In statistics, a
sampling distribution or
finite-sample distribution is the
probability distribution of a given statistic based on a
random sample. Sampling distributions are important in statistics because they provide a major simplification en route to
statistical inference. More specifically, they allow analytical considerations to be based on the sampling distribution of a statistic, rather than on the
joint probability distribution of all the individual sample values.