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Let A and B be independent events. Denot...

Let A and B be independent events. Denote P(A) as the probability that Event A will occur, and denote `P(A nn B)` as the probability that Events A and B will both occur. Which of the following equations must be true?

A

`P(A) = P(B)`

B

`P(A) = 1 - P(B)`

C

`P(A nn B) = P(A) + P(B)`

D

`P(A nn B) = P(A) cdot P(B)`

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The correct Answer is:
To solve the problem regarding independent events A and B, we need to understand the relationships between their probabilities. ### Step-by-Step Solution: 1. **Understanding Independent Events**: - Two events A and B are said to be independent if the occurrence of one does not affect the occurrence of the other. 2. **Probability of Intersection**: - For independent events, the probability that both events A and B occur (denoted as P(A ∩ B)) is given by the formula: \[ P(A \cap B) = P(A) \times P(B) \] - This means that the probability of both events happening together is the product of their individual probabilities. 3. **Reviewing Other Probability Formulas**: - The probability of either event A or event B occurring (denoted as P(A ∪ B)) is given by: \[ P(A \cup B) = P(A) + P(B) - P(A \cap B) \] - However, for independent events, this does not simplify to a direct equation between P(A) and P(B). 4. **Analyzing the Given Options**: - **Option A**: P(A) = P(B) - This is not necessarily true; independence does not imply equality. - **Option B**: P(A) = 1 - P(B) - This is true only for mutually exclusive events, which is not the case here. - **Option C**: P(A ∩ B) = P(A) + P(B) - This is incorrect as it does not apply to independent events. - **Option D**: P(A ∩ B) = P(A) × P(B) - This is the correct equation for independent events. 5. **Conclusion**: - The equation that must be true for independent events A and B is: \[ P(A \cap B) = P(A) \times P(B) \] - Therefore, the correct answer is Option D.
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