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Thursday, August 26, 2004

Athletics Nation: Billy Beane Visits Athletics Nation Part 3

Proving that Blez’s #### works in a short series of interviews with Billy Beane…..here is Part 3.

On playing in a five-game series…..The five-game series is dangerous to the team that is the favorite. It’s because your chances of winning or losing it are small. I think the best chance of winning the series in a five-game series, no matter who you are, is 55 percent. The longer the series, the more likely the better team is going to come out of it. So that first round is always scary. It’s scary for the Yankees every year.

Repoz Posted: August 26, 2004 at 09:39 PM | 60 comment(s) Login to Bookmark
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   1. jmac_66 Posted: August 26, 2004 at 10:09 PM (#821712)
David Justice. He was probably the best veteran we’ve ever had in our clubhouse. Unbelievable. He was worth every dime we paid him. ........... He was everything you would want. ....... There’s been other guys that people thought were team leaders that were not at all.


damn--he wouldn't name names
   2. mgl Posted: August 26, 2004 at 11:44 PM (#821874)
I think the best chance of winning the series in a five-game series, no matter who you are, is 55 percent.

I'm sorry, but Billy Beane is now an official idiot.

One of MGL's rules is that if you say something really stupid (and incorrect) and it is not extemporaneous (I assume that he had time to compose his responses), you cannot recover - you are officially a moron.

Beane shouldn't have to worry about how much he gets paid by the A's. He could just go to Vegas each year and bet on all the 2-1 and 3-2 and 2.5 to 1 underdogs in the 5 game series. For example, if the Yankees (or Bosox) play the Twins in the first round (I don't know if that is possible), they will be at least a 2-1 favorite and that would probably be about right. Ditto for the Cardinals versus the Giants or even the Dodgers.
   3. mgl Posted: August 26, 2004 at 11:50 PM (#821901)
The other moronic thing about that statement is that he is implying that the 5-game series is so much more of a crapshoot than the 7-game series. Of course that isn't so. If a team is a 55% favorite in each game (say, on the average), they will win 59% of the time in a 5-game series and 60.6% of the time in a 7-game series, hardly any difference at all...
   4. Mark Shirk (jsch) Posted: August 27, 2004 at 12:13 AM (#821983)
Wow mgl, isn't that a little harsh on Beane. Idiot? How do you know that he had a lot of time to generate a response. The transcript reads like a conversation, with Beane laughing at one point. In a conversation one usually doesn't have time to look up stats. beane may be wrong here and in fact you are probably right, but damn. I think you are being a little harsh here.

Again no offense as you are smarter than I, but does anyone here see mgl as this dude with a really big head you looks around at everyone and gets frustrated by their lack of genius? Kinda like that guy in Princess bride?

Again I dont' really mean any offence.
   5. Robert in Manhattan Beach Posted: August 27, 2004 at 12:13 AM (#821984)
You have your own set of rules? What are some of the others?

I agree that 55% is low. Should be easy to figure out though. Get a decent baseball simulator, set up a team with the Yankess stats, one with the Twins stats, allocate the playing time correctly, and let them have at it a few thousand times.

I'd say about 70-30 Yankees.
   6. philistine Posted: August 27, 2004 at 12:18 AM (#822004)
One of my rules is that people who refer to themselves by name, rather than the using the common or garden "I", "me" or "my" etc, are suffering from a form of mild insanity or delusion usually resulting from an excessive sense of self-importance and grandeur. It is particularly common among sports people. In fact, some pitcher did it yesterday after losing: "I'm not quitting. Jose Lima never quits. Tomorrow I'm going to come out and be a cheerleader for my team." I can't remember who it was though.
   7. mgl Posted: August 27, 2004 at 12:38 AM (#822084)
Actually, MGL doesn't do that. Only with respect to "MGL's rules".

Seriously, I don't mean that literally (that Beane is an "idiot") but it is quite illuminating that Beane would not know, even off the top of his head, that there are plenty of playoff matchups where one team is favored my more than 55%.

These interviews are usually conducted by e-mail, aren't they?
   8. philistine Posted: August 27, 2004 at 12:45 AM (#822109)
Actually, MGL doesn't do that. Only with respect to "MGL's rules".

