Note on the Approximation of the Conditional Intensity of Non-stationary Cluster Point Processes

Abstract

In this note we consider non-stationary cluster point processes and we derive their local intensity, i.e. the intensity of the process given the locations of one or more events of the process. We then provide some approximations of this local intensity.

Keywords

• conditional intensity
• neyman-scott process
• point process