Multiple random variables? No problem. Learn how to calculate probabilities using a joint distribution and how to calculate a marginal (univariate) pmf from a joint pmf.
Errata: if you sum over the entire pdf, you should get 1. (I mistakenly wrote 0.) This is just like in the univariate case: sum over the entire pdf = 1.

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