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— Twenty-four, Twenty-five, Twenty-six.... ?

Friday, April 28, 2006

CTR: Inside the Numbers

20 games into the season, and the Yankees are 11-9. What's more encouraging to me is the shape of their underlying performance, which indicate that they're a far better team than that. Here's a look inside their numbers so far.
Last PA wOBA OPS+ RAA psRAA psOPS+
Jeter 95 0.498 217 13.7 14.6 241
Giambi 79 0.542 254 14.4 13.2 232
Rodriguez 91 0.398 148 5.1 3.8 137
Cano 74 0.363 123 2.0 3.1 140
Damon 97 0.339 109 0.6 2.6 134
Posada 75 0.352 109 1.3 2.2 126
Sheffield 92 0.380 132 3.8 2.2 120
Cairo 19 0.366 135 0.6 0.3 123
Matsui 87 0.317 100 -1.2 0.0 115
Crosby 10 0.234 35 -0.9 -1.0 32
Stinnett 13 0.220 53 -1.3 -1.1 62
Phillips 23 0.180 0 -3.1 -3.4 0
Williams 53 0.234 38 -4.5 -5.4 34


If you've read The Book, you are familiar with wOBA. If you haven't, go read it. wOBA is a linear-weights based formula scaled to map with OBP, ie .300 is bad, .400 is good, .500 is exceptional. It's the run value per plate appearance multiple by 1.15 to more closely match OBP. I use wOBA to calculate RAA(runs above average) by subtracting the league average wOBA from the player's wOBA, dividing by 1.15, multiplying by plate appearances, and then park-adjusting. psRAA and psOPS+ are just based on a comparison to the players listed at the same position in the AL.

Last G GS IP ERA FIP FIP-ERA ERA+ BABIP CERA CERA+ HR+ BB+ K+ AVG OBP SLG wOBA RAA
Mussina 5 5 33 2.45 3.19 0.74 195 0.264 3.86 133 135 186 143 0.214 0.260 0.307 0.253 9.0
Johnson 5 5 25.7 2.81 3.43 0.62 162 0.273 3.98 129 94 347 118 0.235 0.254 0.381 0.273 6.4
Wang 5 5 30 4.80 3.56 -1.24 99 0.314 3.64 141 398 110 77 0.277 0.333 0.328 0.302 3.4
Proctor 8 0 13 1.38 3.04 1.65 346 0.222 4.20 122 inf 52 113 0.174 0.309 0.227 0.261 3.4
Myers 10 0 6.3 0.00 1.77 1.77 inf 0.200 2.76 185 inf 188 170 0.143 0.182 0.143 0.155 3.4
Villone 8 0 7.7 2.35 2.67 0.32 204 0.250 3.03 169 inf 132 101 0.207 0.258 0.286 0.243 2.4
Smith 2 0 1.3 0.00 3.19 3.19 inf 0.000 2.36 218 inf inf 0 0.000 0.000 0.000 0.000 1.2
Rivera 7 0 8.3 4.32 2.23 -2.09 111 0.370 2.98 172 inf 158 118 0.278 0.351 0.333 0.312 0.7
Farns 10 0 7.7 3.52 2.67 -0.85 136 0.318 3.72 138 inf 73 147 0.233 0.324 0.367 0.310 0.7
Chacon 6 4 25.7 4.56 4.56 0 105 0.286 4.77 108 118 98 92 0.255 0.330 0.431 0.331 0.1
Sturtze 9 0 5.7 4.76 7.07 2.31 100 0.267 6.87 75 37 102 130 0.273 0.333 0.591 0.387 -1.1
Wright 2 1 7.2 7.2 3.39 3.81 66 0.500 3.40 151 inf 124 86 0.393 0.483 0.539 0.452 -3.0


CERA is also known as component ERA. CERA+ is calculated the same way as ERA+ but compared to the league average CERA. HR+, BB+, and K+, are park-adjusted comparisons to league average for BB, HR, and K per batters faced. wOBA is wOBA against, and is used to calculate the runs saved by the pitcher(RAA).

