From the category archives:

Sports

I have the hammer

February 26, 2010 in Finance,Sports

Apologies for the slow posts… but the NYT explains:

Wall Street trading is often described as a blood sport. But inside the great investment houses, the sport of the moment is, of all things, curling — that oddball of the Olympics that is sort of like shuffleboard on ice.

This slow-poke game, which originated in 16th-century Scotland, has captivated the Type-A world of Wall Street almost by accident. CNBC, whose market chatter is the background music on trading floors, switches to curling from Vancouver shortly after the closing bell.

I thought I was the only one going curling-crazy, but it turns out all of Wall Street has spent the last couple weeks learning a new vocabulary (just call me “Skip”) and shouting at the TV. Whether or not everyone else has been honing their skills by playing shuffleboard, I don’t know… but my plan to open an NYC curling house/alley/place (?) just got a major boost.

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Moral hazard and the NFL

November 11, 2009 in Data,Sports

The WSJ asks, “Is It Time to Retire the Football Helmet?” With the debate about football head injuries and CTE swirling, some are wondering if wearing helmets is actually exposing players to greater danger than if their heads were exposed. Though seemingly counter-intuitive, the argument follows well-established moral hazard reasoning that some have perceived in, for example, government bailouts for large financial institutions.

Moral hazard arises when an insured party takes greater risk because they know they are protected. In the NFL, that translates players making and taking more violent hits because wearing a helmet makes them feel invulnerable. The reality, however, is that the helmet protects only from direct trauma to the skull; the brain remains very much at risk.

Taking helmets away would certainly change the sport. Though it’s hard to disagree that all things equal, players with helmets will play more aggressively than those without, not everything would stay equal with that rule change. I suspect the game would evolve to resemble rugby – a sport not without its share of head injuries.

For a data-driven perspective on the head injury debate, please see Jer Thorp and Jeff Clark’s independent analyses comparing two CTE narratives.

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Breaking news

November 4, 2009 in Sports

Apologies in advance for the absolutely terrible/fantastic title.

The winner of the 2009 contest for the Best Visual Illusion of 2009 is particularly appropriate tonight as the Yankees strive to hand the Phillies their second championship in as many years. The prize was won by a team that has identified the core difficulty in hitting a curveball: it’s not where you think it is.

The illusion arises because the seams on the ball spin sideways when a curveball is thrown. When the ball is seen in the batter’s peripheral vision, the brain infers from the sideways motion of the seams that the ball itself is traveling sideways, even if it is not. Conversely, when the ball is seen by the batter’s central vision system, the sideways visual cue is ignored, presumably because the image of the ball itself on the retina is more a more convincing indicator of it’s position.

Critically, not only does the ball appear to drift when viewed by the peripheral system, but when it transitions from central to peripheral vision it appears to jump from one position to another! So the combined effect is: the ball is physically curving through space AND when it reaches the peripheral vision system it is perceived to jump from one position to another AND while in the peripheral system it appears to drift sideways in addition to its actual curve.

The authors argue that this explains the phenomenon of curveballs “breaking” suddenly. A curveball which hangs – that is, one that doesn’t break – likely isn’t spinning at the right speed to set off the illusion.

But don’t take my word for it: try the illusion out for yourself.

(via Newsweek)

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It’s an extraordinarily sad state of affairs when you can come to this country at the age of 12 as a refugee, train as a gifted runner in San Diego junior high and high schools, attend UCLA as an incredible four-time All-American award winner, become a naturalized US citizen as you graduate college, compete in the Olympics and win a silver medal for the United States and finally become the first American to win the NYC Marathon since 1982… and still have people insist you’re not an American?!

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A rock and a hard place

October 27, 2009 in Sports

The Times has an article about the Mets Fan’s Dilemma: who to root for in this year’s World Series?

[T]he misery of this uninspired season has been unexpectedly heightened by the indignity of watching their most despised division rival face off against their despised crosstown rival in the World Series

For me, the question is simple: I’ve never rooted for the Yankees and I’m not about to start now. On the other hand, I can remember cheering on the Phillies when they were playing Atlanta (though it’s funny how that has reversed). For all this talk of division rivalry, the Phillies are hardly the reason the Mets haven’t been playing any meaningful baseball lately – the sad truth is that the Mets are their own worst division rival, three years running.

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The goal of any automotive film is to convey the pure sensation of driving at speed – and few are as successful as Ferrari’s latest promotion for the new 458 Italia, embedded here for your driving pleasure. The disclaimer in the beginning notes that no special effects are used and the implied message is that the cars do all their own stunts. Nonetheless, the film is obviously heavily scripted and post-processed. Not that I mind in the slightest:

YouTube Preview Image

(Interestingly, watching in full screen – which you should of course do – removes the vertical letterboxing exhibited in the small player.)

