Spatial Regression for Marked Point Processes

@inproceedings{Ickstadt2008SpatialRF,
  title={Spatial Regression for Marked Point Processes},
  author={Katja Ickstadt and Robert L. Wolpert},
  year={2008}
}
In a wide range of applications, dependence on smoothly-var ing covariates leads spatial point count intensities to feature positive correlation for nearby loc ations. In applications where the points are “marked” with individual attributes, the distributions fo r points with varying attributes may also differ. We introduce a class of hierarchical spatial regression mod els for relating marked point process intensities to location-specific covariates and to individual-spe cific attributes, and… CONTINUE READING

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