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Conditional probability

Conditional probability asks: given that one thing has happened, how likely is another?

Notation

P(B | A) means the probability of B given A has happened.
P(B | A) = P(A and B)P(A)

From a two-way table

Restrict to the row or column you are given, then find the fraction.
Of 60 students, 25 are in Year 10, and 15 of those walk to school. P(walks | Year 10) = 1525.

Independence check

A and B are independent if P(A and B) = P(A) × P(B), or if P(B | A) = P(B).
Worked example

P(A) = 0.5 and P(A and B) = 0.2. Find P(B | A).

  1. P(B | A) = 0.20.5

Answer: 0.4

Key idea

Given means restrict the total to what is given. P(B | A) = P(A and B) ÷ P(A). Independence means P(A and B) = P(A) × P(B).

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