Hellinger distance

For distributions $P$ and $Q$ with densities $p$ and $q$, the Hellinger distance is

$$H(P\Vert Q)={\left(\int (\sqrt{p(x)}-\sqrt{q(x)})\text{d}x\right)}^{1/2}.$$