Conditional Probability

AP Statistics· difficulty 4/5

Events A and B have P(A)=0.4P(A) = 0.4, P(B)=0.5P(B) = 0.5, P(AB)=0.2P(A \cap B) = 0.2. Are A and B independent?

  • A

    Yes — A and B are mutually exclusive

  • B

    Yes — P(A)P(B)=0.20=P(AB)P(A) \cdot P(B) = 0.20 = P(A \cap B)

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  • C

    No — they cannot be independent if both occur

  • D

    Cannot be determined without more data

Explanation

Independence: P(A∩B) = P(A)P(B) = 0.4·0.5 = 0.2 ✓. Mutually exclusive would mean P(A∩B) = 0, which is different.

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