Astrostatistics: How to fit a model to data

Astrostatistics: How to fit a model to data

Why does the fit above look so crappy? Probably because of those pesky outliers! But before you get rid of them, see what David Hogg has to say about alternative methods of fitting models which are not only more robust, but may change your mind about every fit you do from now on.