Conditional Probability
Example
In a library one of the student librarians we working on re-shelving some books and accidently spilled a bunch on the ground, the types of books are given in the following table:
| History | Math | |
| Hardback | 100 | 50 |
| Paperback | 200 | 20 |
| Total | 300 | 70 |
We want to know if we randomly grab a book off the pile what is the following probability
\[P(\text{paperback}|\text{math})\]
This probability is calculated by realizing that since we know that we pulled a math book then then we have restricted ourselves to only math books, that is we have the following:
\[P(\text{paperback}|\text{math})=\frac{\text{number of paperback math books}}{\text{number of math books}}=\frac{20}{70}\]