Residual analysis for spatial point processes

@inproceedings{Baddeley2004ResidualAF,
  title={Residual analysis for spatial point processes},
  author={Adrian J. Baddeley and Rolf Turner and Jesper M\oller and Mike Hazelton},
  year={2004}
}
We define residuals for point process models fitted to spatial point pattern data, and propose diagnostic plots based on these residuals. The techniques apply to any Gibbs point process model, which may exhibit spatial heterogeneity, interpoint interaction and dependence on spatial covariates. Our residuals generalise the well-known residuals for point processes in time, used in signal processing and survival analysis. An important difference is that the conditional intensity or hazard rate of… CONTINUE READING
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