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Having read what others are saying about logarithmic graphs, I just wanted
to point out (and I'm sure that they know this) that it is incorrect to do
a linear fit on the transformed (i.e., "logarithimized") data, in any
case. It is incorrect even when the uncertainties are weighted, a.k.a.
weighted least-squares or equivalent.