In the heavy tail regions, the distribution is equivalent to the Student's t -distribution with a direct mapping between q and the degrees of freedom. A practitioner using one of these distributions can therefore parameterize the same distribution in two different ways. The choice of the q -Gaussian form may arise if the system is non-extensive, or if there is lack of a connection to small samples sizes.