a Events that cannot occur at the same time are mutually exclusive. Mutually exclusive events have no outcomes in common. For example, because it is not possible to toss a coin and obtain heads and tails at the same time, these two events are mutually exclusive.
Addition Rules for Probability
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If A and B are mutually exclusive events, the probability that A or B will occur is P(A or B)=P(A)+P(B).
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If A and B are not mutually exclusive events, the probability that A or B will occur is P(A or B)=P(A)+P(B)−P(A and B).
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Let
A be "a sum of
10" and
B be "doubles." If we roll two
5s, the sum is
10 and the roll is doubles. Therefore,
A and
B are
not mutually exclusive events. Let's start by calculating
P(A), P(B), and
P(A and B).
Think about all possible pairs of numbers from dice which result in rolling a sum of
10 and all possible doubles.
Sum=105,54,66,4Doubles1,12,23,34,45,56,6
Because there are two dice and both can result in
6 outcomes, we have
6×6=36 possible outcomes.
P(A)P(B)P(A and B)=363←←sum of 10possible outcomes=366←←doublespossible outcomes=361←←sum of 10 and doublespossible outcomes
Finally, considering that
A and
B are not mutually exclusive events, let's calculate
P(A or B).
P(A or B)=P(A)+P(B)−P(A and B)
P(A or B)=363+366−361
P(A or B)=368
P(A or B)=92
We found that
P(sum of 10 or doubles)=92.