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If X and Y are two events such that PX//...

If X and Y are two events such that `PX//Y)=(1)/(2), P(Y//X)=(1)/(3)` and `P(XcapY)(1)/(6)`. Then, which of the following is/are correct ?

A

`P(X cup Y )=(2)/(3)`

B

X and Y are independent

C

X and Y are not independent

D

`P(X^c capY) =(1)/(3)`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to find the probabilities of events X and Y based on the given conditions. Let's break down the steps systematically. ### Step 1: Write down the given probabilities We have the following probabilities: 1. \( P(X|Y) = \frac{1}{2} \) 2. \( P(Y|X) = \frac{1}{3} \) 3. \( P(X \cap Y) = \frac{1}{6} \) ### Step 2: Use the definition of conditional probability The conditional probability \( P(X|Y) \) can be expressed as: \[ P(X|Y) = \frac{P(X \cap Y)}{P(Y)} \] Substituting the known values: \[ \frac{1}{2} = \frac{\frac{1}{6}}{P(Y)} \] ### Step 3: Solve for \( P(Y) \) Cross-multiplying gives: \[ P(Y) = \frac{1}{6} \times 2 = \frac{1}{3} \] ### Step 4: Use the definition of the other conditional probability Now we can use \( P(Y|X) \): \[ P(Y|X) = \frac{P(X \cap Y)}{P(X)} \] Substituting the known values: \[ \frac{1}{3} = \frac{\frac{1}{6}}{P(X)} \] ### Step 5: Solve for \( P(X) \) Cross-multiplying gives: \[ P(X) = \frac{1}{6} \times 3 = \frac{1}{2} \] ### Step 6: Verify the union of probabilities We can use the formula for the union of two events: \[ P(X \cup Y) = P(X) + P(Y) - P(X \cap Y) \] Substituting the values we found: \[ P(X \cup Y) = \frac{1}{2} + \frac{1}{3} - \frac{1}{6} \] ### Step 7: Find a common denominator and calculate The common denominator for 2, 3, and 6 is 6: \[ P(X \cup Y) = \frac{3}{6} + \frac{2}{6} - \frac{1}{6} = \frac{4}{6} = \frac{2}{3} \] ### Step 8: Conclusion We have determined: - \( P(X) = \frac{1}{2} \) - \( P(Y) = \frac{1}{3} \) - \( P(X \cap Y) = \frac{1}{6} \) - \( P(X \cup Y) = \frac{2}{3} \) Based on these calculations, we can conclude that options A and B are correct.
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