Showing posts with label science. Show all posts
Showing posts with label science. Show all posts

Thursday, October 22, 2009

The Missing Links

The news might be almost two weeks old, but these links go out to my girl Ardi, whose 3.2 million year old remains proved that there is no "missing link''.

Matthew Pouliot at Circling the Bases doesn't like the Angel's chances for mounting a comeback. Joel Sherman says they won't go down without a fight.

Sadly, the "Save Gate 2" movement isn't going so well.

Larry at Wezen-Ball re-discovers how 70 million people were captivated by the 1952 World Series in light of the fact that the Yankees and Dodgers won't be meeting in the Fall Classic again this year.

Tyler Kepner talks to Joba about his sweat-stained cap. Unfortunately he didn't tell him to get a fucking new one.

Our buddy Simon on Sports has a different take on the conspiracy theory Matt detailed this morning. And I have to admit, despite our differences, this is kind of funny.

A former up calls for the use of instant replay. Buster Onley wants it for this World Series. Like my grandfather always used to say to me, "Simmer down, Buster".

Behind the Box Score asks which is more important (or more appropriately less important), a batter's last 7 plate appearances against a pitcher or their most recent 7 times up?


YFSF wonders why A-Rod isn't getting the courtesy of intentional walks extended to Barry Bonds. I mean, they walked him with their closer in Game 2 with no one on base. It's 32 plate appearances, let's not get carried away here...

King of the sports podcasts, Dan Levy, celebrates his Phillies' return to the World Series and (prematurely) sizes up the Yankees from afar. Let's just say he's not shaking in his shoes. He also talks a little bit about A.J. Daulerio's own "media meltdown" over at Deadspin yesterday.

Philly fan boo TBS. Well done, folks.

Monday, September 28, 2009

Partial Postseason Prognostication

With only a week remaining in the MLB regular season and only two races still undecided - the AL Central and NL Wild Card - we're seeing more and more articles seeking historical trends that predict postseason success. Last week, we linked to Lisa Swan's article about strong Septembers and Flip Flop Fly Ball's chart displaying the correlation (or lack thereof) between the having the best record during the regular season and winning the World Series.

Well late last week and over the weekend a few more of these pieces popped up and here are three of them (all via BBTF):

Similar to the chart at FFFB, Tom Verducci sorted the last 9 World Series winners by their regular season record and found an almost perfectly even distribution of League Championship pennants and World Series Victories. One championship came from each of the top 7 seeds and two came from teams seeded 8 or higher, such as the 2006 Cardinals who had the 13th best record in the league that year but still won the WS.

It's a pretty rough measure for a couple of reasons. The first, which Verducci points out himself, is that the teams don't play balanced schedules so teams get as much credit for the record in the NL Central as they do in the AL East, and so forth. Secondly, in 2006 for instance, four of the best 5 records came out of the American League. As a result there was an artificially higher chance of a low seed winning a pennant and a World Series (which happened with the Cardinals) since three of them were on one side of the bracket.

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Next up, Dave Cameron wrote a piece for Wall Street Journal's website which showed that over the last 7 years, the teams that won the World Series have had a relatively small amount of meaningless games leading up to the postseason.

Dave quantifies "meaningless" games as ones that were played after their team has locked up a postseason berth either by winning their division or securing the Wild Card, but doesn't count ones that factor in the race for homefield advantage or are played against potential postseason opponents. Those certainly are played with a higher level of effort and urgency that the ones the Yankees are about to play against the Royals, one would assume. As Rob Neyer points out, 7 years is also a pretty small sample size.

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Lastly, we have a piece by Lincoln Mitchell in The Faster Times which would seem to fly directly in the face of the half-baked theory proposed by Jeff Pearlman that we took issue with last week. Mitchell attempts to identify the team with the best two starters each year and concludes that since 1995, that club has won the World Series only twice.

There are problems with this methodology as well. ERA+ is not a bad measure but it certainly is not conclusive in determining the team with the best two starters when the postseason rolled around. Furthermore, if we wanted to do more of a complete assessment, we would rank each team's top two pitchers, or better yet give them a score on a scale of, say, 1-10 which would more accurately display the difference between each duo. In some years the top two hurlers for the best team might get a "9" and the next best team only receives a 6, but a straight ranking wouldn't convey that. Once the scores were determined then we could look at the results and see how they correlated with postseason success. Then we might have a better picture of how having two dominant starters predicts playoff series victories.

