English

Normalized centered moments of the Fr\'echet extreme-value distribution and inference of its parameter

Statistics Theory 2023-03-29 v1 Mathematical Physics math.MP Statistics Theory

Abstract

In the present work, we provide the general expression of the normalized centered moments of the Fr\'echet extreme-value distribution. In order to try to represent a set of data corresponding to rare events by a Fr\'echet distribution, it is important to be able to determine its characteristic parameter α\alpha. Such a parameter can be deduced from the variance (proportional to the square of the Full Width at Half Maximum) of the studied distribution. However, the corresponding equation requires a numerical resolution. We propose two simple estimates of α\alpha from the knowledge of the variance, based on the Laurent series of the Gamma function. The most accurate expression involves the Ap\'ery constant.

Keywords

Cite

@article{arxiv.2303.15572,
  title  = {Normalized centered moments of the Fr\'echet extreme-value distribution and inference of its parameter},
  author = {Jean-Christophe Pain},
  journal= {arXiv preprint arXiv:2303.15572},
  year   = {2023}
}