What Is Conditional Probability?

Grade 6

When information changes the probability

Sometimes you're told that something has already happened — and that changes the probability of something else. That's conditional probability.

The notation P(A | B) is read as "the probability of A given B". It means: knowing that B has happened, what's the chance of A?

The key move is that your sample space has shrunk. You're no longer looking at all outcomes — only the ones where B has occurred.

The formula

P(A | B) = P(A ∩ B) ÷ P(B)

In words: out of all the times B happens, how many of those also have A? The denominator is P(B) because you're restricting yourself to the world where B occurred.

Worked example — from a table

EXAMPLE
A group of 50 people were asked about tea and coffee. 30 drink tea (T), 25 drink coffee (C), 12 drink both. A person is chosen at random. Given that they drink coffee, find the probability they also drink tea.
P(T ∩ C) = 12/50. P(C) = 25/50. P(T | C) = P(T ∩ C) ÷ P(C) = (12/50) ÷ (25/50) = 12/25 = 12/25. In plain English: of the 25 coffee drinkers, 12 also drink tea — same answer, just counting directly.

The shrinking sample space

You can always answer a conditional probability question by restricting your focus: "how many people are in group B?" becomes your new total, and you count how many of those are also in A. No formula needed if you can see the numbers directly.
Nova
Try this one

The two-way table shows whether \( 40 \) students walk or cycle to school.

WalkCycleTotal
Boys91524
Girls11516
Total202040

A student is chosen at random.

Given that the student is a boy, find the probability that he cycles to school. Give your answer as a fraction in its simplest form. [2]

Nova's hint:

This is conditional probability: the word 'given' tells you to look only within one group.

Ask yourself: 'which row or column should I restrict my attention to, and what is the total of just that group?' The denominator is the size of the group you are told about, not the whole table.

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