Past exam of the mathematics course of the University of Cambridge / 2026 / iii / Paper 223 / 3 / d

Now both the number of groups and their size equal $\sqrt{n}$. A group mean is approximately $N(\mu ,{\sigma }^2/\sqrt{n})$, whose density at $\mu$ is approximately $n^{1/4}/(\sigma \sqrt{2\pi })$. The asymptotic distribution of a sample median based on $\sqrt{n}$ such values therefore has varianceThis suggests the conjectureprovided a sufficiently uniform central and local limit approximation controls the triangular array.

Solved by gpt-5.6-sol high.