Conspiracies And Probability
guttentag writes "Sunday's New York Times Magazine is running a feature that looks at the rumored conspiracy that allegedly killed nearly a dozen bioterror and germ warfare researchers during a four month period following the U.S. anthrax scare. "What are the odds," people ask, despite the fact that a "one-in-a-million miracle" will statistically occur 280 times a day in the U.S. These strange things happen all the time, but we hype them because they provide the spice in literature and the comfort of comprehension."
We have Bush as our President. Let's figure out that conspiracy first.
5 out of 4 of people have a hard time with fractions
Which means there are about 6000 people exactly like you.
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You could find the odds exactly if you knew several figures:
What is the number of bio-whatnot researchers in the group?
What are the odds of one dying in a given time period?
And this is the hardest: How many comparable groups are there in society? For example, politicians dying would be noticed. Baseball players dying would be noticed. And how big are these groups?
If you answer these simple questions, you can answer the main topic.
I noticed a car with the license plate JAA 768 next to another car with the license plate XPA 117.
It was amazing.
I mean, do you have any idea how staggeringly improbable it was for me to see those two license plates next to each other?
And all time time I was afraid that the FBI was monitoring my Inter-.........
No. It's the same topic, but not the same story. The May story referenced globeandmail.com, which was perpetuating the rumor. The NYTimes Magazine story debunks the rumor by pointing out the facts and explaining why everyone gets irrationally excited about these things.
Why is it so much more comfortable for us to see massive orchestrated conspiracy where there is really nothing but 1) random chance or 2) stupidity.
As in, a lone crazy man slips through some very sloppy secret service security and puts a bullet in the president, 30 years later we're still speculating about secret mafia/cuban/communist/military-instrustrial complex theories. We actually bend the facts to make it fit. Visit the Book Depository in Dallas; if you look out that window down into the street, Oswald's shot looks rather easy to make. It's right there.
Why can't we just accept that? If there's a crime to be investigated, investigate it. Fine. But twenty years from now some conspiracy nut will still be speculating about who or what killed those scientists. Probably the same guy who did Vince Foster and Ron Brown...
Phallic Symbols in LOTR
Yes, but take those very same monkeys, take away their typewriters. Given only 5 months, these monkeys can and will write the legislation for the USA for the given year.
And if they do a poor job, you can always vote for another monkey next November.
Or said another way, given very large numbers of N, and incredible lengths of time, Congress might actually write something worth reading....
Stanislaw Lem's "The Chain of Chance" deals with just about this very sort of thing, actually. Emergent properties of large populations, more, though.
Google for "operation northwoods" and you will discover that the military, in the 1960s, as a matter of public record, were laying plans to attack American citizens in order to stir up support for a war on Cuba.
That's not speculation, that is public record, learned through researching and the Freedom Of Information Act. They didn't actually carry out any of these plans, or blow up John Glenn's orbital space flight, because saner heads, including McNamara, refused to even consider allowing the military to make attacks on the country's own citizens for PR reasons.
The plans were still being seriously put forth.
How are you going to explain to people that this was reality, public record, proven, and that the anthrax/researcher killings you're talking about are not proven to that level of confidence? You will only make people less willing to believe the proven and important facts about the military making plans to target US civilians.
And I think that is too high a price to pay. This is the time where people need to learn to listen, not be confused by wild stories.
Choose your stories carefully, and talk about them carefully. It's like traditional investigative journalism- you don't charge madly ahead or you get discredited and lose everything you worked for.
I am always amazed by the gullibility of the general populice. How can people honestly believe that a modern government could harbour ANY kind of conspiracy given that they can't even keep the affair of a President with an intern secret?? If there really were aliens on earth, UFOs circling the solar system, etc., you'd be guaranteed that somebody, somewhere who wasn't hushed up by "the government" would have reported it on the 'net. Conspiracy theories are just another method for selling media to the masses.
Anybody remember the urban legend running around that Microsoft had previous knowledge of September 11th? If not, check out this site:
http://198.64.129.160/rumors/wingding.htm
The short explanation is that if you take the letters NYC and put them into the 'Webdings' font, you'll get an icon of an eye, a heart, and a building. It looks a little like "I love New York". Then, if you change the font to Windings, you get a Skull/Crossbones, a Jewish star, and a Thumb's up.
