This dialog is activated by selecting the **Normality Test (Shapiro-Wilk)...** command from the Statistics -> Descriptive Statistics -> menu.

The Shapiro-Wilk method can be used to test the null hypothesis that a data sample came from a normally distributed population. The Wikipedia article on the Shapiro-Wilk test makes for excellent reading on this topic.