👉 Roule's theorem is a fundamental result in probability theory that states that any continuous random variable with finite variance has a mean of zero and a variance equal to its standard deviation squared. This theorem was proved by Jean-Baptiste Joseph Fourier in 1822, as an extension of the central limit theorem, which applies to discrete distributions like Bernoulli or binomial variables.
