Residual Analysis for Spatial Point Processes (with Discussion)
Residual Analysis for Spatial Point Processes (with Discussion)
Summary We define residuals for point process models fitted to spatial point pattern data, and we propose diagnostic plots based on them. The residuals apply to any point process model that has a conditional intensity; the model may exhibit spatial heterogeneity, interpoint interaction and dependence on spatial covariates. Some existing …