Convergence, Probability, Cumulative Distribution, Statistics, Editors Pick.
to a target variable. But the mean of a random sample does converge in distribution. To be precise, the CDF of the standardized sample mean is guaranteed to converge to the CDF of the standard normal random variable N(0, 1). This iron-clad guarantee is supplied by the Central Limit Theorem. In