Statistical methods: Bootstrap, sliding‑window and statistical tests
Date:
Workshop done at the 2024 TITANs Annual Meeting presenting how to use bootstrap to test biases on data, how to use a sliding-window algorithm to search trough specific regions of data, the use of the Kolmogórov-Smirnov test applied to astronomy and the combination of all methods fo find statiscally strong results while not worrying about biases in data or sample-size problems. The notebook used for the workshop is available here.