Mathematics

Mathematics

Problem

State the condition that must be satisfied for two events AA and BB to be independent.
Intuitive explanation

Two events are independent when knowing one happened tells you nothing about the probability of the other—they don't influence each other. The key insight is that this means the probability of both occurring together equals the product of their individual probabilities: P(A∩B)=P(A)⋅P(B)P(A \cap B) = P(A) \cdot P(B). This single equation captures the idea that the events are "unrelated" in a probabilistic sense.

Intuitive explanation

Two events are independent when knowing one happened tells you nothing about the probability of the other—they don't influence each other. The key insight is that this means the probability of both occurring together equals the product of their individual probabilities: P(A∩B)=P(A)⋅P(B)P(A \cap B) = P(A) \cdot P(B). This single equation captures the idea that the events are "unrelated" in a probabilistic sense.

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