From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features

Juliette Murris, Bernadette Stolz, Karsten Borgwardt

Persistence diagrams are common representations in topological data analysis, but they do not naturally live in a vector space, and the statistical tools developed for comparing th…