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Question

Mathematics Question on Conditional Probability

If A and B are the two events such that P(A)=12P(A) = \frac{1}{2}, P(B)=13P(B) = \frac{1}{3} and P(AB)=14P(A|B) = \frac{1}{4}, then P(AB)P(A' \cap B') is

A

14\frac{1}{4}

B

112\frac{1}{12}

C

316\frac{3}{16}

D

34\frac{3}{4}

Answer

14\frac{1}{4}

Explanation

Solution

To find the probability of the intersection of the complements of events A and B, we can use the complement rule:
P(AB)=1P(AB)P(A' \cap B') = 1 - P(A \cup B)
We know that P(AB)=P(AB)P(B)P(A|B) = \frac{P(A \cap B)}{P(B)}
Rearranging the equation, we have:
P(AB)=P(AB)P(B)P(A \cap B) = P(A|B) \cdot P(B)
Given that P(A)=12,P(B)=13P(A) = \frac{1}{2}, \quad P(B) = \frac{1}{3}, and P(AB)=14P(A|B) = \frac{1}{4}
we can substitute these values into the equation:
P(AB)=(14)×(13)=112P(A \cap B) = \left(\frac{1}{4}\right) \times \left(\frac{1}{3}\right) = \frac{1}{12}
Now, we can find the probability of the union of events A and B:
P(AB)=P(A)+P(B)P(AB)=12+13112=612+412112=912=34P(A \cup B) = P(A) + P(B) - P(A \cap B) = \frac{1}{2} + \frac{1}{3} - \frac{1}{12} = \frac{6}{12} + \frac{4}{12} - \frac{1}{12} = \frac{9}{12} = \frac{3}{4}
Finally, we can find the probability of the intersection of the complements:
P(AB)=1P(AB)=1(34)=14P(A' \cap B') = 1 - P(A \cup B) = 1 - \left(\frac{3}{4}\right) = \frac{1}{4}
Therefore, the correct option is (A) 14\frac{1}{4}