What is randomness?

Radiolab's show on "Stochasticity" offers entertaining examples to explain the concept of randomness.   The story starts with the example of a 10 year old girl named "Laura Buxton" who released a balloon with a message: "Return this balloon to Laura Buxton."    The girl who received the balloon when it came down many miles away was another 10 year old girl named "Laura Buxton."  There were many other coincidences between the two Laura Buxtons. Contrary to the assumptions of most people, randomness involves results that look like patterns.  What about getting seven heads in a row? If you were only flipping the coin seven times, this can happen only one time out of 100, but if you get seven heads in a row somewhere in the process of flipping a coin 100 times, you can expect this to happen one time out of six, not improbable. Another example is the case of Evelyn Adams, who one the lottery twice in two consecutive years. If you look only at whether this will happen twice with the purchase of two tickets, it would only happen once in 17 trillion times. If you consider the entire universe of people who buy lottery tickets, the question becomes "what are the odds that somebody somewhere will win the lottery twice?" The answer to that question is that it would be surprising if that didn't happen repeatedly, and it has happened repeatedly (listen to minute 17 of the show). The lesson? (at minute 19) "If you don't see past yourself [to look at the big picture], you become prey to superstition." In the case of the Laura Buxtons, the story becomes much more interesting when we focus only on the similarities of the two girls and downplay the many many things they don't have in common.   But of course, listing their dissimilarities would not have been a good story, yet we prefer to believe in "magic"  (see min 20). See also, this post on patternicity.

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Conservative Fantasy Role Playing

I wonder sometimes how a modern conservative maintains. Romney has won the New Hampshire primary.  All the buzz now is how he’s going to have a much tougher fight in South Carolina, primarily because of the religious and social conservatives who will see him as “not conservative enough.”  There is a consortium of social conservatives meeting this week in Texas to discuss ways to stop him, to elevate someone more to their liking to the nomination.  And right there I have to wonder at what it means anymore to be a conservative. I grew up, probably as many people my age did, thinking of conservatism as essentially penurious and a bit militaristic.  Stodgy, stuffy, proper.  But mainly pennypinching.  A tendency to not do something rather than go forward with something that might not be a sure thing. I suppose some of the social aspect was there, too, but in politics that didn’t seem important.  I came of age with an idea of fiscal conservatism as the primary trait. That doesn’t square with the recent past.  The current GOP—say since Ronny Reagan came to power—has been anything but fiscally conservative, although what they have spent money on has lent them an aura of responsible, hardnosed governance.   Mainly the military, but also subsidies for businesses.  But something has distorted them since 1981 and has turned them into bigger government spenders than the Democrats ever were.  (This is not open to dispute, at least not when broken down by administrations.  Republican presidents have overseen massive increases in the deficit as opposed to Democratic administrations that have as often overseen sizable decreases in the deficit, even to the point of balancing the federal budget.  You may interpret or spin this any way you like, but voting trends seem to support that the choices Republican presidents have made in this regard have been supported by Republican congressmen even after said presidents have left office.) [More . . . ]

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Tebow, schadenfreude and blasphemy

I barely follow professional football these days, but I've heard enough about Tim Tebow to be annoyed. I'm not annoyed that he has played well this season or that he appears to be a generous and kind-hearted fellow. I'm annoyed because he insists that the alleged Creator of the Universe cares about American football. If this were at all true, what does that say about this "God," given that He has a lot of unfinished work to do healing the sick and helping to feed starving children? How would you characterize an allegedly omnipotent and omniscient God who would choose to watch professional football while even one or two children were dying from preventable causes such as the lack of food? The word "miscreant" comes to mind, because it's not only one or two children: More than 16,000 children starve every day. And how difficult should it be for an adult quarterback to figure out that the Creator of the Universe wouldn't actually hover around at American sports stadiums on the third planet from the Sun on Sundays? For the above reasons only, I was delighted to hear that Tebow and his team were thrashed by the New England Patriots yesterday. Maybe Tebow can figure out during this off-season that what he does for living is merely entertainment--it isn't notable by any cosmic standard. Maybe he can figure out that if the Creator of the Universe has a to-do list, it doesn't include caring about football games. Perhaps it's not fair to pick on Tim Tebow, because he's merely the most recent prominent athlete to assume that God cares about his performance on the field. But he has done an especially good job of bringing attention to himself based on his allegedly close relationship with "God," so I'll continue with this rant. [More . . . ]