Philistine is very glad to hear that but it still transgresses one of his rules.
   9. Mark Shirk (jsch) Posted: August 27, 2004 at 12:46 AM (#822113)
Isn't there a picture there with Beane and the guy from AN? Also, how would the interviewer know that Beane was laughing? I guess he could email LOL. Plus he mentioned that he got a lot of 'time' with Beane. These are just hints that make me think that it was a sit down interview. I could be wrong.

And I must say I figured you would be really mad at me following my post. Kudos to you.
   10. mgl Posted: August 27, 2004 at 12:49 AM (#822134)
Why would I be angry? You're pretty much right! I couldn't stand to read the rest of the interview, so you are probably right about the interview being live as well...
   11. Greg Maddux School of Reflexive Profanity Posted: August 27, 2004 at 01:00 AM (#822169)
I agree that 55% is low. Should be easy to figure out though. Get a decent baseball simulator, set up a team with the Yankess stats, one with the Twins stats, allocate the playing time correctly, and let them have at it a few thousand times.

I'd say about 70-30 Yankees.


Is this in the universe where Johan Santana wouldn't be pitching two of the games?
   12. Los Angeles Waterloo of Black Hawk Posted: August 27, 2004 at 01:11 AM (#822205)
Can someone who knows how to do these things produce a logarithm or whatever it is to show us what the real chances are of teams winning five-game series? The Yankees beating Minnesota 70% of the time sounds absurd to me, but maybe it's right.
   13. No More Car Seat Parity Posted: August 27, 2004 at 01:25 AM (#822252)
mgl, keep in mind that Beane isn't a neutral observer, and perhaps if he has convinced his boss that its just chance that he has lost 4 years in a row, that ever saying anything to the contrary might endager his job?

Of course, he'd still be wrong, he'd just be lying instead of being an idiot.
   14. Never Give an Inge (Dave) Posted: August 27, 2004 at 01:35 AM (#822291)
In a conversation one usually doesn't have time to look up stats. beane may be wrong here and in fact you are probably right, but damn. I think you are being a little harsh here.

Well, I don't think I'd call Beane an idiot, but it's really shocking to me that he would think that the chances are never better than 55%. I mean, with all the analysis his staff does, and all the times they've lost in the first round of the playoffs, you'd think they'd devote some time to analyzing playoff series and stuff like that.

Again no offense as you are smarter than I, but does anyone here see mgl as this dude with a really big head you looks around at everyone and gets frustrated by their lack of genius? Kinda like that guy in Princess bride?

I see MGL more as someone who looks around and gets frustrated by others' lack of pure objectivity.

I think it's great that we have someone like him around here--really, what would Primer be without one--and I usually find his uncompromising tone hilarious, even when I think he's being a little harsh.
   15. VoiceOfUnreason Posted: August 27, 2004 at 02:12 AM (#822400)
Notation:
P(n) - probability that the yankees win game n.
P(!m) - probability that the yankees lose game m.
P(n!m) - probability that the yankees win game n and lose game m.
P(n|!m) - probability that the yankees win game n given that the yankees lost game m.

Observe that 1 = P(n) + P(!n) = P(n|m) + P(!n|m)

I'll do a three game series to illustrate, but the priciples hold for longer series as well, just more terms.

What is the probability that the Yankees win a three game series? They win the series if they win the first two games, or if they win one of the first two, and win the third.
= P(12) + P(!123) + P(1!23)
= P(1)P(2|1) + P(!1)P(2|!1)P(3|2!1) + P(1)P(!2|1)P(3|!21)

[Even this much is a simplification of the real problem, since the odds of winning the second game may depend on how the first game played - different odds after a pitchers duel than after a blowout.]

It is common to make the simplification that the games are independent events - that the events of the first game have a small enough effect on the outcome of the second that they may safely be ignored. In this case, all of the conditional terms reduce [ P(n|m) becomes P(n) ], and the expression can be written

= P(1)P(2) + P(!1)P(2)P(3) + P(1)P(!2)P(3)

Another common assumption is that the probabilities are similar enough from one game to the next that we need not fret over the difference - that P(n) = P(m). Rewriting again, using P(W) = P(1) = P(2) = P(3), and P(L) = P(!1) = P(!2) = P(!3)

= P(W)P(W) + P(L)P(W)P(W) + P(W)P(L)P(W)

With this set of assumptions, you are treating each game as an independent Bernoulli Trial. The order that we do the multiplcations doesn't matter, so we can simplify this a bit

= P(W)^2 + 2 P(W)^2 P(L)

There are a couple different ways to think about what this means; fortunately they all give the same answer (and are in fact mathematically equivalent - though it's a ##### to demonstrate).