This sparked a heated controversy accusing Microsoft programmers of hiding anti-Jewish messages in software. They used lines like 'The odds of that occuring are trillions to one, it had to have been intentional.'
Well I'll tell you guys what I think: To imply that anybody left a message like that in a font is absurd. What really happened was that somebody was presented with some icons, and they extracted a meaningful message from them. That's it! The 'Death to Jews' icons that show up in Wingdings are only interesting because "NYC" calls them up. The link between 'NYC' and 'death of Jews' didn't become meaningful until 9-11. Before 9-11, it took a lot of creativity to try to paint MS in a bad light with that 'message'.
Now, one could could measure the probability of NYC creating a message that implies death to Jews and realistically say it's astronomically improbable. However, one cannot use that to establish guilt. The simple fact of the matter is that anybody can pull symbollic meaning out of any combination of letters. Common sense and evidence must factor in to questions like these. Did somebody at MS intentionally hide anti Jewish messages in a font? To convince me of that, I'd have to talk to the programmer.
I remember somebody used the 'odds of safely going to the moon and back' to prove that the moon landing was a hoax. If memory serves, it was well over 1 in 1000. Frankly, common sense says that the odds weren't anywhere near as bleak as he had measured. Nasa had a pretty good idea what was involved and built a vehicle to withstand those conditions. The only real/i odds they had to face were uncertainty. "What are the odds of something happening to cause greater forces than we had anticipated?"
Nasa maniuplated the odds in their favor, and they succeeded. End of story.
In any case, I find probability to be a relatively useless topic when attempting to establish possibilities of achievement or in judging guilt. It's one thing to measure them in Las Vegas, it's another to measure them when trying to predict anything nature has control over.
"Derp de derp."
"Isn't this a repost?"
What are the odds of that happening on Slashdot?
"Derp de derp."
As for this particular issue of the dead scientists, there's been no good evidence either way, and so it hasn't appeared at all in my blog.
Funny how there was lots of Anthrax scares happening on a daily business, people getting sick all over the place and then poof , no leads, no one caught , no more attacks, no more questions.
what are the odds that a determined phsycopathic Anthrax killer just got bored ? yet with the entire FBI/CIA looking for them they still escaped,
or maybe something more sinister is going on ?
and did you see any wreckage of a plane at the pentagon in any of the photos taken ? cockpit ? wing ? fuselage ?
what are the odds of smashing a plane into the side of the pentagon (not exactly the height of the WTC) and no-one took a photo of plane wreckage at the scene ?
oops gotta go, a black car with some men in suits just pulled up, i'll be back in a minute....
I attribute the gullibility of conspiracy theorists to pure psychology. It's called intermittent (partial) reinforcement. It's the same reason many people are addicted to gambling.
Rewards (in the case of conspiracy theorists, the reward is being right) in intermittant reinforcement are not given every time a particular behavior is performed, but rather once in a while, and for best results, at a variable rate, rather than a fixed rate.
This is the reason you don't feed stray animals on the street, because they will occasionally be rewarded, and so it will stick in their heads that they should visit a particular place to get food. If you feed that stray animal after each visit or at a fixed rate, it will be easier to get off your back once you stop. However, with intermittant reinforcement, it will take a long time to get the animal off your back since it will continue to expect that one day you will feed it.
Conspiracy theorists have been right in the past (mere statistics will prove this, as this article makes note of), and that is enough to get large numbers of people convinced enough that others are worth their time and energy to prove correct.
Gullible they may be, but they have history to blame for that.
// file: mice.h
#include "frickin_lasers.h"
Richard Dawkins has an excellent chapter in his book "Rainbow" where he describes a concept called a PETWHAC. This roughly translates into: Population of Events That Would Have Appeared Coincidental. He notes that for any seemingly impossible coincidence, oftentimes it can be dispelled simply by figuring out what events would be included in the PETWHAC: and usually you get a very high number. We have so many opportunities for amazing coincidences every day that it's almost mathematically inevitable that some will happen to us once and awhile. Coupled with the number of people out there, it's no wonder that seemingly amazing and inexplicable coincidences are reported all over the place: they are quite likely.
