Theorem
Torus coverings preserve normalized averages
Pulling a smooth function back by a nonsingular integer torus map preserves its average.
Statement
If is a nonsingular integer matrix and , then
Both averages use probability normalization; no factor of occurs.
Fourier proof
A character pulls back to . Because is injective, its average vanishes for every , while the constant character is unchanged. The smooth Fourier series converges uniformly, so its integral is the sum of its termwise integrals. This proves the formula and, in particular, preservation of the zero-mean condition.