Modelling Persistence Diagrams with Planar Point Processes, and Revealing Topology with Bagplots

Robert J Adler, Sarit Agami

We introduce a new model for planar point point processes, with the aim of capturing the structure of point interaction and spread in persistence diagrams. Persistence diagrams the…