Efron is a venerable statistician, but this is plain wrong. There are many things that are so unlikely that, for practical purposes, they simply do not occur in this universe. For example, all the air molecules in a room don't all get on one half of the room, leaving the other half with a vacuum. Statistically, this arrangement is (approximately) as probable as any other. But there aren't enough rooms in the universe to make this an event that could occur with "fairly high" probability.
Much of physics relies on things that are "astronomically unlikely", and much of engineering consists of changing conditions so that something that is very unlikely becomes common. We have enshrined these "astronomically unlikely" principle as a the laws of thermodynamics, and we don't even bother to say "a perpetual motion machine is possible but very, very unlikely", we just say "you can't build one", because for practical purposes, you can't.
[Tibshirani] ''The chance of getting a royal flush is very low,'' he says, ''and if you were to get a royal flush, you would be surprised. But the chance of any hand in poker is low. You just don't notice when you get all the others; you notice when you get the royal flush.''
This is true but not relevant. If you randomly think of some particular hand and then have it dealt, you do have reason to be surprised, although, since the prior probability on the existence ESP or telekinesis is so minute, you should probably still attribute it to randomness. On the other hand, you have no reason to be surprised if you get a royal flush once over many games, just like you have no reason to be surprised to get any particular hand once in many games.
Similarly, statistically, having all the air molecules in a room be present only on one side of the room is (approximately) as probable as any other particular arrangement of air molecules, but I guarantee that if you were in that room, you would notice, and you would have reason to be surprised. In fact, you would almost certainly be correct in concluding that that arrangement of air molecules didn't come about by chance but involved something like a vacuum pump and a partition.
Which brings us to the death of Benito Que, who was not, despite reports to the contrary, actually a microbiologist. He was a researcher in a lab at the University of Miami Sylvester Cancer Center, where he was testing various agents as potential cancer drugs.
Now we are getting to the good stuff. The problem with the conspiracy surrounding these cases has nothing to do with statistics or people's ignorance of it.
The death of half a dozen germ warfare experts under the age of 60 within a span of four months would be an unlikely event, whether or not it follows 9/11. Not astronomically unlikely, but something that would certainly warrant closer investigation. If you assume that there are maybe 100 such world experts, you can look at standard mortality tables to bound the probability of this event occurring.
What's wrong with that analysis is that these people were not "germ warfare specialists"--they were biologists. Journalists constructed the label "germ warfare specialists" after the fact. But there are a lot of biologists in the world. The death of half a dozen biologists over a four month period is a much more probable event--simply because there are a lot more biologists around.
The whitewashing NY Times neglected that detail.
For more on the story, see here.
I would have considered it a proper debunking if it had done a peoper statistical analysis of the deaths -- or something like that. Instead, it simply explained away a couple of the deaths, and hand-waved the others. When the original story went out, I was willing to explain away 3 of the original 11 deaths as 'normal' That still left a cluster of 8 wierd disappearances. This article hand-waved at least one of the deaths that I had already considered 'normal'.
On the pro-cosnpiracy side of this story:
A similar story occured in Vancouver: about 50 or 60 women mysteriously disappeared over the last 10 years in Vancouver. Most of these women were drug users and/or prostitutes. The nature of a prostitute's business is such that a prostitute would be a very juicy target for a serial killer (where else can you consistently get a woman to wander off with a stranger to a remote and secluded area?)
In any case, the Vancouver Police department continued to pooh-pooh complaints of Downtown Eastside residents that these disappearances were unusual. They simply explained it as 'they probably just skipped town'. It wasn't until America's Most Wanted did a story about how Vancouver was a great place to be a serial killer, that they responded at all to the complaints. They still spent a year, or more claiming that it was just a coincidence, despite the fact that a forensic statistician on their own staff found clear evidence of improbability.
It wasn't until last year that some real manpower was put into the investigation, and this year a pig farmer was charged with the murder of a half dozen or more of the missing prostitutes. This summer police hired a bunch of anthropology students to help look for bone fragments and body bits in the dirt pile on his farm.
The moral of the story: Just because something MAY be a coincidence, doesn't mean that it is. If you want to prove, or disprove, a conspiracy around this cluster, you need to look at the whole cluster -- not just point out the easily explainable (or more worrisome) deaths and hand-wave about statistics.
The story at the base of this article neither proves nor disproves the probability of a conspiracy around this cluster of deaths. It simply points out that they're not all unexplainable (something that was clear some time ago).
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