Maxwell's theorem

In probability theory, Maxwell's theorem (known also as Herschel-Maxwell's theorem and Herschel-Maxwell's derivation) states that if the probability distribution of a random vector in ${\displaystyle \mathbb {R} ^{n}}$ is unchanged by rotations, and if the components are independent, then the components are identically distributed and normally distributed.