Spherical Symmetry

Spherical symmetry of a scalar function on about a point means that the function depends only on the Euclidean distance . Equivalently, it is invariant under every orthogonal transformation about . A probability distribution is spherically symmetric when all such orthogonal transformations leave the probability distribution unchanged.

For a differentiable function with spherical symmetry away from , its gradient is radial,