In other words, let A be any event the occurrence or non occurrence of which depends
Only on the value of X, and let B be any event the occurrence or nonoccurrence of which
Depends only on the value of Y. Then X and Y are independent random variables if and
Only if A and B are independent events for all such events A and B.
If X and Y are independent, then for all real numbers x and y, it must be true that