Spherical Symmetry

A scalar function on has spherical symmetry about a point if it depends only on the Euclidean distance . Equivalently, it is invariant under every rotation fixing . A probability distribution is spherically symmetric when all such rotations leave its distribution unchanged.

For a differentiable spherically symmetric function away from , its gradient is radial,