Is that correct? Given the 149-103 edge the AL had in interleague play, does that make any sense at all? Why would a bunch of .506 teams play a bunch of .494 teams . . . and compile a .591 winning percentage? It can't possibly be right.
The reason why BP massively underestimates the effects of competitive imbalance (within divisions as well as between leagues) is clear. They make a simple, single, strength-of-schedule adjustment. The clubs the Red Sox have played have averaged .510 Pyth; therefore the Sox are not a .598 but a .607 Pyth club.*
And they stop there. They do one adjustment pass. And that is clearly wrong.
Once you have adjusted everyone, you have to paste the adjusted numbers over the original numbers and recalculate everything again. Because the Sox opponents were not .510 Pyth clubs; after this first round of adjustment, they are revealed to be .519 clubs. They weren't just good teams; they were good teams, who like the Sox, were even better than their records indicated.
In fact, you have to do this again and again until the numbers stabilize.
Back in 2002 through 2004, I regularly calculated Adjusted Standings based on exactly this methodology and posted them to Usenet. I thought I'd pull out and update that spreadsheet.
The results are startling:
--The average AL club is actually 5.2 wins better than their record; the average NL club is 4.6 wins worse. By Pyth, it's 5.6 and 5.0. So there's at least a 10-win difference in quality; a .500 AL team is a 91- or 92-win NL pennant contender.
--The six best best clubs in baseball (and 7 of the best 8) are AL clubs, based on actual W/L record. Based on Pyth, 8 of the best 9 clubs are AL clubs.
--Nine of the ten worst clubs are NL clubs, by actual record. By Pyth, 12 of the worst 14 clubs in MLB are in the NL.
--Four of the six best clubs in MLB by W/L record, and the three best clubs by Pyth, are in the AL East.
--The Royals would be tied with the Dodgers for the NL East lead.
Schedule imbalance has affected the pennant races:
--The Mets are looking pretty good for the playoffs, but their schedule has been 2.2 games easier than the Brewers and 2.6 games easier than the Phillies.
--The Angels' 2.5 game lead on the Rays for best record in the AL is completely a byproduct of playing a weaker schedule, which has given them a 3.2 win advantage. And the Sox would only be 2 games behind them instead of 5.
*The actual BP report uses EqA RS and RA rather than actual; tomorrow I'll update this report with those numbers as well as the numbers below.
Here are the clubs ranked by Adjusted Actual W/L (I've picked Sox red and Dodger blue to indicate the leagues):
| Team | Act | Adj | SoS | Pyth | Adj | SoS |
| TB | .601 | .644 | 6.5 | .567 | .611 | 6.8 |
| LAA | .617 | .638 | 3.3 | .547 | .577 | 4.6 |
| Bos | .584 | .624 | 6.1 | .598 | .634 | 5.6 |
| NYA | .542 | .583 | 6.4 | .528 | .572 | 6.7 |
| ChA | .552 | .583 | 4.8 | .554 | .587 | 5.1 |
