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Independent Events Multiplication Rule

Quick answer: Independent events satisfy P(A and B) = P(A)P(B): knowing one occurred does not change the other's probability. Otherwise use P(A)P(B given A).

Worked example

A fair coin is tossed and a fair die is rolled independently. Find P(head and an even number).

  1. P(head) = 1/2.
  2. Even die results are 2, 4, 6, giving probability 3/6 = 1/2.
  3. Multiply independent probabilities: 1/2 × 1/2 = 1/4.

Check the result

There are 12 equally likely combined outcomes; three contain a head and an even result, so 3/12 = 1/4.

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Common mistake to avoid

Mutually exclusive does not mean independent. Drawing without replacement normally changes the second-draw probability.

Try it yourself

1. Find probability of two sixes in two independent fair die rolls. 2. Draw twice with replacement from 3 red and 2 blue balls; find both-red probability.

Answers and reasoning

1. (1/6)² = 1/36. 2. Replacement restores the composition: (3/5)² = 9/25, assuming random draws.

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