1. two or more events that have no common elements. See also disjoint sets. 2. in probability theory, two or more events that cannot co-occur: The occurrence of one precludes the simultaneous or subsequent occurrence of the other(s). For example, the alternatives “heads” and “tails” in a single toss of a coin are mutually exclusive events.