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Questionable rankings

September 14, 2009 in Data,Sports

I read this morning about the drama at last night’s MTV video awards (does anyone actually watch this stuff?), but the episode was overshadowed in my mind by a quirky accident of rankings: if Taylor Swift beat Beyonce for the “Best Female Video”, how can Beyonce go on to win “Video of the Year”? Presumably, video of the year should encompasses the gender-defined category!

In fact, Taylor Swift wasn’t even among the video of the year nominees – which seems like an implicit statement of quality right from the start. From that perspective, she shouldn’t have even had a chance at best female video. I’m not sure how the nomination process for this whole event works but it appears inherently flawed. My suspicion is that the nominators and voters must be drawn from different populations, for how else could they elect someone for best female video that they did not even consider for video of the year??

Fortunately, college football and its infallible ranking system have returned. Stay tuned.

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Wikipedia is an incredible resource, but every now and then it gives me pause. Consider the first two sentences about the seventh-inning stretch:

The seventh-inning stretch is a tradition in baseball that takes place between the halves of the seventh inning of any game. Fans generally stand up and stretch out their arms, legs, necks, backs, calves, fingers, elbows, and other muscles and sometimes walk around.

Is the whole list really necessary?

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Insult upon injury

August 24, 2009 in Sports

The Mets just can’t catch a break:

On a day when Mets starter Oliver Perez allowed six runs in the first inning, the Mets were in a position to win in the ninth with one swing of the bat, only to be thwarted by one of the rarest plays in baseball.

Eric Bruntlett pulled off an unassisted triple play in the ninth inning, the 15th in major league history and just the second to end a game.

Unfortunately, despite having one of the most advanced online presences among professional sports leagues, MLB’s media lockdown (no rebroadcasting without “expressed written consent”) means I have to send you here to see the play in action.

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The WSJ has printed one of the best “fooled by randomness” pieces I’ve seen in quite a while, titled “The Triumph of the Random.” This one uses streaks in sports as a central metaphor, with DiMaggio’s 56-game hitting streak as exhibit A. It presents an immediate disclaimer:

Recent academic studies have questioned whether DiMaggio’s streak is unambiguous evidence of a spurt of ability that exceeded his everyday talent, rather than an anomaly to be expected from some highly talented player, in some year, by chance, something like the occasional 150-yard drive in golf that culminates in a hole in one. No one is saying that talent doesn’t matter. They are just asking whether a similar streak would have happened sometime in the history of baseball even if each player hit with the unheroic and unmiraculous—but steady—ability of an emotionless robot.

The lengthy article then deals with the mathematics of streaks, demonstrating that they are far more probable than we would otherwise think:

A few years ago Bill Miller of the Legg Mason Value Trust Fund was the most celebrated fund manager on Wall Street because his fund outperformed the broad market for 15 years straight. It was a feat compared regularly to DiMaggio’s, but if all the comparable fund managers over the past 40 years had been doing nothing but flipping coins, the chances are 75% that one of them would have matched or exceeded Mr. Miller’s streak.

Next, it moves to psychology and describes the way in which humans seek patterns in randomness as a grounding mechanism with a nice segway by way of my favorites, Kahneman and Tversky, who authored a seminal paper on hot hands in basketball:

If a person tossing a coin weighted to land on heads 80% of the time produces a streak of 10 heads in a row, few people would see that as a sign of increased skill. Yet when an 80% free throw shooter in the NBA has that level of success people have a hard time accepting that it isn’t. The Cognitive Psychology paper, and the many that followed, showed that despite appearances, the “hot hand” is a mirage. Such hot and cold streaks are identical to those you would obtain from a properly weighted coin.

Finally, it deals with the perception of random events:

Why do people have a hard time accepting the slings and arrows of outrageous fortune? One reason is that we expect the outcomes of a process to reflect the underlying qualities of the process itself. For example, if an initiative has a 60% chance of success, we expect that six out of every 10 times such an initiative is undertaken, it will succeed. That, however, is false.

A critical conclusion is laid out:

We find false meaning in the patterns of randomness for good reason: we are animals built to do just that… Many studies illustrate how this basic aspect of human nature translates to a misperception of chance.

Truly an excellent read and I can’t recommend it more.

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Copulas in squash

June 15, 2009

Ball marks on a squash court form an interesting scatterplot.

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End of an era: Harvard kills its squash courts

May 25, 2009

Vanity Fair on Harvard’s Vanishing Squash Courts: Artist James Powers, Harvard ’08, proved to be an invaluable source on two fronts. He knew about the four unused squash courts in Adams House because he had painted in them, seen movies inside them, and, like the other students, stored junk in them over the summer. Had [...]

