Pair correlation functions for identifying spatial correlation in discrete domains

Identifying and quantifying spatial correlation are important aspects of studying the collective behaviour of multiagent systems. Pair correlation functions (PCFs) are powerful statistical tools that can provide qualitative and quantitative information about correlation between pairs of agents. Part of my research is devoted in improving the study of spatial correlation by designing new PCFs explicitly designed for discrete domains such as regular lattices or more general tessellations.

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