I wouldn't call it a cookbook.
It is an (unusually large) cheatsheet.
It is an (unusually large) cheatsheet.
http://www.johndcook.com/blog/2010/10/04/probability-and-sta...
Such a concept might make sense in this context. e.g. Recipe to calculate p-values. How to fit various distributions. A recipe to calculate posterior probabilities, etc.