Question

Why does chebyshev's theorem contradict the empircal rule for statistics

Answer 1

Chebychev's inequality applies to every distribution. It provides an upper bound to the probability of deviations beyond standard deviations. The emprical rule is a rule of thumb for distributions that are not too far from normal.

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