"And yet a Pareto distribution still has a mean, and the sampling distribution of that mean is approximately normally distributed." This is often wrong. The ce

"And yet a Pareto distribution still has a mean, and the sampling distribution of that mean is approximately normally distributed." This is often wrong. The central limit theorem requires finite variance and some (yet common) Pareto distributions have infinite variance.