The Central Limit Theorem: A Universal Law
Students often mistake the CLT as a statement that the population becomes Normal as increases. Crucially, the population distribution remains unchanged; it is only the sampling distribution of the mean that converges to Normality. Additionally, the theorem requires the variance to be finite.
Institutional Reference: Statistical Inference I
View Full Proof →