where the hat indicates the natural log of a variable. The two fits differ insignificantly (as expected since we perform a χ 2 fit and keep track of the uncertainties), so we use the logarithmic fit in the main text because it has a slightly lower p-value in the F-test (0.68 versus 0.70).