sixes_and_sevens comments on Open Thread, Apr. 20 - Apr. 26, 2015 - Less Wrong
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A while ago I read that a betting firm rather hires physics or math people than people with degrees in statistics because the statistics folks to often think that real world data is supposed to follow a normal distribution like the textbook example they faced in university.
Outside of specific statistics programs a lot of times statistics classes lead to students simply memorizing recipes and not really developing a good statistical intuition.
Teaching statistics sounds often much better in the abstract than in practice.
That is, ahem, bullshit. Stupid undergrads might think so for a short while, "statistics folks" do not.
"Statisticians think everything is normally distributed" seems to be one of those weirdly enduring myths. I'd love to know how it gets propagated.
I strongly suspect that a large part of its recent popularity is because in the recent CDO-driven crash it suited the interests of the (influential) people whose decisions were actually responsible to spread the idea that the problem was that those silly geeky quants didn't understand that everything isn't uncorrelated Gaussians, ha ha ha.
Someone was overly impressed by the Central Limit Theorem... X-)
I can't say I ran into it before (whereas "economists think humans are all rational self-interested agents", jeez...)
Given that I remember spending a year of AP statistics only doing calculations with things we assumed to be normally distributed, it's not an unreasonable objection to at least some forms of teaching statistics.
Hopefully people with statistics degrees move beyond that stage, though.