Regression Analysis and Puppies

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Appologies to xkcd1, but here's an idea that's been banging around in my head for a couple of days.

[1]xkcd is a truely wonderful comic that I can only ape in my wildest fantasies (No, not those fantasies. The ones where I pretend I can write witty prose).