It sounds like what you are after is a standard statistical method called "t-test". You feed it two distributions, and it tells you how alike the two distributions are. In fact, it's built into excel (called simply "TTEST"). 
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In reply to Re^3: Empirically solving complex problems by etcshadow
in thread Empirically solving complex problems by oakbox

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