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Let A and B be two non-null events such ...

Let `A` and `B` be two non-null events such that `AsubeB`. Then, which of the following statements is always correct? (1) (P(A/B)=P(B)−P(A) (2) P(A/B)>P(A) (3) P(A/B)≤P(A) (4) P(A/B)=1

A

`p(A//B)=p(B)-P(A)`

B

`P(A//B)gtP(A)`

C

`P(A//B)leP(A)`

D

`P(A//B)=1`

Text Solution

AI Generated Solution

The correct Answer is:
To solve the problem, we need to analyze the relationship between two events \( A \) and \( B \) where \( A \subseteq B \). We will evaluate each of the given options to determine which statement is always correct. ### Step-by-step Solution: 1. **Understanding the Relationship**: Since \( A \subseteq B \), every outcome in event \( A \) is also in event \( B \). This means that the probability of \( A \) occurring cannot exceed the probability of \( B \) occurring. 2. **Using the Conditional Probability Formula**: The conditional probability \( P(A|B) \) is defined as: \[ P(A|B) = \frac{P(A \cap B)}{P(B)} \] Since \( A \subseteq B \), we have \( A \cap B = A \). Therefore, we can rewrite the formula as: \[ P(A|B) = \frac{P(A)}{P(B)} \] 3. **Evaluating Each Option**: - **Option (1)**: \( P(A|B) = P(B) - P(A) \) - This is incorrect because \( P(A|B) = \frac{P(A)}{P(B)} \) does not equal \( P(B) - P(A) \). - **Option (2)**: \( P(A|B) > P(A) \) - This is incorrect. Since \( P(A|B) = \frac{P(A)}{P(B)} \) and \( P(B) \) is greater than \( P(A) \) (because \( A \subseteq B \)), it follows that \( P(A|B) < P(A) \). - **Option (3)**: \( P(A|B) \leq P(A) \) - This is correct. Since \( P(A|B) = \frac{P(A)}{P(B)} \) and \( P(B) \) is greater than or equal to \( P(A) \), it follows that \( P(A|B) \leq P(A) \). - **Option (4)**: \( P(A|B) = 1 \) - This is incorrect. \( P(A|B) = 1 \) only if \( A = B \). Since \( A \) is a subset of \( B \), this is not always true. 4. **Conclusion**: The only statement that is always correct is option (3): \( P(A|B) \leq P(A) \). ### Final Answer: The correct statement is (3) \( P(A|B) \leq P(A) \).
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