For me, the most intuitive is to consider that the yankees win if they win one game and the last one.

= [ P(W) + 2P(W)P(L) ] * P(W)

I introduce the symbol (NcM) to denote the number of distinct ways you can choose m objects from a collection n. It happens that
(NcM) = N! / ( M! (N-M)! )
so we can rewrite the expression above as

= [ (1c1)P(W) + (2c1)P(W)P(L) ] P(W)
= [ (1c1)P(W)^1 + (2c1)P(W)^1P(L)^(2-1) ] P(W)
= Sum [N: (Nc1)P(W)^1P(L)^(N-1) ] P(W)
= Sum [N: (Nc1)P(L)^(N-1)] P(W)^2

For best of series, the rule is that you must win N out of 2N-1 (in this example N=2 ). So the general expression is

= SUM [M: ((M+N)c(N-1))P(L)^M] P(W)^N
where you sum the terms for M=0 through M=N-1.
   16. Never Give an Inge (Dave) Posted: August 27, 2004 at 02:19 AM (#822409)
Another common assumption is that the probabilities are similar enough from one game to the next that we need not fret over the difference - that P(n) = P(m). Rewriting again, using P(W) = P(1) = P(2) = P(3), and P(L) = P(!1) = P(!2) = P(!3)

You really really need two assumptions for P(n)--one for home games and one for road games. One of the primary reasons that the probabilities in a 7-game series are not much different from those in a 5-game series is that the home field advantage gets diluted from 3/5 games to 4/7 games in the former.
   17. Mark Shirk (jsch) Posted: August 27, 2004 at 02:26 AM (#822412)
Since a seven game series isn't really that much better than a 5 game series in terms of having the best team win, what is the difference betweena nine game series and a five game series? In other words what do people think of the playoffs being 7/9/9 instead of 5/7/7. I guess it isn't a big difference, but more games is always fun, it does make ahe games in. Plus it may make the 5th starter pitch a game or two. One advantage some teams have is that they don't have to use that last starter.


And more playoff revenue!!!!
   18. Best Regards, Larry M. Posted: August 27, 2004 at 02:28 AM (#822413)
David Justice. He was probably the best veteran we’ve ever had in our clubhouse. Unbelievable. He was worth every dime we paid him. ........... He was everything you would want. ....... There’s been other guys that people thought were team leaders that were not at all.

damn--he wouldn't name names


Rhymes with Shason Shiambi.
   19. The Other Kurt Posted: August 27, 2004 at 02:48 AM (#822431)
On the site it mentions that the interview was in person and transcribed from a recording, so the comment was extemporaneous. MGL's point still stands that even off the top of his head Beane should know better.

The article will not tell any Primate anything they don't already know about baseball. It is, however, a very in-depth piece with Beane and a real treat for A's fans like me.

Voice of Unreason - Does discounting the varying starting pitchers and parks, the asumption that p(1) = p(2) = p(W), make this method meaningless for use in predicting the likihood of winning a baseball playoff series? Thanks in advance for you thoughts.
   20. Kurt Posted: August 27, 2004 at 02:51 AM (#822432)
Rhymes with Shason Shiambi.

Or possibly Shiguel Shejada? Mr. Swing at Everything himself?

I have no idea, just speculating.
   21. Dr. Phil Posted: August 27, 2004 at 02:51 AM (#822433)
MGL's point still stands that even off the top of his head Beane should know better.


Why??

So dorks can like him more?






