findthetail

Package implementing the tail detection method detaild in the paper https://arxiv.org/abs/1805.10040.


Keywords
extreme, value, statistics, tail, detection
License
MIT
Install
pip install findthetail==1.1.0

Documentation

FindTheTail

Find The Tail is a procedure that is able to separate a given data set into subsets which belong to the body or the tail of an unknown underlying parent distribution. The data belonging to the tail are used to fit a generalized Pareto distribution as tail model.

Documentation

The Documentation can be found here

Requirements

- numpy
- scipy
- jinja2
- matplotlib

Installing

pip install findthetail