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Cascades of terror

A few years ago, I wrote a post where I pointed out that early innocuous-seeming intellectual moves can result in huge consequences further down the road. I illustrated this point by mentioning that, for many people, the uncritical acceptance that cognition allegedly occurs in the absence of a neural network capable of able to support that cognition had led to the belief in souls (as well as ghosts and gods). We need to be careful about our early assumptions. I have recently finished reading Thinking, Fast and Slow, an excellent new book by Daniel Kahneman. In his new book, Kahneman writes that the availability heuristic "like other heuristics of judgment, substitutes one question for another: you wish to estimate the size of the category or the frequency of an event, but your report and impression of the ease with which instances come to mind. Substitution of questions inevitably produces systematic errors."  [Page 130] I have often considered the great power of the availability heuristic. It is a phenomenon "in which people predict the frequency of an event, or a proportion within a population, based on how easily an example can be brought to mind." We tend to recall information based upon whether the event is salient, dramatic or personal. It is difficult to set these aside when determining relevant evidence. In chapter 13, "Availability, a Motion, and Risk," Kahneman reminds us that "availability" provides a heuristic for a wide variety of judgments, including judgments other than frequency. In particular, the importance of an idea is often judged by the fluency (an emotional charge) with which that idea comes to mind." He describes the availability heuristic as perhaps the most dominant heuristic in social contexts, and describes how it can result in immense social damage when it is applied in cascaded fashion.

The availability cascade is a self-sustaining chain of events, which may start from media reports of a relatively minor event and lead up to public panic and large-scale government action. On some occasions, a media story about a risk catches the attention of a segment of the public, which becomes aroused and worried. This emotional reaction becomes a story in itself, prompting additional coverage in the media, which in turn produces greater concern and involvement. The cycle is sometimes sped along deliberately by "availability enterprise orders," individuals or organizations who work to ensure a continuous flow of worrying news. The danger is increasingly exaggerated as the media compete for attention grabbing headlines. Scientists and others who try to dampen the increasing fear and repulsion attract little attention, most of it hostile: anyone who claims that the danger is overstated is suspected of association with a "heinous cover-up." The issue becomes politically important because it is on everyone's mind, and the response of the political system is guided by the intensity of public sentiment. The availability cascade has now reset priorities. Other risks, and other ways that resources could be applied for the public good, all have faded into the background.

.   .   .

[W]e either ignore [small risks] altogether or give them far too much weight-nothing in between.… The amount of concern is not adequately sensitive to the probability of harm; you are imagining the numerator-the tragic story you saw on the news-and not thinking about the denominator. [Cass] Sunstein has coined the phrase "probability neglect" to describe the pattern. The combination of probability neglect with the social mechanisms of availability cascades inevitably leads to gross exaggeration of minor threats, sometimes with important consequences.

In today's world, terrorists are the most significant practitioners of the art of inducing availability cascades. With a few horrible exceptions such as 9/11, the number of casualties from terror attacks is very small relative to other causes of death. Even in countries that have been targets of intensive terror campaigns, such as Israel, the weekly number of casualties almost never came close to the number of traffic deaths. The differences in the availability of the two risks, the ease in the frequency with which they come to mind. Gruesome images, endlessly repeated in the media, cause everyone to be on edge. As I know from experience, it is difficult to reason oneself into a state of complete calm.

[Page 142-144] Anyone who has bothered to watch what passes as "the news" understands the ways in which the "news media" works the availability cascade. I saw this firsthand after TWA Flight 800 exploded and crashed. I was approached by local TV news station in St. Louis while I was walking in downtown St. Louis. An extremely intense reporter wanted to get my opinion (this was within an hour after flight 800 had exploded and crashed into the ocean). She asked me something like this: "What is your reaction to the fact that it appears as though terrorists have shot down TWA flight 800, killing hundreds of people?" My response to her was, "Do we actually know that flight 800 was shot down by terrorists?" She was flabbergasted, and not interested in anything else I had to say. I watched the news that night to see what they did put on, and I saw several people reacting in horror that terrorists would dare shoot down an American commercial flight. The station was interested in stirring up anger and hysteria, not in asking or answering a simple question that I asked. It turned out, of course, that there is no evidence that terrorists had anything to do with the crash of TWA flight 800. Kahneman's book talks indeed tale about the availability heuristic, as well as numerous other cognitive tricks and traps, with warnings that these mental shortcuts often have real-world significant (and even devastating) effects, and offering lots of good advice as to how to anticipate and avoid falling into these traps. I will be writing about this book for many months and years to come. It is a real gem.

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A day at the zoo

Yesterday, my daughter and I visited the Saint Louis Zoo. The idea was to have some fun shooting photos of the animals. The day was overcast and cool and many of the animals were active. I shot each of these photos using a Canon S95 pocket camera. Gallery of ten photos below (hit "full size image" for correct aspect ratio). [gallery]

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