In hypothesis testing, the $z$-statistic is typically used when the population standard deviation ($\sigma$) is known. The $z$-statistic is calculated using the formula:
\[ z = \frac{\bar{x} - \mu}{\sigma / \sqrt{n}} \]
where $\bar{x}$ is the sample mean, $\mu$ is
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