The Cauchy distribution is a continuous probability distribution that has heavy tails and is characterized by its peak at a central location with undefined mean and variance. Unlike other distributions, the Cauchy distribution does not have a moment-generating function, which makes it unique and often problematic in statistical analysis. Its peculiar properties lead to interesting behavior in sample means and sums, which are not normally applicable to many other distributions.