01 — Explanation
How is a two-way table structured?
Rows show the categories of one variable (e.g. Boy/Girl), columns show categories of a second variable (e.g. Walk/Bus). Each inside cell is a joint frequency (fits both categories); each row/column total is a marginal frequency; the bottom-right cell is the grand total.
| Walk | Bus | Total | |
|---|---|---|---|
| Boys | 72 | 63 | 135 |
| Girls | 102 | 63 | 165 |
| Total | 174 | 126 | 300 |
02 — Explanation
How do I fill in missing values?
If a row or column has only one unknown cell, subtract the known values from that row/column's total. Work outward until every cell is filled.
Example: If the Boys row totals and "Walk" is , then Boys who take the Bus .
Exam Tip: Once finished, check that the row totals sum to the grand total, and the column totals sum to the grand total, independently. If both checks agree, your arithmetic is almost certainly correct.
03 — Explanation
How do I find a simple or joint probability from the table?
Example: . .
04 — Explanation
How do I find a conditional probability ("given that...") from the table?
The condition restricts the sample space to just that row or column total — not the grand total.
Example: Find .
- Restrict to the "Boy" row: total .
- Favourable outcome within that row: Boys who walk .
Common Misconception: Using the grand total () as the denominator for a conditional probability instead of the row/column total named in the condition. "Given that" always shrinks the sample space to the stated subgroup first.
05 — Explanation
How should I write my final probability answer?
As a fraction, decimal, or percentage — simplified where possible. Writing "72 out of 135" or a ratio like "72:135" is not accepted as a probability.
06 — Explanation
How does a two-way table relate to a frequency tree?
They display the exact same information in different layouts — every terminal node of a frequency tree corresponds to one joint-frequency cell in a two-way table. If a question's wording is easier to follow sequentially (first split by one category, then by the second), build a frequency tree first and transfer the results into the table afterwards; if the categories are better understood as a grid from the outset, go straight to the table.
Exam Tip: Whichever representation the question provides, you can always redraw it as the other — if you're stuck interpreting a table, sketching the equivalent tree sometimes makes a conditional probability click into place.
07 — Worked example
Worked Example
students were asked if they play an instrument. are girls; students in total play an instrument; boys do not play an instrument. Find .
- Boys total: .
- Boys who play: .