Poker Corner
Poker and Statistics
If you play poker it helps to have at least a passing acquaintance with statistics, which is defined as "the mathematics of the collection, organization, and interpretation of numerical data, especially the analysis of population characteristics by inference from sampling". It can also be described in much more simplistic terms (the kind of terms I generally prefer) as the study of probability. How often will an event occur, given a specific set of circumstances? Understanding the math helps guide you into making correct decisions.
Decisions that, at times, will have the voices in your head screaming at you. That you're making a mistake. Because you know, you KNOW, that you're gonna catch that club on the river. You KNOW it. It's OBVIOUS. And so you call a big bet, the dealer burns and turns, and when the jack of hearts is staring up at you with those dead eyes those howling voices suddenly get very quiet. And that's why statistics can also be defined as "the mathematics of proving that your intuition, your guts, or your hunches, are total bullshit".
Statistics can tell you how likely an event is to happen--but whether you believe those numbers is another thing altogether. If you flip a coin twenty times, and it comes up heads twenty times, the probability that it will come up heads the twenty-first time is fifty-fifty. That's the math. Those are the facts. But in your heart of hearts, in your very marrow, don't you think that, doggone it, tails are due? OK, maybe not the very next flip, but pretty soon, you're gonna see a tail. No matter that the odds are exactly even every time you flip--you're gonna see some tail.
Let's take an example we poker players can better appreciate. After the flop you have an open-end straight draw, so you need one of eight cards to make your straight. The odds are approximately 32% you'll hit your card. But you're on a rush. You've been catching cards out the wazoo. When you need a card, you get it. You wait for the turn, and when your card appears it's no big surprise. You expected it. You expected it because, well, you're a good poker player. Good poker players play the odds and make savvy decisions. You rake in the pot and nod modestly to the other players, acknowledging that, shucks, you got a little lucky this time.
Play the same hand three weeks later. You haven't hit a straight since that miracle hand 21 days ago, when you actually won a pot now and then. You've lost 87% of your bankroll. Other players won't make eye contact with you, for fear that whatever you have is contagious. You flop an open-end straight draw. There are eight cards to make your straight. The odds are approximately 32% you'll hit your card. But, come on. The odds are really 200,000-1. There's no way your card will come up. Or, if it does, that'll be the card that give the other guy his flush. You're actually hoping your card doesn't come, because it will prove what you already know. That you're a terrible poker player. That you're a loser. That God, in whatever His form, hates you.
I don't think God hates anyone, or if He does, He would manifest His malice a bit more directly than by denying you a poker hand. Blaspheming against the Almighty because you didn't make your straight seems a bit whiny when you consider events like the Holocaust, the Gulag Archipelago, and the Black Death. But it does seem within your rights to complain to someone. If mathematics is the language of the Universe, then having your pocket aces busted time and time again seems like some kind of cosmically extended middle finger. If you keep taking beat after beat after beat, it seems to make a lie out of statistical probability. And if you can't count on the math, well, what in the world CAN you count on?
The explanation you hear a lot is "variance". While you would expect a flipped coin to, on average, come up heads half the time, at times heads will come up more than its fair share. Over the long haul, over a long enough sampling period, things will even out. Maybe right now you can't win a hand, but that's just short-term variance. If you're playing better than the other guys, things will even out, and you'll win your money back and more. That's why every poker book out there says that even the greatest players go through tough times, and that how you react to those bad runs in large part defines your overall success.
This, again, makes perfect sense. And it's comforting to think that, even though you haven't had a winning session since September, the worm will turn any day now and you'll start winning again. Any day now. Maybe even tomorrow. Or the day after. But soon.
But how big a sample is big enough? Five hundred hands? A million? Five hundred quadrillion? Statistics also teaches that there is what is called a "statistically significant sample", meaning enough data points have been collected to make predictions reasonably valid. This is what allows the Nielsen people to put monitors in a few thousand US households and ensure that no good show lasts more than 7 episodes. There's no need to put monitors in every American living room--the small sample they use provides enough data to accurately show that our nation has banal, pedestrian tastes.
And so, again, the poker player is often presented with what looks to either be a paradox or a theoretical kick in the nuts. I'm playing well, the unfortunate rounder cries, so how come these fishy bastards keeping killing me with J-6 offsuit when I only play premium hands? The obvious answer is that your typical poker player is a crybaby who needs to grow up. This may be true, may almost certainly be true, most definitely IS true where you, personally, are concerned, but is that the only answer?
