Spatial-Temporal Point Process

A spatial-temporal point process is a point process which models data that is localized at a discrete set of locations in both space and time. In particular, a spatial-temporal point process is a random collection of points where each point represents the time and location of an event.

Spatial-temporal point processes are sometimes called spatiotemporal point processes, spatio-temporal point processes, or space-time point processes.

REFERENCES:

Brillinger, D. R.; Guttorp, P. M.; and Schoenberg, F. P. "Point Processes, Spatial-Temporal." Encyclopedia of Environments 3, 1573-1577, 2002.

Paninski, L. "Chapter 2: Introduction to Point Processes." 2013. https://www.stat.columbia.edu/~liam/teaching/neurostat-fall13/uri-eden-point-process-notes.pdf.