Question: conditional probabilities

How do I get expressions 2.3 to 2.5 from this old paper: projecteuclid.org/DPubS with maple? What is the standard (or otherwise) way to compute (symbolically)  this sort of thing with Maple, e.g., using intersect, assuming?  Nothing seems to work for me. Thanks.

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