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064概率中等derivationmedium

Independence Is Not Closed Under Unions

题目

Let AA, BB, CC be events with A ⁣ ⁣BA \perp\!\!\perp B and A ⁣ ⁣CA \perp\!\!\perp C. (a) Prove that if AA, BB, CC are mutually independent, then A ⁣ ⁣(BC)A \perp\!\!\perp (B \cup C). (b) Now let Ω={1,2,3,4}\Omega = \{1,2,3,4\} with uniform probability, A={1,2}A = \{1,2\}, B={1,3}B = \{1,3\}, C={1,4}C = \{1,4\}. Verify that A ⁣ ⁣BA \perp\!\!\perp B and A ⁣ ⁣CA \perp\!\!\perp C. (c) Show that AA and BCB \cup C are not independent. Why doesn't pairwise independence suffice?

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你的答案

P(A \cap (B \cup C))

P(A)P(B \cup C)