(I'm a dork too)
   22. The Other Kurt Posted: August 27, 2004 at 03:05 AM (#822440)
He has claimed repeatedly in the past, and still does to this day, that the post season is a "crapshoot". His reputation and livlihood depend on this crapshoot. I would expect that someone in the A's front office has run the numbers, and I would expect that he remember them, and would expect nothing less from any competent executive.
   23. The Other Kurt Posted: August 27, 2004 at 03:07 AM (#822444)
Kurt, elsewhere in the interview he lauds glowingly Tejada's clubhouse persona.
   24. The Kids Are Enright (1k5v3L) Posted: August 27, 2004 at 03:27 AM (#822451)
Neither Joe Morgan nor Billy Beane thou shall be. Thou shall get your enemies on BP, albeit for different reasons. Obviously, someone's $hit doesn't always work for everyone on the wide world web.
   25. The Kids Are Enright (1k5v3L) Posted: August 27, 2004 at 03:28 AM (#822452)
Oh yeah, and thou shall be called an idiot for sure.

[Just in case: I'm used to being called that already.]
   26. Never Give an Inge (Dave) Posted: August 27, 2004 at 03:58 AM (#822473)
He has claimed repeatedly in the past, and still does to this day, that the post season is a "crapshoot". His reputation and livlihood depend on this crapshoot. I would expect that someone in the A's front office has run the numbers, and I would expect that he remember them, and would expect nothing less from any competent executive.

I guess....I just think that if you know better, why deliberately introduce numerical precision that you know to be incorrect? The "crapshoot" theory does not depend on the 55% number--even a team with a 70% chance of winning each playoff series will only win the world series 34% of the time. Even if you have only a 55% chance of winning each series, the odds of you losing 4 in a row are still just 4%--so it's not like Beane's explanation really helps him out much here.
   27. shoewizard Posted: August 27, 2004 at 04:27 AM (#822495)
I just found out tonight Billy Beane was gay. Really, I had no idea. Could this be the underlying reason that so many baseball writers, and folks like Joe Morgan hold him in such contempt? I hope not, but it always seemed irrational to me how much people (away from this site of course) rip on him constantly. Now maybe I see a reason. Irrational homophobia.
   28. JC in DC Posted: August 27, 2004 at 04:31 AM (#822497)
Billy Beane is not gay; he's transgendered.
   29. Vaux, A.B.D. Posted: August 27, 2004 at 04:38 AM (#822501)
Shoewizard, it's not the same Beane. The gay one is Billy Bean, an outfielder with the Tigers in the late '80s.
   30. The Matador Posted: August 27, 2004 at 04:38 AM (#822502)
It's not surprising he turned gay, when you can pick up beautiful women as easily as he did in his playing days, after a while it's not much of a challenge. Now trying to pick up hot guys, that's a crap shoot!
   31. Never Give an Inge (Dave) Posted: August 27, 2004 at 04:57 AM (#822504)
#30 was pretty funny.
   32. AuntBea Posted: August 27, 2004 at 07:45 AM (#822539)
I think you mean "crap chute".
   33. Ivan Grushenko of Hong Kong Posted: August 27, 2004 at 09:34 AM (#822551)
Since 1995 the Yankees are 6-3 in the ALDS and 6-0 in the ALCS. So certainly for them, the ALDS has been more of a crapshoot. For the A's of course it's certain defeat.
   34. Vaux, A.B.D. Posted: August 27, 2004 at 09:45 AM (#822552)
No, crap shoot, as in "shooting craps," a well-known game of chance.
   35. philistine Posted: August 27, 2004 at 10:15 AM (#822558)
I've never envisioned Beane as a great statistician. He understands them when they are presented to him but he probably hasn't sat down to work out the best way of calculating what he needs. He hires statisticians, tells them what he wants and lets them get on with it. He knows his team will probably be the best team over 162 games, but knows that over the season any team - including 2003 Detroit - could hold a winning record over any other outside of its division. It seems normal to me that Beane wouldn't know what his percentage chance of winning a 5-game series is. Unless he is a bettor, why would he need to? All he can do is assemble the best roster possible and hope they and the manager don't screw up. What seems odd is that someone who knows how to work it out would think other people would too.

In any case, the improvement of 59% to 60.6% could be significant if looked at another way. The first 50% is a bit of a red herring, because it would be a strange (or corrupt) sport in which the better team is more likely to lose. In the first you have a 9 point improvement on a coin toss, in the second a 10.6 point improvement. You might say that the first is actually 18% of the way to being a certain winner and the second is 21.2% or that the second number is over 17% higher than the first. Now 17% of not very much may not be very much, but it is still a 17% improvement.
   36. runningbyrd Posted: August 27, 2004 at 10:29 AM (#822562)
I guess Runningbyrd is the only primate who looked at #15 and stroked out? It took me at least 45 minutes to recover, at which time I refreshed my browser, only to find that someone actually corrected #15! I promptly stroked out again.
   37. CFiJ Posted: August 27, 2004 at 10:32 AM (#822563)
I guess Runningbyrd is the only primate who looked at #15 and stroked out?

I guess that depends on your definition of "stroked out". Someone mentioned Elisha Cuthbert in "Girl Next Door" in the Lounge, and I felt a strong urge to stroke out. But I'm at work so I restrained myself.
   38. philistine Posted: August 27, 2004 at 10:38 AM (#822565)
No, crap shoot, as in "shooting craps," a well-known game of chance.

I think you missed the play on words.

And #36, Philistine is concerned about Runningbyrd's way of referring to Runningbyrd. Good post though!
   39. Best Regards, Larry M. Posted: August 27, 2004 at 02:28 PM (#822653)
Larry Mahnken's gonna start talking like this all the time to piss philistine off.
   40. RoyalsRetro (AG#1F) Posted: August 27, 2004 at 02:44 PM (#822677)
Yes, you can measure tangibles. Tangibles you can rely on. Intangibles are all over the map

Talent-wise, (the 2004 team) is not nearly as dynamic as that club. It doesn’t have the talent, but it’s a little more resilient up to this point. Maybe that’s a key ingredient

Apparently "resiliency" is an intangible that can be measured. ;)

Isn't "crapshoot" a poor metaphor? I mean aren't there statistical probabilities on the number that comes up in a crapshoot?
   41. Dr. Phil Posted: August 27, 2004 at 03:00 PM (#822719)
Apparently "resiliency" is an intangible that can be measured. ;)

I see your smiley, yet here I go anyway.

They're ####### people. Some people have better attitudes and "intangibles". The Jeter exerpt from Olney's book made a convincing case that Jeter has exceptional value from "intangibles", some of which create measureable impact.
   42. Danny Posted: August 27, 2004 at 03:03 PM (#822724)
Apparently "resiliency" is an intangible that can be measured. ;)

Notice how he said "maybe?" He realizes it can't be measured.

The Jeter exerpt from Olney's book made a convincing case that Jeter has exceptional value from "intangibles", some of which create measureable impact.

If the impact is measurable, then it's tangible.
   43. HypnoToad Posted: August 27, 2004 at 03:05 PM (#822731)
I was just thinking - maybe his 55% came not from some analysis involving simulators, but a much simpler calculation. Namely, he takes the favorite in every 5 game series ever played and checks how often they win the 5 game series. Due to the small sample size I would not be surprised if this figure is around 55%.
   44. RoyalsRetro (AG#1F) Posted: August 27, 2004 at 03:14 PM (#822752)
I don't think many people deny intangibles exist, but its less certain they can be measured. Jeter has heart and hustle. Great. How much more heart and hustle than Gary Sheffield? Who knows?
   45. Dr. Phil Posted: August 27, 2004 at 03:20 PM (#822770)
If the impact is measurable, then it's tangible.

Right. But there is a connotation to the word "intangibles". Jeter's "intangibles" may produce a measure result. Perhaps his "intangibles" influence the Yankees' postseason "luck".

On a larger scale, I have made it my mission to rail against dogma. I will lose often, but luck is flipping a coin, and winning a World Series is based on a lot more than a heads-up penny.
   46. Danny Posted: August 27, 2004 at 03:33 PM (#822797)
On a larger scale, I have made it my mission to rail against dogma. I will lose often, but luck is flipping a coin, and winning a World Series is based on a lot more than a heads-up penny.

Rail against "dogma" with some of your own? A crapshoot isn't 50/50.
   47. Liver of blaspheming 'zop Posted: August 27, 2004 at 03:41 PM (#822818)
I remember that a year ago, I looked at all the world series that had ben played and tried to correlate the odds of winning with the difference in win% of the two participants. I was just mucking about, bored, but I remember finding that the WS is much more of a crapshoot than you would statistically expect-perhaps the significant variation in the quality of starting pitching jumbles everything with a ton of noise.


