A second-rank Cartesian tensor invariant under every proper rotation matrix is a scalar multiple of the Kronecker delta. Half-turns about the coordinate axes kill its off-diagonal entries, and quarter-turns make its diagonal entries equal. A tensor of the form is an outer product with matrix rank at most one, so it is isotropic in three dimensions only when it vanishes, equivalently when or .
Here is the volume of the unit ball in -dimensional Euclidean space. Rotational symmetry makes the integral an isotropic second-rank tensor . Taking its trace gives . This proves the formula. For a constant matrix , contraction gives . In three dimensions the coefficient is .

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  1. Isotropic tensor
  2. Tensor
  3. Multilinear algebra
  4. Linear algebra
  5. Algebra
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