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This past Thursday, on a day in which only 18 of the 30 MLB teams suited up, the Oakland Athletics and New York Yankees attempted to soften the blow for fans upset over the lack of baseball to watch by playing 18 innings. This wasn't a doubleheader, but instead just a marathon-like game that had as many extra innings as regulation innings. Both teams utilized a reliever as a second starter, with the Yankees Adam Warren throwing 6 scoreless innings and the A's Jesse Chavez hurling 5 and 2/3 shutout frames.
Ironically, on the same day as the A's played 9 innings of free baseball, Dave Cameron of Fangraphs published an article titled "The Hidden Juggernaut in Oakland." In the piece, Cameron begins by mentioning a tool he likes to use when analyzing players performances.
"One of my favorite toys here on FanGraphs is the Past Calendar Year split. I like the rolling 365 day line, as it gives us a good view of what a player (or team) has done in the equivalent of the most recent full season they have played."
Cameron goes on to discuss how the Athletics continue to locate market inefficiencies, find methods of utilizing that information to their advantage, and have seen their resulting strategies pan out on the field. He ends the piece with some kind words for the A's.
"There's no "past calendar year" championship to celebrate, but that doesn't mean we can't recognize it anyway. 168 games playing .643 baseball with a shoestring payroll full of guys other teams didn't see much value in. Kudos to the A's front office. They know what they're doing."
So, according to Cameron, who has a major say in deciding what information goes up on Fangraphs as well as how it is presented, when it comes to analysis, looking at the past calendar year can provide some insight not seen when utilizing other time frames. This becomes more evident in the beginning of a season, a time in which much or the analysis performed comes with sample size and randomness disclaimers attached.
In a separate article written on Frangraphs' fantasy adjunct RotoGraphs, Mike Petriello discusses one specific player from the A's calendar year success. Coco Crisp, the man with one of the best names and slickest batting helmets in baseball, it turns out, has been the 16th most valuable player in the last year, just ahead of White Sox outfielder Alex Rios and just behind Red Sox 2nd baseman Dustin Pedroia. The list looks like this:
Name |
G |
PA |
H |
HR |
R |
SB |
wRC+ |
WAR |
Mike Trout |
164 |
757 |
206 |
36 |
141 |
47 |
162 |
10.5 |
Miguel Cabrera |
164 |
724 |
217 |
49 |
126 |
3 |
186 |
8.9 |
Buster Posey |
154 |
638 |
189 |
25 |
83 |
1 |
170 |
8.2 |
Robinson Cano |
166 |
722 |
198 |
38 |
99 |
5 |
149 |
7.3 |
Andrew McCutchen |
163 |
704 |
198 |
27 |
117 |
23 |
150 |
7.2 |
Carlos Gomez |
159 |
605 |
161 |
28 |
101 |
44 |
132 |
7 |
Ryan Braun |
153 |
669 |
188 |
35 |
100 |
23 |
155 |
6.8 |
Adrian Beltre |
162 |
687 |
205 |
40 |
103 |
0 |
148 |
6.7 |
David Wright |
159 |
679 |
171 |
22 |
84 |
20 |
129 |
6.5 |
Chase Headley |
152 |
664 |
156 |
30 |
86 |
12 |
135 |
6.3 |
Yadier Molina |
144 |
590 |
175 |
18 |
65 |
10 |
141 |
6.3 |
Joe Mauer |
151 |
674 |
190 |
13 |
87 |
5 |
147 |
6.1 |
Alex Gordon |
165 |
734 |
210 |
15 |
100 |
9 |
131 |
6 |
Ben Zobrist |
163 |
700 |
170 |
16 |
94 |
12 |
136 |
5.8 |
Dustin Pedroia |
153 |
672 |
184 |
14 |
93 |
26 |
126 |
5.8 |
Coco Crisp |
131 |
585 |
152 |
18 |
100 |
43 |
140 |
5.5 |
Alex Rios |
160 |
666 |
189 |
30 |
100 |
26 |
129 |
5.3 |
Ian Desmond |
135 |
539 |
152 |
24 |
67 |
19 |
139 |
5.3 |
Jason Heyward |
140 |
595 |
138 |
24 |
88 |
12 |
114 |
5.1 |
The list contains mostly names baseball fans would expect to see, except that Crisp's inclusion should raise some eyebrows. Both Petriello and Cameron's articles discuss Crisp and his value, so I won't elaborate further.
Instead, this idea of utilizing the past calendar year's statistics to analyze player contributions, and especially looking for names on those lists that seem surprising got me thinking. Since Petriello basically took the hitters side of this, I decided to analyze starting pitcher performances in the last calendar year. To begin, let's get a sense of the top 20 pitchers in the last 365 days.
