Which distribution fits

There’s a great blog article here:

http://www.johndcook.com/blog/2010/08/11/what-distribution-does-my-data-have/

Nice discussion about choosing a distribution to fit to a set of data, but perhaps more importantly, a nice reminder that these are all abstractions.

To reword de Finetti:

There is no such thing as Normally distributed data

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