Question

Difficulty: HardCompound Events and Probability Laws

Two events AA and BB are defined in a sample space such that P(A)=23P(A) = \frac{2}{3}, P(B)=14P(B) = \frac{1}{4}, and P(AB)=34P(A \cup B) = \frac{3}{4}. If BB' denotes the complement of event BB, what is the value of P(AB)P(A \cap B')?

  1. 12\frac{1}{2}Answer
  2. B
    16\frac{1}{6}
  3. C
    23\frac{2}{3}
  4. D
    14\frac{1}{4}

Answer

The probability P(AB)P(A \cap B') is 12\frac{1}{2}.
Using the addition law of probability, P(AB)=P(A)+P(B)P(AB)=23+1434=16P(A \cap B) = P(A) + P(B) - P(A \cup B) = \frac{2}{3} + \frac{1}{4} - \frac{3}{4} = \frac{1}{6}. Since P(A)=P(AB)+P(AB)P(A) = P(A \cap B) + P(A \cap B'), we find P(AB)=2316=12P(A \cap B') = \frac{2}{3} - \frac{1}{6} = \frac{1}{2}. Alternatively, since P(AB)=16=P(A)P(B)P(A \cap B) = \frac{1}{6} = P(A)P(B), events AA and BB are independent, so P(AB)=P(A)P(B)=23×(114)=23×34=12P(A \cap B') = P(A)P(B') = \frac{2}{3} \times \left(1 - \frac{1}{4}\right) = \frac{2}{3} \times \frac{3}{4} = \frac{1}{2}.

Step-by-Step Solution

1
Apply the addition law of probability to calculate P(AB)P(A \cap B).
P(AB)=P(A)+P(B)P(AB)=23+1434=1112912=212=16P(A \cap B) = P(A) + P(B) - P(A \cup B) = \frac{2}{3} + \frac{1}{4} - \frac{3}{4} = \frac{11}{12} - \frac{9}{12} = \frac{2}{12} = \frac{1}{6}.
The general addition law relates the probabilities of the union and intersection of two compound events.
2
Calculate the probability that event AA occurs while event BB does not occur, P(AB)P(A \cap B').
P(AB)=P(A)P(AB)=2316=4616=36=12P(A \cap B') = P(A) - P(A \cap B) = \frac{2}{3} - \frac{1}{6} = \frac{4}{6} - \frac{1}{6} = \frac{3}{6} = \frac{1}{2}.
Event AA can be decomposed into two mutually exclusive parts: ABA \cap B and ABA \cap B'.

Key Concept

Addition law of probability and complement of compound events
Estimated Time:2m 0s
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