Monte Carlo-based tail exponent estimator

Abstract

We introduce a Monte Carlo-based method of estimation for the tail exponent. Our method is not sensitive to the choice of k and works well also on small samples.

The new estimator gives unbiased results with symmetrical con_dence intervals.

Keywords

• Hill estimator
• α-stable distributions
• tail exponent estimation