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Not 100% sure where I should have put this, but I'm sure I'm safe in here.
Inspired by a thread some time ago about biased dice, I made an excel document that would let you put in die rolls, and you could determine if you had a bad die, as well as the degree to which it is bad. If anyone is interested, let me know!
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At a minimum, 20 per face. In the file, I link to a paper that was written by a gentleman regarding this subject back in the mid-90's. So I basically took his explanations of the chi-squared test and the kolmogorov-smirnov test and put them into Excel. I have a worksheet for each die (4, 6, 8, 10, 12, 20) and you just make a crap load of rolls for the die you want to test.