Cauchy distribution
Because the parameters of the Cauchy distribution do not correspond to a mean and variance, attempting to estimate the parameters of the Cauchy distribution by using a sample mean and a sample variance will not succeed. For example, if an i.i.d. sample of size "n" is taken from a Cauchy distribution, one may calculate the sample mean as: