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Saturday, March 16, 2013

Murphy: One-Run Game Performance is Unsustainable

I mean, 29-9 in one-run games? C’mon son. You can’t expect us to believe that happened any way other than dumb luck, right? There’s absolutely no chance that skill is repeatable, at least to that degree. This is common knowledge, and there’s no point trying to argue against it. But I will argue for it, anyway, because it’s fun to quantify things.

How unsustainable is that 29-9 record in one-run games? Well, for starters, it’s the highest winning percentage in one-run games in MLB history (dating back to 1901, which is 2332 individual team seasons). Anything that extreme is due for some serious regression to the mean. But do records in one-run games regress to .500, or to some other team-specific level, similar to how we now know that hitter BABIP regresses to an established hitter mean? ...

Do Elite Teams Still Regress?

The logic behind this question is that teams who do other-worldly in one-run games may have some underlying skill or profile that allows them to do so, so they may not regress quite as far. The opposite logic might be that they have much further to fall in regression.

This graph just took teams who won better than 60% of their one-run games in one year, which is a sample of 267 teams, or roughly teams in the 89th percentile for one-run game performance. Please note the change in scale on the x-axis, as we’re only looking at elite teams. ...

We see basically the same thing as before – almost no relationship, with an R2 of just 1.2% and just as weak a trendline. It does not appear that even elite teams in one-run games show a particular skill that repeats year over year. To examine further, though, I looked at the average one-run game winning percentage for several buckets of performance levels.

The only things I could think of that may predict one-run game success is a very strong bullpen or an excellent tactician on the bench. The latter is impossible to measure, though I’d guess Buck Showalter falls somewhere short of “master strategist.” As for the bullpen, well, I wasn’t going to pull reliever data for 2332 team seasons, but I DID pull it for the last three years (90 team seasons). Bullpen FIP had an 11.5% R2 with one-run game winning percentage, even stronger than the previous year’s Pythagorean winning percentage. It appears bullpen FIP, though not terribly predictive, is at least somewhat of a signal of one-run game capability. Unfortunately for the Orioles, their bullpen was merely average with a 3.68 FIP, so it doesn’t appear they have an edge there, either.

JE (Jason Epstein) Posted: March 16, 2013 at 10:13 PM | 17 comment(s)
  Beats: bullpen, orioles, pythag

Tuesday, January 08, 2013

The Verge: Major League Baseball dumps landlines for dugout-to-bullpen cellphones

T-Mobile and Major League Baseball announced a partnership this week that will make the carrier the Official Wireless Sponsor of the MLB. That’s mostly a pointless marketing phrase, but it does have one very real effect on baseball going forward: the dugout phone, the one that calls the bullpen to bring in a new pitcher, is about to become a cellphone. The “On-Field Communication System” will eventually expand to other parts of the game and stadium, but only after it’s tested in the bullpen at the World Baseball Classic in Arizona — the league needs to be sure that T-Mobile’s network lets us tell apart the names of the Astros’ relievers before the technology is rolled out more broadly.

Edit: Link and tags fixed. (When posting please put only one tag in the “Primary Tag” field.) Jim

Tripon Posted: January 08, 2013 at 11:42 PM | 42 comment(s)
  Beats: bullpen, dugout, mlb

 

 

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