Reference that explores calculating the continuous limiting distribution of a sequence of discrete random variables

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I am trying to calculate the limiting distribution of a sequence of discrete random variables.

Is there a reference I can use that explores the techniques to use, and the theoretical aspects of what kind of convergence it is, etc. ?