Definition 5.6.1. Conversion to Standard Units.
Any distribution variable can be converted to “standard units” using the linear translation
\begin{equation*}
\displaystyle z = \frac{x-\mu}{\sigma}.
\end{equation*}
In doing so, values of z will always represent the number of standard deviations x is from the mean and will provide “dimensionless” comparisons.