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Let A and B be two events such that P(A|...

Let A and B be two events such that P(A|B) =`1/2`, P(B|A)=`1/3` and `P(A nn B)=1/6`, then which one of the following is not true?

A

`P(A uuB)=2/3`

B

A and B are independent

C

A and B are not independent

D

`P(A' nn B)=1/6`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to analyze the given probabilities and determine which statement about the events A and B is not true. ### Given Information: 1. \( P(A|B) = \frac{1}{2} \) 2. \( P(B|A) = \frac{1}{3} \) 3. \( P(A \cap B) = \frac{1}{6} \) ### Step 1: Use the definition of conditional probability The conditional probability \( P(A|B) \) can be expressed as: \[ P(A|B) = \frac{P(A \cap B)}{P(B)} \] Substituting the known values: \[ \frac{1}{2} = \frac{\frac{1}{6}}{P(B)} \] ### Step 2: Solve for \( P(B) \) Cross-multiplying gives: \[ P(B) = \frac{1}{6} \times 2 = \frac{1}{3} \] ### Step 3: Use the definition of conditional probability for \( P(B|A) \) Similarly, for \( P(B|A) \): \[ P(B|A) = \frac{P(A \cap B)}{P(A)} \] Substituting the known values: \[ \frac{1}{3} = \frac{\frac{1}{6}}{P(A)} \] ### Step 4: Solve for \( P(A) \) Cross-multiplying gives: \[ P(A) = \frac{1}{6} \times 3 = \frac{1}{2} \] ### Step 5: Verify independence of A and B To check if A and B are independent, we need to verify if: \[ P(A \cap B) = P(A) \cdot P(B) \] Substituting the values we found: \[ P(A) = \frac{1}{2}, \quad P(B) = \frac{1}{3} \] Calculating \( P(A) \cdot P(B) \): \[ P(A) \cdot P(B) = \frac{1}{2} \cdot \frac{1}{3} = \frac{1}{6} \] ### Step 6: Conclusion Since \( P(A \cap B) = \frac{1}{6} \) and \( P(A) \cdot P(B) = \frac{1}{6} \), we conclude that A and B are independent events. ### Final Statement Now, we need to identify which statement is not true. The statement that A and B are independent is true. Therefore, any statement claiming they are not independent would be false.
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