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If A and B are independent events such t...

If A and B are independent events such that `P(A) gt0, P(B) gt 0`, then

A

A and B are mutually exclusive

B

A and `overline(B)` are dependent

C

`overline(A)` and B are dependent

D

`P(A//B)+P(overline(A)//B)=1`.

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The correct Answer is:
To solve the problem, we need to analyze the relationship between the probabilities of independent events A and B. ### Step-by-Step Solution: 1. **Understanding Independence**: Since A and B are independent events, we know that: \[ P(A \cap B) = P(A) \cdot P(B) \] 2. **Complement Events**: The complements of A and B, denoted as \( A' \) and \( B' \), are also independent. Thus: \[ P(A' \cap B) = P(A') \cdot P(B) \] 3. **Conditional Probability**: We can express the conditional probabilities: \[ P(A | B) = \frac{P(A \cap B)}{P(B)} \quad \text{and} \quad P(A' | B) = \frac{P(A' \cap B)}{P(B)} \] 4. **Adding the Conditional Probabilities**: We want to find: \[ P(A | B) + P(A' | B) \] Substituting the expressions from step 3: \[ P(A | B) + P(A' | B) = \frac{P(A \cap B)}{P(B)} + \frac{P(A' \cap B)}{P(B)} \] 5. **Combining the Fractions**: Since the denominators are the same, we can combine the fractions: \[ P(A | B) + P(A' | B) = \frac{P(A \cap B) + P(A' \cap B)}{P(B)} \] 6. **Using the Law of Total Probability**: The events \( A \) and \( A' \) cover all possibilities in relation to \( B \): \[ P(A \cap B) + P(A' \cap B) = P(B) \] Therefore, we can substitute this into our equation: \[ P(A | B) + P(A' | B) = \frac{P(B)}{P(B)} = 1 \] 7. **Conclusion**: Thus, we conclude that: \[ P(A | B) + P(A' | B) = 1 \] The correct option is D.
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