A limit theorem for persistence diagrams of random filtered complexes built over marked point processes

Abstract

Random filtered complexes built over marked point processes on Euclidean spaces are considered. Examples of these filtered complexes include a filtration of $\check{\text{C}}$ech complexes of a family of sets with various sizes, growths, and shapes. The law of large numbers for persistence diagrams is established as the size of the convex window observing a marked point process tends to infinity.

Keywords

• Marked point process
• persistence diagram
• persistent Betti number
• random topology