POS NAME INN Runs Innings On Pace
1B Miguel Cairo 20 0.36 165 3
1B Andy Phillips 51 1.37 420 11
1B Jason Giambi 104 -1.45 856 -12
2B Miguel Cairo 18 -0.02 148 0
2B Robinson Cano 157 2.32 1292 19
3B Alex Rodriguez 175 0.26 1440 2
SS Derek Jeter 172 -4.71 1415 -39
SS Miguel Cairo 3 0.00 25 0
LF Bernie Williams 8 0.29 66 2
LF Bubba Crosby 6 0.09 49 1
LF Hideki Matsui 161 0.10 1325 1
CF Johnny Damon 143 0.29 1177 2
CF Bernie Williams 16 0.11 132 1
CF Bubba Crosby 16 0.40 132 3
RF Bernie Williams 25 0.58 206 5
RF Bubba Crosby 9 0.05 74 0
RF Gary Sheffield 141 -0.01 1160 0
C Jorge Posada 139 0.76 1144 6
C Kelly Stinnett 36 0.56 296 5
Total 175 1.37 1440 11.26


I'm using the Zone Rating system that Chone Smith (aka Anaheim Rallymonkey of Maryland) first introduced in his Tweaking Zone Rating article on this very site. Standard caveats about sample size and defensive metrics apply, of course. I thought these numbers are way off, but the Yankees are fifth in the AL in defensive efficiency, so maybe they're not as off as I thought. Strength of schedule has to be considered when looking at these numbers. I can't see the Yankees preventing runs at this pace all year. The best thing I see for the Yankees' chances so far has been the resurgence of Mike Mussina. If that continues, they'll be in pretty good shape.
SG in ATL Posted: April 28, 2006 at 01:14 PM | 8 comment(s)
  Related News: SabermetricsNY Yankees

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Page 1 of 1 pages
   1. Master of Karate and Friendship (Kyle C) Posted: April 28, 2006 at 01:50 PM (#1994199)
Yo SG, I need some help again with importing data. It works but I can't figure out how to create a new query -- I had 3 saved ones in the file that I edited but I haven't been able to copy them so I have more, nor have I been able to create new ones.

Anyways, I still like looking at run values per out rather than PA, since the only thing a player does that leads to the game ending is making outs. The numbers stay pretty close, but not quite. Some of your differences are probably because you've added in PFs, which I have yet to do.
   2. SG in ATL Posted: April 28, 2006 at 01:57 PM (#1994215)
IM me or email me. It shouldn't be too hard too figure out.
   3. Mr. Tapeworm Posted: April 28, 2006 at 03:25 PM (#1994370)
One thing that struck me is that Wright's FIP is 3.39 ... I know he's only pitched 7.2 innings, but might he ... could he ... would he ... not suck?

And how long will it be until Torre cuts bait on Sturtze.Sadly, probably not until the end of the season, after he's blown four or five games.
   4. Le Samourai Posted: April 28, 2006 at 06:44 PM (#1994637)
How the hell is OPS+ really calculated anyway? Obviously it's not just OPS / lgOPS * PF, because Bonds had seasons of over 270 and his OPS wasn't even double the league's.
   5. Master of Karate and Friendship (Kyle C) Posted: April 28, 2006 at 07:16 PM (#1994673)
(OBP / lgOBP + SLG / lgSLG - 1) * 100

SG, I think I figured out a solution. If not I'll email you. I don't know if I know your IM name.
   6. Shock Posted: April 28, 2006 at 07:17 PM (#1994674)
Le Samourai, OBP and SLG are done seperately, I believe. So, you would calculate his OBP/*lgOBP + SLG/*lgSLG.

I thought Yankee fans might get a kick out of this article:

http://www.msnbc.msn.com/id/12519086/from/RS.3/

I think Mike Celizic is the biggest idiot alive.
   7. Brad is worth every Penny Posted: April 29, 2006 at 05:32 PM (#1996005)
An OPS of .000 is an OPS+ of -100. An OPS+ of 200 is not double the league; it is 1.5x the league, approximately, depending on the distibution of OBP and SLG. If all you know is the OPS, then (OPS-.5*lgOPS)/(.5*lgOPS) works out pretty close to the real formula seen in post 5.
   8. Brad is worth every Penny Posted: April 29, 2006 at 05:34 PM (#1996007)
Anyway, I'm expecting the Yankees to go on a tear soon. 11-9 is no reason to panik.
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