Variability in a set of measurements is often explained by random sampling from some population or distribution and probability is used to describe the resulting randomness.

The normal and binomial distributions are the two most commonly used distributions in statistics. In particular, the sum and mean of a random sample have distributions that are close to normal if the sample size is large.