Estimating heavy-tail exponents through max self-similarity

Stilian A. Stoev, George Michailidis, Murad S. Taqqu

In this paper, a novel approach to the problem of estimating the heavy-tail exponent alpha>0 of a distribution is proposed. It is based on the fact that block-maxima of size m of t…