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Hogg, Bovy & Lang (2010) [astrobites review] is a great paper on how to fit a straight line to your data, with proper accounting for scatter, uncertainty, and outliers. Following on from this work, the following tutorials demonstrate good fitting techniques in python using emcee:

MultiNest

Page last modified on Tuesday 09 of December, 2014 23:35:23 EST