Name |
IP |
K% |
BB% |
HR/9 |
HR/FB |
ERA |
FIP |
xFIP |
WAR |
|
Felix Hernandez |
242 |
25.30% |
4.80% |
0.41 |
6.30% |
2.60 |
2.31 |
2.76 |
7.8 |
|
Adam Wainwright |
224 |
23.20% |
4.20% |
0.36 |
5.30% |
2.85 |
2.34 |
2.91 |
6.9 |
|
Max Scherzer |
207.2 |
30.70% |
6.50% |
0.74 |
8.00% |
2.82 |
2.56 |
2.97 |
6.8 |
|
Justin Verlander |
231.2 |
25.70% |
6.80% |
0.70 |
8.70% |
2.91 |
2.87 |
3.16 |
6.8 |
|
Yu Darvish |
214 |
31.50% |
8.60% |
0.71 |
10.40% |
3.41 |
2.76 |
2.82 |
6.7 |
|
Cliff Lee |
242.2 |
22.80% |
3.30% |
0.85 |
8.70% |
2.89 |
2.89 |
3.22 |
6.2 |
|
Clayton Kershaw |
239.2 |
25.90% |
7.40% |
0.49 |
6.50% |
2.22 |
2.68 |
3.17 |
6.1 |
|
Doug Fister |
212.1 |
20.60% |
4.60% |
0.55 |
8.20% |
3.43 |
3.01 |
3.30 |
5.6 |
|
Anibal Sanchez |
194.1 |
23.50% |
5.70% |
0.74 |
9.00% |
3.57 |
2.94 |
3.19 |
5.4 |
|
James Shields |
243.1 |
23.80% |
5.60% |
0.85 |
10.60% |
3.03 |
3.23 |
3.28 |
5.1 |
|
Hiroki Kuroda |
225.2 |
19.00% |
5.00% |
0.80 |
9.40% |
3.07 |
3.44 |
3.64 |
5 |
|
Chris Sale |
202.2 |
24.90% |
6.40% |
0.98 |
12.90% |
3.15 |
3.39 |
3.18 |
4.7 |
|
Jordan Zimmermann |
213 |
18.40% |
5.00% |
0.59 |
6.60% |
2.54 |
3.18 |
3.76 |
4.6 |
|
Homer Bailey |
218.2 |
21.90% |
5.80% |
0.78 |
9.20% |
3.38 |
3.22 |
3.46 |
4.6 |
|
Clay Buchholz |
193.1 |
20.10% |
7.80% |
0.61 |
7.60% |
2.98 |
3.36 |
3.77 |
4.5 |
|
Mat Latos |
224.1 |
21.70% |
6.70% |
0.80 |
9.50% |
2.93 |
3.37 |
3.56 |
4.3 |
|
CC Sabathia |
202.2 |
22.40% |
4.30% |
1.15 |
13.40% |
3.55 |
3.53 |
3.23 |
4.1 |
|
Kris Medlen |
194 |
21.60% |
5.30% |
0.65 |
8.00% |
1.95 |
3.01 |
3.36 |
4 |
|
Cole Hamels |
213.1 |
23.40% |
6.70% |
1.01 |
11.70% |
3.50 |
3.51 |
3.43 |
3.8 |
Observations:
The first obvious observation from this list of top performing pitchers form the last 365 days is that most fans and pundits alike would expect to see these pitcher listed above. These are big name, ace-like pitchers with fantastic pedigrees, and on whom their teams rely and often pay large sums of money to pitch well nearly every time said pitchers take the mound.
The second observation I made caught my eye quickly, and maybe yours as well. How did Homer Bailey get on this list? When considering top MLB pitchers Bailey doesn't come to mind, neither when narrowing the field to only National League pitchers, and even when shortening the parameters to just the Cincinnati Reds, Bailey barely surfaces as a significant cog. The Reds staff sports two more likely thought of aces in Johnny Cueto and Mat Latos (who comes in at 17th on the above list), but after those two, most fans would consider Aroldis Chapman over Homer Bailey. Still, the numbers don't lie, and for the last year, Homey Bailey has been quite valuable.
The majority of Bailey's recent success derives from his awesome start to 2013. That isn't to say that he didn't pitch well in 2012, but he has thus far accumulated almost as many wins in 2013 in two and half months of starts as he did in the final three and half months of 2012. The only repertoire changes Bailey has made in 2013 have been a greater propensity for throwing his 2-seam fastball and his curveball. Throwing his sinker more may be the cause of Bailey's career high 49.8% groundball rate, combined with a switch from using his slider to his curveball more often may be the reason behind Bailey's career high in K% (24.6%) as well.
Bailey's WHIP is only marginally lower in 2013 from 2012 and other years past, but by getting hitters to hit balls on the ground rather than in the air, he has lowered his HR/FB%, leading to fewer runs allowed, and more success. The Reds have solid infield defenders, all of who currently have positive DRS and UZR/150 numbers in 2013. Pitcher, especially those without elite stuff, must use every advantage given to them, and Bailey seems to be doing just that
The third observation to gleam from this list is Max Scherzer's spot. Scherzer is a dynamic pitcher who especially excels as a strikeout artist, but in the last 365 days he has been just as valuable as teammate Justin Verlander. Scherzer has been filthy this season, and he had a career year in 2012. Unlike Bailey, I expect some regression from Scherzer as he has an abnormally low BABIP of .243 in 2013, after posting the 2nd highest BABIP amongst qualified starting pitchers in 2012. Still, even with some regression, Scherzer a spot on the top 20 pitchers list, even if that placement comes down a few spots.
Never be afraid to analyze the data provided in different manners. Sometimes the results will lead no where, or will tell you only information already known, but other times it leads to observations of interest and conclusions of worth.