Statistical hypothesis testing through TDA

Abstract

The excitement about the spectacular novel results in TDA comes with a caveat: new insights are often presented through plots that are visually compelling, but critically lack a solid statistical underpinning. After this tutorial, you will know what are the general steps for setting up a TDA-based statistical test, and how to determine which test statistic is most suitable for your specific needs.

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