are estimators of the mean E(X) and of the variance of the estimator . The quotient
is described by Student's distribution (also called the t-distribution) with f=N-1 degrees of freedom. Its probability density is
where denotes Euler's gamma function. The t-distribution has the properties
For it approaches the standard normal distribution.