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“Why do we live together?”

May 18, 2009

This hilarious spot for Nike aired last night – the simple premise (established in the slightly-less-funny “Chalk” ad) is that Kobe and LeBron are inexplicably roommates. Also, they are muppets.

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Dynamically priced baseball tickets

May 18, 2009

Seven years ago, the Mets were among the first teams in MLB to adopt a tiered pricing system in which it costs more to see a game against a good opponent than a bad one. At the time, it was the most sophisticated such plan in baseball. Others included simple methods like charging more for [...]

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Putting the “I” in team

May 13, 2009

An angry Dwight Howard, after his Magic gave up a 14 point lead to the surging Celtics: If you’ve got a dominant player, let him be dominant.

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On graphing horse races

May 8, 2009

In response to Andrew Gelman’s call for interesting visualizations of the Kentucky Derby, Megan Pledger created the following graph: I think it’s especially interesting because the data is fictional, based on a few simple rules to simulate horse behavior (that’s right – this is just like a single realization of a Monte Carlo process!). Andrew [...]

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Thursday trends are trying to cover

May 7, 2009

I recently stumbled on a strange cyclical pattern for the word “spread”, as you can see here: Why would there be such a pattern?  I believe the reason has to do with the football season, which begins in September and ends in early February.  Football is the most bet on sport, and the most common [...]

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The NFL can kiss my tuchus

April 25, 2009

I apologize for being late with this:

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John Rocker can’t wait

April 16, 2009

I’m enjoying the NYTimes blogs more and more.  From the Bats blog (“Yankee Stadium Crowd Welcomes Back Pavano“): There are three scoreboards at Yankee Stadium that display the words that are spoken over the loudspeakers. They also describe the action a little. This made for a funny moment during John Sterling’s and Michael Kay’s pregame [...]

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How much, statistically speaking, does the NL West suck?

April 15, 2009

Joe Morgan made the following statement on ESPN tonight: The NL West is the only division that hasn’t won the World Series in the past seven years. Now, that’s amazing. Except, as my brother points out (drawing on his years of accumulated baseball wisdom), there are six divisions. Start with the assumption that each division [...]

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Superbowl Tweeting

March 27, 2009

I know I’m really late on this one, but the NYTimes put together an excellent timelapse visualization of Twitter comments across the US during the Superbowl.  It’s especially cool to see player names jump out as plays take place, or ad campaigns taking hold as commercials air.  Check it out here.

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I could say the same about that metaphor

February 2, 2009

The NYTimes had an article today rehashing the super bowl ads (surprise!). It contained this paragraph early on: Few commercials that ran during Super Bowl XLIII on NBC offered viewers anything special. To paraphrase a line from the movie “Sabrina,” you could pick some ads out of a hat blindfolded and come up with better [...]

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America’s Team?

January 30, 2009
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…the catcher, Mike Piazza

May 21, 2008

And now the coverage comes rolling in; the Times weighs in with their bit, the Journal has a somewhat sappy goodbye, and Newday finally has something worth linking to. Choice quotes: Hints at his HoF choice (NYT)? “I have to say that my time with the Mets wouldn’t have been the same without the greatest [...]

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Now batting, #31…

May 20, 2008

Piazza is finally hanging up his jersey.  Now the only question is whether the one he wears into the hall of fame will say Mets on it…

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Um, it’s also really fun

February 11, 2008

Lest I made the most amazing sport In Ever sound unpleasant (or at least not worthwhile), I did come across this on Wikipedia: Squash provides an excellent cardiovascular workout. In one hour of squash, a player may expend approximately 700 to 1000 calories (3,000 to 4,000 kJ) which is significantly more than most other sports[1] [...]

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What the f— is squash?

February 11, 2008

I bought a new pair of squash shoes yesterday and I don’t know if it was the shoes or my post-inflation delerium, but I think I played some of my best yet. I’ll admit I was a bit skeptical about what a pair of shoes could do, but they made a huge difference. In fact, [...]

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The Parade

February 5, 2008

An amazing photo (taken by Fred R. Conrad for The New York Times) from New York’s first ticker tape parade in a long time.  People were already lined up in front of Trinity Church this morning when I left for work and cars were rolling down Broadway honking incessently – all 4 hours before the Giants [...]

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I want to buy the world a…

February 4, 2008

 I thought Coke hands down had the best commercial of the Superbowl.  It had New York, Fall, balloons, Charlie Brown winning something… come on how can you not love it?  The other Coke commercial, with Carville and Frist, was phenomenal too but I’ve got to give the silver to Budweiser for their spot called “Team:” [...]

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