Joey Votto
Cincinnati
398
202
.458
Paul Goldschmidt
Arizona
409
206
.458
Josh Donaldson
Oakland
381
189
.458
Miguel Cabrera
Detroit
405
203
.456
Erick Aybar
Los Angeles
323
148
.454
 
 Table 5: Advance Percentage Trailers, 2013 

Player
Team
Base runners
Advances
%
B.J. Upton
Atlanta
255
69
.258
J.P. Arencibia
Toronto
299
82
.271
Rajai Davis
Toronto
214
62
.284
Dan Uggla
Atlanta
296
92
.285
Jedd Gyorko
San Diego
326
97
.287
Alfonso Soriano
Chicago
225
69
.294
Raul Ibanez
Seattle
274
84
.296
Lucas Duda
New York
202
68
.298
Chris Young
Oakland
244
75
.299
Will Middlebrooks
Boston
235
74
.301
 
 The information used here was obtained free of charge from and is copyrighted by Retrosheet.  Interested parties may contact Retrosheet at Retrosheet.org.  

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