Jacob Bernoulli, Binomial Distribution, Probability, Central Limit Theorem, Deep Dives.
have been crushingly unlucky to be saddled with a sample with a big error in its mean. But if you gathered a group of very large sized random samples and another group of small sized random samples, and you compared the fraction of the large sized samples in which the mean did not overshoot the