Computational Details

The statistic

$$\frac{\overline{x}-\mu}{s/\sqrt{n}}$$

has a $t$ -distribution when the data are normally distributed, and an approximately $t$ -distribution when the data are not normally distributed but the sample size is large enough that the central limit theorem applies $(n\geq30)$ .