We now delve into the realm of the unquantifiable, the mystical, the probably completely stupid. Could it be that there are people who are, through no fault of their own, unlucky? I don't mean unlucky in the sense that being born in North Korea as opposed to Grosse Pointe is unlucky, though I suppose that too could be food for thought. Perhaps you're born in Pyongyang, but your parents are bigshots in Kim Jong Il's cult of personality, you live in relative comfort (food AND shelter), you meet and marry the girl of your dreams and raise a happy family. Whearas the Grosse Pointe native gets run over by the Porsche his next-door neighbor bought his daughter on her Sweet Sixteen. Luck, one could say, is a matter of perception.
But let me get back to the point I was going to make. Luck could perhaps be defined as an event that flies in the face of statistical probability. You go all-in with AQ, and the other guy turns over AA. Rags on the flop and you're dead. The queen on the turn serves only to stick yet another knife in your heart, this one a blade of false hope. But when that third queen comes on the river, you feel the touch of Divine Providence. The fact that the other guy is making a futile attempt to slash his wrists with the dealer button doesn't change the fact that, for some reason, you got incredibly lucky. You don't know why, but you did. And it feels good.
Are there people who are simply luckier than others? Not just in the macro (born in affluence compared to born in poverty) but in a micro sense as well. We all know poor souls who always have cars with dents left by other careless drivers, whose grass is always invaded by ultra-hardy weeds, whose few minor extra-legal peccadilloes always seem to attract the attention of law enforcement. Then there are the bastards who always win radio call-in contests, who elude a dozen DUI checkpoints after a Lost Weekend-caliber bender, who screw the principal's jailbait daughter in a Confessional without getting caught. They're just lucky. We'd like to be like them. Even if we know we never will.
Is luck a zero-sum game? Is there some cosmic reservoir maintained by leprechauns that must always be kept at the same level? I don't think so. Baseball legend Branch Rickey once said, "Luck is the residue of design". To a certain extent, you can manufacture luck where there was none before. If you're in a poker tournament and you're playing smart and accumulating chips and not pissing them away on lamebrain hands, you give yourself more opportunities to not only survive mistakes, but to get paid off big by getting lucky.
That's statistics throwing its weight around again. But it's much easier to quantify luck in a poker game than in life writ large. Is luck in fact quantifiable, could it be statistically analyzed if we had the means to gather a large enough and accurate enough sample? Are there people who are just luckier (or unluckier) than others? Or is luck, like so many of the mysterious and unseen forces of life (like love) totally random, capricious, and ultimately unknowable?
The poets among us would say that without the mystery of luck and love, life itself would be dull and predictable. Poets are, for the most part, irritating wack-jobs who should go out and get real jobs. It isn't so much the idea that life would be dull and predictable if we truly understood luck and love, since life is mostly dull and predictable anyway. No, the really horrible thing would be if there was some kind of scan or blood test that would tell you that, no matter what you did, you were gonna be unlucky. And that blonde who makes your heart go pitter pat? She's gonna marry your best friend. The one you actually hate and only pretend to like. Now go have a nice life.
So does luck exist? Maybe, like beauty, it's all in the eye of the beholder. Maybe luck is just standard deviation by another name. Maybe luck is just a byproduct of our tiny brains not comprehending reality. Maybe luck is something that just happens to other people.
But for those hardy types who believe that they are the only captain of their souls, that luck is just the refuge of the weak and the stupid and the desperate, let me relate something I read by Gregg Easterbrook, who writes the "Tuesday Morning Quarterback" column at NFL.com but also writes about less serious subjects like science and politics. Last year the University of Chicago sponsored a conference at which cosmologists tried to establish plans for locating "dark matter" and "dark energy". What's dark matter and dark energy? Good question. No one knows. But current calculations estimate that 90% of the Universe is made up of it. Studies have shown that galaxies at the outer reaches of the Universe are not only speeding away from us, they're accelerating. Something is making all those stars rush away from us, some force that is much, much stronger than gravity. As Easterbrook says, "An energy strong enough to push the entire universe is pulsing through your body right now; you can't feel it, and science has no idea how it works or where it originates. How many other nonmaterial forces might there be?".
How many indeed? I'm not some New Age nutball, I don't think that God speaks directly to Pat Robinson, and I don't think aliens built the pyramids. But I'd like to think that there is an even deeper, richer Universe than the one we currently perceive, a "reality" that, for the moment, we lack the insight or tools to appreciate. A humble poker player like myself will leave that task to the scientists and mathematicians. To them I can only say, good luck.