Of course, this fails to explain the loss of the 1954 Indians. In 4 games. Crap shoot.
   48. Danny Posted: August 27, 2004 at 04:42 PM (#822920)
I looked at all the world series that had ben played and tried to correlate the odds of winning with the difference in win% of the two participants.

Winning percentage probably isn't the greatest comparison between teams from 2 entirely separate leagues.
   49. Dr. Phil Posted: August 27, 2004 at 05:40 PM (#822988)
Rail against "dogma" with some of your own? A crapshoot isn't 50/50.

Its more of a 'throw #### against the wall and see what sticks' kind of thing.

I understand the stats just fine.
   50. philoye Posted: August 27, 2004 at 07:49 PM (#823260)
Beane says 55% in an interview and is called an idiot. Robert in Redondo guesses 70% with nothing to back it up. Voice of Unreason gives a impressive looking formula, but for someone lazy like me, doesn't give an answer.

How often does the better team win in a best of 5?
   51. Babe Ruths Chris Steak Posted: August 27, 2004 at 08:04 PM (#823311)
Looking at a Twins/Yankees 5 game series, you'd have to consider the Santana factor (as per Mr. Maddux above) as well as Home/Away records (the HH has helped the Twins win playoff series before). Not to mention who is slumping, banged up, etc. etc. I doubt it's ever 70% between division leaders. (maybe a weak wild card but has there ever been a really weak one?)
   52. AROM Posted: August 27, 2004 at 08:06 PM (#823321)
It depends how much better. The 55% is probably accurate in a typical case where the better team wins 95 and their opponent wins 90.

You'd need to know relative health for the teams, true ability vs single season win totals, and also the specific pitching matchups. A team that has, say, Johnson and Schilling starting 3/5 of the games will be better in a 5 game series than in the regular season.
   53. Mike Emeigh Posted: August 27, 2004 at 08:09 PM (#823331)
How often does the better team win in a best of 5?

Game 4 of the 2003 ALDS, Hudson vs Burkett. How much would you have given for Boston's chances in that matchup? But Hudson had to leave the game after one inning, the matchup became Sparks vs Burkett - and the odds tilted back toward the Red Sox. (Yes, it still took a blown save from Foulke to give Boston the win, but do 'ya think the score might not have been as close as 4-3 in the ninth if Hudson had been healthy?)

I don't think one can make an a priori determination that such-and-such team is a better team going into a series. So much depends on pitching matchups, relative health, home-field advantage, weather conditions - a bunch of things that are game-specific - that it doesn't make a whole lot of sense to declare one team up front as better than the other on the basis of season-long winning percentage. Again, the Oakland team that went into last year's ALDS was missing one key component (Mark Mulder) and lost a second key component (Hudson) before they could get maximum value out of him. Those types of breaks get a chance to even out over the course of a long season, but won't in a 5-game or 7-game series.

-- MWE
   54. Russ Posted: August 27, 2004 at 08:14 PM (#823346)
A team that has, say, Johnson and Schilling starting 3/5 of the games will be better in a 5 game series than in the regular season.

And a team that adds players after the deadline (either through guys returning from injury or trades or callups, etc.) will be better in the postseason than in the regular season.

I think it's easy to forget that the "team" that gets used is very different from the "team" that plays in the postseason.

For example, is second half performance a better indicator of post-season success than first half performance? Would a weighted average over months be better, weighting recent performance more heavily than weighting past performance?

We saw with the Marlins that a team that doesn't play very well in April and May is not necessarily unable to win in the postseason. I don't think that it is completely due to luck, more due to perspective.
   55. Walt Davis Posted: August 28, 2004 at 09:00 PM (#825169)
A team that has, say, Johnson and Schilling starting 3/5 of the games will be better in a 5 game series than in the regular season.

And a team that adds players after the deadline (either through guys returning from injury or trades or callups, etc.) will be better in the postseason than in the regular season.


These things are true of most every post-season team. They all cut back to their top 3-4 starters and their top 3 relievers and don't trot out their backup C and SS unless they have to.

