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I don't know much about statistics so I'm not sure how complex this problem is but:
Re: Probability Problem
In mathematics, you don't understand things. You just get used to them.
I have the result, but I do not yet know how to get it.
All physicists, and a good many quite respectable mathematicians are contemptuous about proof.