K-Contact Distance for Noisy Nonhomogeneous Spatial Point Data with
application to Repeating Fast Radio Burst sources
K-Contact Distance for Noisy Nonhomogeneous Spatial Point Data with
application to Repeating Fast Radio Burst sources
This paper introduces an approach to analyze nonhomogeneous Poisson processes (NHPP) observed with noise, focusing on previously unstudied second-order characteristics of the noisy process. Utilizing a hierarchical Bayesian model with noisy data, we estimate hyperparameters governing a physically motivated NHPP intensity. Simulation studies demonstrate the reliability of this methodology in …