My guess is that these changes tend to benefit the "underdog" as much and as often as they benefit the "favorite." Lord knows the Yankees are an exception (their bench and back end of the bullpen are often putrid), but good teams often have decent 5th starters, better than average benches and bullpens with 5 good relievers. Some of their in-season advantage disappears in the playoffs.
   56. Danny Posted: August 28, 2004 at 10:07 PM (#825313)
good teams often have decent 5th starters, better than average benches and bullpens with 5 good relievers.

Exactly which is why it's so puzzling to me that people cite the Marlins as beneficiaries of postseason roster management. They had 5 good starters (Beckett, Penny, Pavano, WIllis, and Redman), so they had to use Willis and various others out of the bullpen. Their bench was solid with Hollandsworth and Encarnacion, 2 slightly below average hitters. Their postseason bullpen did weed out some awful performances, but the same goes for every team.

The 2004 A's look like they could benefit from a postseason usage pattern. Their 9 regulars are a very good offense, but their team offense has been dragged down by below replacement level performances from Kielty, Karros, German, Menechino, and McMillon. Their only bench players above replacement level are McLemore and Melhuse. Additionally, there's been a large difference between their top 3 starters and bottom 2.
   57. Vaux, A.B.D. Posted: August 28, 2004 at 11:03 PM (#825472)
Additionally, they're the one club that won't run Zito out there in game 3 instead of Harden just because of his name; at least I hope they won't.
   58. fables of the deconstruction Posted: August 29, 2004 at 01:55 AM (#825856)
For example, is second half performance a better indicator of post-season success than first half performance? Would a weighted average over months be better, weighting recent performance more heavily than weighting past performance?

The 1984 Detroit Tigers say "Hi."
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I wish Blez would have asked something about the lit'l g - "F'n" Mabry trade. BB wouldn't have cared much for the blogosphere then as it was almost arrayed as a "lynch mob" against him. ;-) ...

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trevise :-) ...
   59. VoiceOfUnreason Posted: August 29, 2004 at 04:58 AM (#825985)
"You really really need two assumptions for P(n)--one for home games and one for road games."

I'm not totally convinced, because as you say the home field advantage dissipates in a longer series. For example - if the home team wins 54% of the time, then it will win 54% of a "best of one", but 52% of a "best of three". I haven't tried the calculation for 5 or seven, but it looks like it will fall away pretty quickly. But not to zero, so include it if you like.

An interesting note - the number of home games matters, but the ordering doesn't. I didn't find this to be intuitive, but it falls out of the calculation very elegantly. [ex playing 4 home games followed by 3 road games improves your chances of a sweep, but has no effect on your overall chances.]

Of course, in practice, winning sooner rather than later does have a real impact (especially if you have another series after this one).
   60. Walt Davis Posted: August 29, 2004 at 07:31 PM (#826415)
The 2004 A's look like they could benefit from a postseason usage pattern.

Or maybe not.

The last several years the A's starters have rarely been injured (though not such good luck in the playoffs). As I at least superficially showed in my A's season preview, the A's have also been among league leaders in percent of PAs by the top 9 hitters and, less often, percent of relief appearances by their top 3 relievers. In short, moreso than probably any other team, for the last few years the regular season A's have borne a strong resemblance to the post-season A's. The exception to that is their annual mid-season trade.

This year looks like more of the same. They have only two bench hitters (other than Melhuse) with substantial PA. But one is McLemore who's not much of a hitter but neither is Scutaro. The other is Kielty who's been atrocious this year (his SLG in each of the last 3 months? 219, 294, and 217 -- the only good thing that can be said is that at least his OBP is higher).

The A's bench has been crappy this year and not using those crappy hitters will certainly benefit them, but they aren't using them much anyway, so the benefit will be small relative to other teams with crappy benches.

On pitching, Hudson did miss some time, but otherwise their starters have been healthy and their bullpen usage has been pretty standard.

So like in years past, I'd guess the A's regular season usage patterns and postseason usage patterns will look pretty similar. Their main hope for "being better than they are" is that the bullpen isn't as bad as the regular season numbers suggest and they have to hope Zito isn't either. And they'd prefer if the April/June Jermaine Dye showed up rather than the 2002/2003/May/July/August one.

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