| Tor | .535 | .580 | 7.0 | .569 | .611 | 6.5 |
| ChN | .608 | .578 | -4.5 | .613 | .574 | -6.0 |
| Min | .535 | .557 | 3.4 | .547 | .573 | 4.0 |
| Phi | .561 | .531 | -4.8 | .571 | .537 | -5.3 |
| Cle | .500 | .523 | 3.5 | .525 | .549 | 3.7 |
| NYN | .558 | .517 | -6.4 | .559 | .516 | -6.7 |
| Mil | .542 | .515 | -4.2 | .529 | .498 | -4.9 |
| Tex | .484 | .514 | 4.6 | .458 | .492 | 5.2 |
| Oak | .474 | .510 | 5.6 | .479 | .515 | 5.4 |
| Htn | .526 | .508 | -2.7 | .475 | .453 | -3.4 |
| StL | .519 | .496 | -3.6 | .523 | .491 | -4.9 |
| Fla | .526 | .492 | -5.2 | .502 | .470 | -4.9 |
| Det | .464 | .492 | 4.3 | .492 | .524 | 5.0 |
| Bal | .438 | .487 | 7.5 | .465 | .515 | 7.6 |
| KC | .452 | .485 | 5.2 | .432 | .473 | 6.4 |
| LAN | .523 | .483 | -6.1 | .529 | .486 | -6.6 |
| Ari | .500 | .455 | -6.9 | .508 | .463 | -6.9 |
| Cin | .468 | .451 | -2.6 | .452 | .432 | -3.1 |
| Col | .458 | .418 | -6.2 | .452 | .414 | -5.9 |
| Atl | .439 | .410 | -4.4 | .480 | .448 | -5.0 |
| Pit | .419 | .410 | -1.5 | .416 | .400 | -2.4 |
| SF | .445 | .406 | -6.0 | .424 | .389 | -5.4 |
| Sea | .370 | .403 | 5.1 | .406 | .441 | 5.4 |
| SD | .387 | .355 | -5.0 | .425 | .390 | -5.4 |
| Was | .374 | .354 | -3.2 | .389 | .369 | -3.2 |
And here they are, ranked by Adjusted Pyth:
| Team | Act | Adj | SoS | Pyth | Adj | SoS |
| Bos | .584 | .624 | 6.1 | .598 | .634 | 5.6 |
| TB | .601 | .644 | 6.5 | .567 | .611 | 6.8 |
| Tor | .535 | .580 | 7.0 | .569 | .611 | 6.5 |
| ChA | .552 | .583 | 4.8 | .554 | .587 | 5.1 |
| LAA | .617 | .638 | 3.3 | .547 | .577 | 4.6 |
| ChN | .608 | .578 | -4.5 | .613 | .574 | -6.0 |
| Min | .535 | .557 | 3.4 | .547 | .573 | 4.0 |
| NYA | .542 | .583 | 6.4 | .528 | .572 | 6.7 |
| Cle | .500 | .523 | 3.5 | .525 | .549 | 3.7 |
| Phi | .561 | .531 | -4.8 | .571 | .537 | -5.3 |
| Det | .464 | .492 | 4.3 | .492 | .524 | 5.0 |
| NYN | .558 | .517 | -6.4 | .559 | .516 | -6.7 |
| Oak | .474 | .510 | 5.6 | .479 | .515 | 5.4 |
| Bal | .438 | .487 | 7.5 | .465 | .515 | 7.6 |
| Mil | .542 | .515 | -4.2 | .529 | .498 | -4.9 |
| Tex | .484 | .514 | 4.6 | .458 | .492 | 5.2 |
| StL | .519 | .496 | -3.6 | .523 | .491 | -4.9 |
| LAN | .523 | .483 | -6.1 | .529 | .486 | -6.6 |
| KC | .452 | .485 | 5.2 | .432 | .473 | 6.4 |
| Fla | .526 | .492 | -5.2 | .502 | .470 | -4.9 |
| Ari | .500 | .455 | -6.9 | .508 | .463 | -6.9 |
| Htn | .526 | .508 | -2.7 | .475 | .453 | -3.4 |
| Atl | .439 | .410 | -4.4 | .480 | .448 | -5.0 |
| Sea | .370 | .403 | 5.1 | .406 | .441 | 5.4 |
| Cin | .468 | .451 | -2.6 | .452 | .432 | -3.1 |
| Col | .458 | .418 | -6.2 | .452 | .414 | -5.9 |
| Pit | .419 | .410 | -1.5 | .416 | .400 | -2.4 |
| SD | .387 | .355 | -5.0 | .425 | .390 | -5.4 |
| SF | .445 | .406 | -6.0 | .424 | .389 | -5.4 |
| Was | .374 | .354 | -3.2 | .389 | .369 | -3.2 |
Edited by Eric Van, 21 September 2008 - 02:22 AM.




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