In this paper we prove that it is sufficient to use Pareto distribution to approximate the tail of a slowly varying heavy-tailed distribution. Several applications of the results are considered.

Let $X_{t},\ t\dot{\in }Z^{m}$, be a Markov random field assuming values in RM. Let In be a rectangular box in Zm with its center at 0 and corner points with ...