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In order to compliment my linear regression in google docs post (and because I keep forgetting how to do it), here is a quick and dirty guide to linear regression using python and pylab. First ...
You could use a computer to fit an exponential function to the data and measure how well it fits. But how about just turning an exponential function into a linear function?