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Detection test tutorial

This document provides a reference to facilitate the implementation in python of the statistical tests highlighted in Ceau et al. 2019 (https://ui.adsabs.harvard.edu/abs/2019A%26A...630A.120C/abstract) with one particular "trick" mentionned in appendix E of Laugier 2020 PhD thesis (https://tel.archives-ouvertes.fr/tel-03052311). If you make use of it, please consider citing these documents as well as this tutorial.

Requirements:

The execution of this document requires the following libraries

  • numpy
  • scipy
  • matplotlib
  • tqdm
  • lmfit