CFE 2019: Start Registration
View Submission - CMStatistics
Title: Determinantal point processes and their usefulness in spatial statistics Authors:  Jesper Moeller - Aalborg University (Denmark) [presenting]
Abstract: The purpose is to discuss how the appealing properties of determinantal point processes (DPPs) can be used for constructing statistical models and methods, exploiting that the likelihood and moment expressions can be evaluated and realizations can be simulated in a simple way where freely available software have been developed for DPPs in space or on the sphere. We pay particular attention to DPPs in space, and we also discuss to what extent DPPs are useful for the description of repulsiveness.