Independent events are pairs of events and
whose probabilities satisfy
In an area model of probability, independence means that the fraction of
occupied by
is the same as the fraction of the entire sample space
occupied by
.
Overlap by itself does not imply dependence, and mutually
exclusive events with positive probabilities are not independent (Papoulis 1984,
p. 40).