Package: globalKinhom 0.1.10

Thomas Shaw

globalKinhom: Inhomogeneous K- And Pair Correlation Functions Using Global Estimators

Second-order summary statistics K- and pair-correlation functions describe interactions in point pattern data. This package provides computations to estimate those statistics on inhomogeneous point processes, using the methods of in T Shaw, J Møller, R Waagepetersen, 2020 <doi:10.48550/arXiv.2004.00527>.

Authors:Thomas Shaw [aut, cre], Ege Rubak [ctb], Adrian Baddeley [ctb], Rolf Turner [ctb]

globalKinhom_0.1.10.tar.gz
globalKinhom_0.1.10.tar.gz(r-4.5-noble)globalKinhom_0.1.10.tar.gz(r-4.4-noble)
globalKinhom_0.1.10.tgz(r-4.4-emscripten)globalKinhom_0.1.10.tgz(r-4.3-emscripten)
globalKinhom.pdf |globalKinhom.html✨
globalKinhom/json (API)

# Install 'globalKinhom' in R:
install.packages('globalKinhom', repos = 'https://cloud.r-project.org')

Bug tracker:https://github.com/thomasrshaw/globalkinhom/issues

On CRAN:

Conda:

1.48 score 259 downloads 10 exports 15 dependencies

Last updated 14 days agofrom:9eba96d924. Checks:3 OK. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKMar 20 2025
R-4.5-linux-x86_64OKMar 20 2025
R-4.4-linux-x86_64OKMar 20 2025

Exports:expectedCrossPairsexpectedCrossPairs_isoexpectedPairsexpectedPairs_isoexpectedPairs_iso_kernlooexpectedPairs_kernlooKcross.globalKglobalpcfcross.globalpcfglobal

Dependencies:abinddeldirgoftestlatticeMatrixnlmepolyclipspatstat.dataspatstat.explorespatstat.geomspatstat.randomspatstat.sparsespatstat.univarspatstat.utilstensor

Citation

To cite package ‘globalKinhom’ in publications use:

Shaw T (2025). globalKinhom: Inhomogeneous K- And Pair Correlation Functions Using Global Estimators. R package version 0.1.10, https://CRAN.R-project.org/package=globalKinhom.

Corresponding BibTeX entry: 

  @Manual{,
    title = {globalKinhom: Inhomogeneous K- And Pair Correlation
      Functions Using Global Estimators},
    author = {Thomas Shaw},
    year = {2025},
    note = {R package version 0.1.10},
    url = {https://CRAN.R-project.org/package=globalKinhom},
  }

Readme and manuals

Help Manual

Help pageTopics
Inhomogeneous K- And Pair Correlation Functions Using Global EstimatorsglobalKinhom-package globalKinhom
Expected pairs in an inhomogeneous poisson processexpectedCrossPairs expectedCrossPairs_iso expectedPairs expectedPairs_iso expectedPairs_iso_kernloo expectedPairs_kernloo
(cross) K functions with a global intensity reweightingKcross.global Kglobal
(cross) pair correlation functions with a global intensity reweightingpcfcross.global pcfglobal