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Do you notice a theme developing here? These methodologies are all pretty incomplete. A huge part of the problem is that baseball is littered with variables, there is no control group and you can't just create situations and run them over and over. Of course it's much easier to point out the deficiencies of these findings than take the time to complete the analysis.

All of these writers are admittedly taking a "quick and dirty" type of approach to their analysis and that's completely understandable. At one point, I started a post that was similar to Lisa Swan's about finishing the regular season on a high note (but I wanted to look over the last 10, 15 and 20 games as opposed to the final month) but as soon as I figured out how many tedious calculations I was going to have to do and how much time it would take me to do even a couple years worth of analysis, I scrapped it.

Another factor that makes it difficult to go more in-depth is that, ideally, you want to have a point when you are done with your research. These pieces were written for online outlets where time is always of the essence. You don't want to spend a bunch of time and at the end of the post have to say, "Through all of this research I determined that there is no noticeable correlation in the data."

And this brings me back to a piece that we looked at back at the end of August by Jay Jaffe of Baseball Prospectus. Jaffe brought up the research conducted by Nate Silver and Dayn Perry that lead to the creation of BP's Secret Sauce and applied it to this year's playoff picture. The difference here is that the Silver and Perry went into their research testing all sorts of variables and determined that strong defense, a pitching staff with a high K/9 and strong closer all had high correlation to postseason success. The Secret Sauce is the closest thing we have to a scientific study of what teams are "built for the playoffs" and it's still fairly incomplete.

In all likelihood the Yankees will take the long ALDS, so we still have over nine days before the first postseason pitch is thrown. We're to see more attempts at unlocking the postseason code and they'll probably be pretty interesting. But I highly doubt any of them are going to take the time to shift our thinking with a truly in-depth study of what October baseball really comes down to. Let's just try to enjoy the fact that the Yanks can coast home, throw out their B and C line ups and take things as they come.

Friday, August 28, 2009

A Cup Of Coffee And A Link Dump

Top of the morning to you, Fackers. I'm going to be tied up for the early part of the day, so I thought I'd brew up some links to keep you busy while I'm gone.

According to Buster Onley, the Yankees put a waiver claim on Brad Penny earlier this month and have interest in signing him now that he's asked for and recieved his release from the Red Sox. Hey, he's better than Sergio Mitre, right...?

Brendan as IIATM,S looks at Josh Willingham as a potential offseason trade target for the Yanks. He's having a a great year, but isn't the kind of player the Nationals are likely very attached to considering he's 31 and about to hit arbitration.

Great post from Mike at RAB looking at Joba's pitch selection, namely his reliance on the slider. When he first came up, hitters simply couldn't identify it, especially when contrasted with his 98MPH fastball. Now with his velocity sitting considerably lower and full scouting reports on his tendencies, the pitch is loosing its effectiveness.

With Derek Jeter climbing in the Yankee record books in seemingly every category, Jonah Keri takes a look at where he ranks among the greatest Pinstripers of all time.

Mr. Cashman makes life a little more difficult for the Red Sox. Matthew Pouliot looks at how it might harm the career of the player involved.

Did you know THIS is what Kate Smith looked like? If you were part of our live chat yesterday you did.

Another voice of reason from WEEI. However, I think Jim Rice could carry Derek Jeter's jock... very intimidatingly.

Last night, Nick Green did his best Nick Swisher impression.

So now it appears that the list of positive tests in 2003 never should have been seized the the government in the first place, which means that the names on it never would have been leaked. Our pal Craig reminds us that calling for all of the names on the list to come out is a fool's errand, and thinks that the names may continue to leak.

Lar from wezen-ball takes a deep (as in cavernously deep) look at walk-off wins over at The Baseball Analysts.

John Dewan takes a second shot at the ability of first basemen to scoop throws.

Another tough break for the Mets...

A list of the 12 best Mets quotes of all time. Amazingly, "He has lobby myself" didn't make the cut.

It's football, but take a look at the scrap heap.

More football... Another beat writer bites the dust. Damn you Gannett! /shakes fist at the sky.

A poisonous pitcher plant that eats rats? Bad. Ass. Now when are they going to start growing some in the NYC Subways?

More science... Are we descended from aquatic apes? Carl Everett certainly doesn't think so.

That's it for now. Matt will have some thoughts on Phil Coke shortly and we have some bigger stuff coming this afternoon, hopefully. Catch you later on.