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spatial segregation, or interaction, summaries for multitype point patterns

Emphasis on multi-type, more than 2.

This is a reboot of the old spatialsegregation package originally conceived 2008. It doesn't have all the functionality yet, at the moment we have

  • (inhomogeneous) cross-type nearest neighbour cdf
  • (inhomogeneous) ISAR
  • Intensity estimation with automatic bandwidth selection
  • Dixon's test

To install the vignette that demonstrates how to compute ISAR's install the package using

Planned features:

  • Spatial versions of Simpson and Shannon indices
  • Mingling index
  • Mean composite information
  • Models for hypothesis testing:
    • inhomogeneous random superposition
    • inhomogeneous random marking
    • Product shot noise Cox process
library(devtools)
install_github('antiphon/sseg', build_vignettes = TRUE)

and then

library(sseg)
vignette("ISAR")