Contract an isotropic tensor with the Kronecker delta or the Levi-Civita symbol, using invariance under proper rotations. The three displayed contractions have ranks one, two and three. The only isotropic vector is zero; an isotropic second-rank tensor is a scalar delta, and an isotropic third-rank tensor is a scalar epsilon. For , direct contraction gives and .
The tensor contraction is an isotropic third-rank tensor under proper rotations. It therefore equals . Cyclically permuting three indices is even, so and .
For the given Kronecker delta expression, the term vanishes by antisymmetry, while the and terms give respectively and . Hence
These computations also illustrate isotropic contractions of a fourth-rank tensor.
Use the right-handed rotation matrix which sends the positive direction to the positive direction:
The Cartesian second-rank tensor transformation law gives
Here isotropic tensor means invariant under every proper rotation, as is needed for the rank-three assertion involving the Levi-Civita symbol. A passive coordinate rotation through the same angle uses instead; the invariance conclusions are identical.
Setting forces , , and . No symmetry assumption on has been made: it now has the form
Invariance under a right-handed quarter-turn about the axis next gives and , hence and . Conversely for every orthogonal matrix. The general isotropic second-rank tensor is therefore .
An isotropic vector must be fixed by the half-turn about the axis, so its first two components vanish. The half-turn about the axis then forces its third component to vanish. Thus the only isotropic vector is zero. The general isotropic third-rank tensor under proper rotations is . If invariance under the whole orthogonal group were required of an ordinary rank-three tensor, inversion would send to , forcing instead.
Here isotropic tensors are invariant under proper rotation matrices, and . The isotropic second-rank tensor and isotropic third-rank tensor forms in three dimensions are
with scalar coefficients . One can see completeness directly. A half-turn about each coordinate axis kills every off-diagonal component of a rank-two tensor, and quarter-turns make its three diagonal components equal. For rank three, the half-turns require that each coordinate label occur an odd number of times in a nonzero component. Thus only permutations of survive. Quarter-turns interchange two labels while reversing one sign, forcing the surviving components to alternate with the parity of a permutation. This gives a multiple of the Levi-Civita symbol.
The tensor transformation law verifies invariance of these forms:
The first equality uses orthogonality and the second uses the determinant formula. If reflections were also required while using the ordinary tensor transformation law, the rank-three coefficient would have to vanish. The proper-rotation convention is the one under which is an isotropic tensor.
The ball is unchanged by any rotation matrix, and rotating coordinates has Jacobian determinant one. Thus changing variables gives
These moments are therefore isotropic tensor integrals. For the Cartesian moments of a three-dimensional ball, the second moment is . Taking its tensor contraction gives
The third moment vanishes: preserves the ball and changes the sign of its integrand. Equivalently, its symmetry under index interchange excludes a nonzero multiple of the antisymmetric Levi-Civita symbol.
The fourth moment is symmetric under every permutation of its four indices. The general rank-four isotropic tensor form consequently has equal coefficients, yielding
For example, comparing shows that the three coefficients agree. Contracting and gives
Finally the vector triple product identity gives . The first term integrates to and the second to , using the second moment. Hence