ELEPHANTS IN OAKLAND
an Oakland Athletics Blog:
Pitching, Defense and the Three Run Jimmy-Jack


ELEPHANTS IN OAKLAND
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Wednesday, August 30, 2006
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RUNS AROUND






I received a few email questions in the last three days. I am very disappointed that someone has not picked up the ball and ran with it. Sorry for the football reference. LOB. GIDP. What do they mean? RUNS. That's what they relate to. That's where you should have taken your analysis. Namely, how do GIDP and LOB correlate to runs scored?


I'll lay it out for you, again, and try to spell it out. I've even included the rankings in the hopes that you can stare and compare the numbers without being too involved.


This is a really easy exercise in offensive efficiency: How many base runners does a team need to score a run?


"Well, if he hits a homerun..."


No. Not in that context. How many base runners are needed per run?


Add up hits, walks and hit by pitch. I have not included errors for two reasons - the data is hard to interpret and nearly impossible to get. It's not that hard to find out how many errors a team's opposition has committed. The hard part is determining if a player reached base, or advanced a base. So, let's call it negligible as all teams play each other and they are not performing in a vacuum. Okay?


Good.


MLB
H
AVG
SLG
OBP
BB
SO
HBP
GDP
LOB
BR
BPR
RANK
R
RANK
ARI
1250
.271
.429
.336
423
792
55
110
966
1728
2.671
16
647
14
ATL
1225
.272
.456
.339
432
948
40
100
902
1697
2.470
28
687
8
BAL
1249
.276
.421
.338
385
709
60
113
936
1694
2.664
17
636
16
BOS
1276
.276
.448
.357
555
842
57
112
1079
1888
2.693
13
701
4
CHC
1201
.265
.417
.318
327
725
33
110
883
1561
2.792
6
559
30
CWS
1314
.285
.472
.346
406
849
49
92
911
1769
2.397
30
738
1
CIN
1204
.263
.449
.342
512
974
53
98
989
1769
2.701
12
655
12
CLE
1294
.284
.466
.352
452
938
43
106
941
1789
2.492
26
718
3
COL
1187
.267
.424
.335
422
879
49
102
936
1658
2.773
7
598
25
DET
1264
.278
.448
.330
332
909
37
100
864
1633
2.489
27
656
11
FLO
1163
.263
.433
.331
402
1000
62
87
898
1627
2.641
21
616
18
HOU
1162
.257
.409
.334
480
864
60
103
980
1702
2.804
4
607
21
KCR
1227
.270
.407
.333
402
845
53
106
944
1682
2.771
8
607
21
LAA
1263
.274
.425
.332
387
760
39
101
905
1689
2.615
22
646
15
LAD
1270
.276
.426
.348
482
782
44
114
1003
1796
2.729
10
658
10
MIL
1150
.259
.421
.329
418
1003
68
114
916
1636
2.740
9
597
26
MIN
1288
.287
.427
.348
400
695
43
130
906
1731
2.659
18
651
13
NYM
1200
.267
.453
.336
435
867
55
80
904
1690
2.418
29
699
5
NYY
1284
.284
.458
.363
528
848
52
108
1015
1864
2.540
24
734
2
OAK
1134
.254
.401
.335
521
787
44
138
953
1699
2.794
5
608
20
PHI
1209
.265
.445
.342
484
964
72
103
984
1765
2.540
23
695
6
PIT
1224
.267
.407
.330
379
944
70
130
972
1673
2.855
2
586
28
SDP
1193
.262
.416
.331
456
899
36
106
973
1685
2.866
1
588
27
SFG
1176
.263
.420
.330
420
705
42
121
904
1638
2.672
15
613
19
SEA
1221
.267
.418
.320
321
767
46
89
871
1588
2.647
19
600
24
STL
1220
.273
.431
.341
427
737
52
113
939
1699
2.693
14
631
17
TBR
1127
.254
.418
.315
379
890
37
89
846
1543
2.707
11
570
29
TEX
1285
.278
.446
.339
415
869
34
116
933
1734
2.517
25
689
7
TOR
1301
.285
.466
.349
423
738
54
130
947
1778
2.642
20
673
9
WAS
1158
.261
.424
.339
485
925
56
100
960
1699
2.822
3
602
23



BR - Base Runners
BPR - Base Runners per Run


Here is a very easy view of how efficient teams are at scoring runs. The White Sox lead MLB in runs and just so happen to be the most efficient at scoring runs. The Padres need the most base runners per run and they happen to be 27th in MLB in runs scored.


Let's look at the A's.


There are just two American League teams that rank in the first 10 of Base Runners per Run (the most number of Base Runners per Run). The A's rank 5th and the Royals rank 7th. The rest of those teams are National League teams.


So what?


As the A's go deeper into the season, they are going to face some good pitching, namely Minnesota, Chicago, the Angels (again), the Mariners and the Angels (again, again) to close out the season. With the A's struggle to score runs, BECAUSE OF THE NUMBER OF BASERUNNERS THEY NEED TO SCORE A RUN, the A's only solace is that their pitching could be just enough to better their opponents.


And that is the margin that we park our hopes upon.


Jeepers. That reads like a follow up post.

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Tuesday, August 29, 2006
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COULD EUCLID BEAT UP COPERNICUS?



