Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams

Joshua Lee Mike, Vasileios Maroulas

We introduce a nonparametric way to estimate the global probability density function for a random persistence diagram. Precisely, a kernel density function centered at a given pers…