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Updated: Aug 15, 2026

Trajectory Data Analyses for Pedestrian Space-time Activity Study
Published on: February 25, 2013
Second-order analysis of space-time clustering
P J Diggle1, A G Chetwynd, R Häggkvist
1Department of Mathematics and Statistics, Lancaster University, UK.
Abstract:
We consider the problem of detecting and describing space-time interaction in point process data. We extend existing second-order methods for purely spatial point process data to the spatial-temporal setting. This extension allows us to estimate space-time interaction as a function of spatial and temporal separation, and provides a useful reinterpretation of a popular test, due to Knox, for space-time interaction. Applications to simulated and real data indicate the method's potential.
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