The larger question is, "how the hell do the A's keep winning?" Their Pythagorean Expectation smacks the unconventional, conventional wisdom. There have been a lot of ridiculous explanations for the difference in the A's scoring and preventing runs totals. One of the more curious is that the A's allow runs later in games that make it seem closer than it is. From a knee jerk reactionary seat, yah, I can see why that appears to be the case. But all teams play 9 innings and the numbers are the numbers, no matter when the come in. Another is that the A's have been running into bad pitching. I do not doubt this for a second. The A's are still leaving runners on base and grounding into double plays as if they expect to win a prize for the next GIDP. The A's are not a good hitting team and while some A's hitters are beginning to perform closer to an expected level - when your starter gives up 8 runs and gets the win...


Baseball Prospectus' Clay Davenport has taken Bill James' Pythagorean Expectation to a different perspective and lays out win expectations by: Runs Scored and Runs Allowed, Equivalent Runs and Equivalent Runs Allowed, and Equivalent Runs and Equivalent Runs Allowed - based on strength of schedule.


All you need to know:
    Games a team should win can be calculated a number of different ways, this method allows sifting of things like "luck", "bad luck", "curses" and "intangibles".



Let's steal a look at the American League West.


WINS
LOSSES
RS
RA
W1
W1
ANGELS
69
62
642
620
67.7
63.3
RANGERS
67
65
680
646
69.2
62.8
ATHLETICS
74
56
597
568
68.0
62.0
MARINERS
61
69
592
618
62.3
67.7



This is the same Pythagoras Theorem that I use on the MACHA TERROR WATCH. Runs scored and Runs Allowed as Bill James had surmised many years ago. A's should not be in first place. But they are.


WINS
LOSSES
EQR
EQRA
W2
L2
ANGELS
69
62
637
582
71
59.9
RANGERS
67
65
666
631
69.3
62.7
ATHLETICS
74
56
593
605
63.7
66.3
MARINERS
61
69
582
632
59.9
70.1



The win/loss records based on Equivalent Runs. Here is the definition as provided by Baseball Prospectus :
    "Equivalent Average. A measure of total offensive value per out, with corrections for league offensive level, home park, and team pitching. EQA considers batting as well as baserunning, but not the value of a position player's defense. The EqA adjusted for all-time also has a correction for league difficulty. The scale is deliberately set to approximate that of batting average. League average EqA is always equal to .260."



The A's are should actually be seven games behind in the AL West. But they aren't.


WINSLOSSESAEQRAEQRAW3L3
ANGELS696265058672.059.0
RANGERS676568262771.360.7
ATHLETICS745661360665.864.2
MARINERS616959859862.467.6

The Adjusted Standings according to AEQR. Here is the definition as provided by Baseball Prospectus:
    "EQR and EQRA, adjusted for strength of schedule: the quality of their opponent's pitching and hitting. If AEQR is higher than EQR, the team has faced better than average pitching; if AEQRA is higher than EQRA, the team has faced worse than average hitting."



The A's have faced near average pitching. The Rangers and Angels have faced tougher pitching. Namely the A's. The A's should be in third place. But they aren't.


And then the Deltas. What is the difference in the analysis and the actuality and what does it mean? A negative number mean the team has won fewer games than expected, a positive number more games than expected.


WINS
LOSSES
D1
D2
D3
ANGELS
69
62
1
-2.4
-3.4
RANGERS
67
65
-2.2
-2.3
-4.3
ATHLETICS
74
56
5.6
10
7.9
MARINERS
61
69
-1
1.4
-1.1



The A's are the only team in baseball with 3 positive deltas and a positive double digit delta. The A's should have 5, 10, or even 8 wins less than what they have now. But they don't.


If you're an A's fan, what do you care? The A's are in first place and bound for the playoffs!


If you're an A's fan, you should care. The A's, in all consideration, are about 7 games above where they should be, the Angels 3 games below, the Rangers about 3 games below and the Mariners have stabbed them selves in the back by losing so many games (15 straight) to Oakland. Hey. 7 Games. If the A's and Mariners had split their season series...


I have mentioned this dozens if not hundreds of times; the last two seasons the A's were in first place in the AL West on the 1st of September. In 2004 the A's finished 1 game back and were eliminated in the final weekend by the Angels. They were three games up on the Angels on the 1st of September. Last season the A's stumble-bummed their way to October by a whopping 7 games out. They had an identical record as the Angels on the 1st of September.


If you are patting yourself on the back for the A's being in 1st place, bully for you. If you are still worried that the A's outlying issues are enough to bite them in the ass - I SALUTE YOU. You are in the know.


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Sunday, August 27, 2006
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HEY, THAT HURTS

HEY, THAT HURTS




One of the more agonizing aspects of the A's play this season is a carryover form last season. And the season before that. The A's are freaks. Recently the set an Oakland record for batting average in a season. Of course, they also set an Oakland record for runners Left On Base (LOB). And Grounding Into Double Plays. Oof.


I'm going to try and walk you through the team statistics for Major League Baseball. Not just the American League, but all of baseball.


I've ranked the key team statistics to make it a little easier.


Team
GP
SB
CS
SH
SF
BB
SO
HBP
GDP
RANK
OBP
RANK
LOB
RANK
Arizona Diamondbacks
129
59
24
48
44
416
775
54
107
13
.336
15
945
8
Atlanta Braves
128
45
31
65
38
425
933
39
99
22
.337
14
889
23
Baltimore Orioles
129
105
23
34
30
381
692
60
111
8
.338
12
922
15
Boston Red Sox
129
45
19
18
49
542
824
56
112
7
.359
2
1057
1
Chicago Cubs
129
89
42
71
31
312
707
33
107
13
.317
29
863
27
Chicago White Sox
129
70
39
34