1) A and B are said to be independent if the occurrence of one event does not affect the probability of the other, and dependent if they are not independent.
2) The addition theorem states that the probability of events A or B occurring is the sum of the individual probabilities minus the probability that they both occur.
3) Events are mutually exclusive if the probability that they both occur is 0, and mutually exclusive and exhaustive if their individual and joint probabilities cover all possibilities with no overlaps.