The Berry–Esseen theorem is a result in probability theory that provides an estimate of the convergence rate of the distribution of a sum of independent random variables to a normal distribution. Specifically, it quantifies how closely the distribution of the standardized sum of independent random variables approaches the normal distribution as the number of variables increases.