Variations on this question comes up often, so I'm making a post about the maths behind it so that I have something to link to.
It's a fun thing to reason about, so put aside any crazy notions you may have that "statistics is boring" and let's dive in!
First, an example
Let's take a specific example first: I have 6-sided dice and want to simulate
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