Credibility Theory for Dummies

Least squares credibility is usually derived from some fairly complicated looking assumptions about risk across a collective. It turns out, however, that the basic results can be developed from some standard statistical operations with weighted regression. This is outlined, and some more advanced models are tied to the same approach, in this note.