Testing goodness of fit for point processes via topological data analysis

Christophe Ange Napoléon Biscio, Nicolas Chenavier, Christian Hirsch +1

We introduce tests for the goodness of fit of point patterns via methods from topological data analysis. More precisely, the persistent Betti numbers give rise to a bivariate funct…