The probability of events A and B both occurring is 0, since they are mutually exclusive. The probability of event A occurring without B is 0.4, and the probability of their union (A or B occurring) is 0.9, since they are the only two possible outcomes. A and B are not independent since the probability of one is affected by the other occurring.