19.5 Independence. Two random phenomena are independent if
(a) knowing that one of the outcomes has occurred means the other cannot occur.
(b) knowing the outcomes of one does not change the probabilities for outcomes of the other.
(c) both have the same probability of occurring.
(d) both have different and unrelated probabilities of occurring.