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Question: P' speaks the truth 5 out of 12 times and 'Q' speaks the truth 8 out of 21 times. What is the probab...

P' speaks the truth 5 out of 12 times and 'Q' speaks the truth 8 out of 21 times. What is the probability that they contradict each other in stating the same fact?

A

121/252

B

91/252

C

84/101

D

67/84

Answer

121/252

Explanation

Solution

To find the probability that P and Q contradict each other, we consider two scenarios:

  1. P speaks the truth and Q speaks a lie.
  2. P speaks a lie and Q speaks the truth.

Let P(PT)P(P_T) be the probability that P speaks the truth.
Let P(QT)P(Q_T) be the probability that Q speaks the truth.

Given:
P(PT)=512P(P_T) = \frac{5}{12}
P(QT)=821P(Q_T) = \frac{8}{21}

The probability that P speaks a lie, P(PL)P(P_L), is 1P(PT)1 - P(P_T).
P(PL)=1512=12512=712P(P_L) = 1 - \frac{5}{12} = \frac{12 - 5}{12} = \frac{7}{12}

The probability that Q speaks a lie, P(QL)P(Q_L), is 1P(QT)1 - P(Q_T).
P(QL)=1821=21821=1321P(Q_L) = 1 - \frac{8}{21} = \frac{21 - 8}{21} = \frac{13}{21}

For them to contradict each other, one must speak the truth and the other must speak a lie. Since their statements are independent events, we can multiply their probabilities.

Scenario 1: P speaks the truth AND Q speaks a lie.
Probability = P(PT)×P(QL)=512×1321=65252P(P_T) \times P(Q_L) = \frac{5}{12} \times \frac{13}{21} = \frac{65}{252}

Scenario 2: P speaks a lie AND Q speaks the truth.
Probability = P(PL)×P(QT)=712×821=56252P(P_L) \times P(Q_T) = \frac{7}{12} \times \frac{8}{21} = \frac{56}{252}

The total probability that they contradict each other is the sum of the probabilities of these two mutually exclusive scenarios:
P(contradiction)=P(PT)×P(QL)+P(PL)×P(QT)P(\text{contradiction}) = P(P_T) \times P(Q_L) + P(P_L) \times P(Q_T)
P(contradiction)=65252+56252P(\text{contradiction}) = \frac{65}{252} + \frac{56}{252}
P(contradiction)=65+56252=121252P(\text{contradiction}) = \frac{65 + 56}{252} = \frac{121}{252}