Is P(Exactly one event occurring) the same thing as P(Either A or B, not both)?

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Just curious, got kind of confused while studying!

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Yes. "Exactly one of the two occurs" means "One of the two, but not both, occurs".

They are the same events, so they have the same probability measure.