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In an experiment, the probability that event AA occurs is 27\frac{2}{7}, the probability that event BB occurs is 27\frac{2}{7}, and the probability that events AA and BB both occur is 449\frac{4}{49}. Are AA and BB independent events?\newlineChoices:\newline(A) yes\newline(B) no

Full solution

Q. In an experiment, the probability that event AA occurs is 27\frac{2}{7}, the probability that event BB occurs is 27\frac{2}{7}, and the probability that events AA and BB both occur is 449\frac{4}{49}. Are AA and BB independent events?\newlineChoices:\newline(A) yes\newline(B) no
  1. Check for Independence: To check if events AA and BB are independent, we need to see if the probability of AA and BB occurring together (P(A and B)P(A \text{ and } B)) is equal to the product of their individual probabilities (P(A)×P(B)P(A) \times P(B)).
  2. Calculate Product of Probabilities: First, let's find the product of P(A)P(A) and P(B)P(B). \newlineP(A)×P(B)=(27)×(27)=449.P(A) \times P(B) = \left(\frac{2}{7}\right) \times \left(\frac{2}{7}\right) = \frac{4}{49}.
  3. Compare Product to Joint Probability: Now, let's compare this product to the probability of AA and BB occurring together, which is given as 449\frac{4}{49}.
  4. Confirm Independence: Since P(A and B)=449P(A \text{ and } B) = \frac{4}{49} and P(A)×P(B)=449P(A) \times P(B) = \frac{4}{49}, the two probabilities are equal.
  5. Confirm Independence: Since P(A and B)=449P(A \text{ and } B) = \frac{4}{49} and P(A)×P(B)=449P(A) \times P(B) = \frac{4}{49}, the two probabilities are equal. Because the product of the individual probabilities is equal to the probability of both events occurring together, events AA and BB are independent.

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