Testing goodness of fit for point processes via topological data
analysis

Testing goodness of fit for point processes via topological data analysis

18 June 2019

Nicolas Chenavier

Christian Hirsch

ArXiv (abs)PDF HTML

Papers citing "Testing goodness of fit for point processes via topological data analysis"

14 / 14 papers shown

Title
Goodness-of-fit via Count Statistics in Dense Random Simplicial Complexes Tadas Temvcinas Vidit Nanda Gesine Reinert 35 0 0 25 Sep 2023
A functional central limit theorem for the K-function with an estimated intensity function A. Svane C. Biscio R. Waagepetersen 27 0 0 22 Sep 2023
Euler Characteristic Tools For Topological Data Analysis Olympio Hacquard Vadim Lebovici 92 12 0 24 Mar 2023
Statistical learning on measures: an application to persistence diagrams Olympio Hacquard Gilles Blanchard Clément Levrard 134 3 0 15 Mar 2023
Testing Homological Equivalence Using Betti Numbers Satish Kumar S. Dhar 49 0 0 25 Nov 2022
Topology-Driven Goodness-of-Fit Tests in Arbitrary Dimensions Paweł Dłotko Niklas Hellmer Lukasz Stettner R. Topolnicki 74 4 0 25 Oct 2022
Topology-based goodness-of-fit tests for sliced spatial data A. Cipriani Christian Hirsch Martina Vittorietti 34 3 0 11 Jan 2022
A functional central limit theorem for the empirical Ripley's K-function C. Biscio A. Svane 25 4 0 28 Sep 2021
On the consistency and asymptotic normality of multiparameter persistent Betti numbers M. B. Botnan Christian Hirsch 48 10 0 12 Sep 2021
Statistical learning and cross-validation for point processes O. Cronie Mehdi Moradi C. Biscio 3DPC 21 5 0 01 Mar 2021
On approximation theorems for the Euler characteristic with applications to the bootstrap Johannes T. N. Krebs Benjamin Roycraft W. Polonik 81 8 0 15 May 2020
Bootstrapping Persistent Betti Numbers and Other Stabilizing Statistics Benjamin Roycraft Johannes T. N. Krebs W. Polonik 56 6 0 04 May 2020
Functional central limit theorems for persistent Betti numbers on cylindrical networks Johannes T. N. Krebs Christian Hirsch 55 16 0 30 Mar 2020
On the Limits of Topological Data Analysis for Statistical Inference Siddharth Vishwanath Kenji Fukumizu S. Kuriki Bharath K. Sriperumbudur 45 5 0 01 Jan 2020