spatstat.explore
Exploratory Data Analysis for the 'spatstat' Family
Functionality for exploratory data analysis and nonparametric analysis of spatial data, mainly spatial point patterns, in the 'spatstat' family of packages. (Excludes analysis of spatial data on a linear network, which is covered by the separate package 'spatstat.linnet'.) Methods include quadrat counts, K-functions and their simulation envelopes, nearest neighbour distance and empty space statistics, Fry plots, pair correlation function, kernel smoothed intensity, relative risk estimation with cross-validated bandwidth selection, mark correlation functions, segregation indices, mark dependence diagnostics, and kernel estimates of covariate effects. Formal hypothesis tests of random pattern (chi-squared, Kolmogorov-Smirnov, Monte Carlo, Diggle-Cressie-Loosmore-Ford, Dao-Genton, two-stage Monte Carlo) and tests for covariate effects (Cox-Berman-Waller-Lawson, Kolmogorov-Smirnov, ANOVA) are also supported.
- Version3.5-3
- R versionR (≥ 3.5.0)
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?Yes
- spatstat.explore citation info
- Last release09/22/2025
Documentation
Team
Adrian Baddeley
MaintainerShow author detailsSuman Rakshit
Show author detailsRolesContributor, Copyright holderRobin K Milne
Show author detailsRolesCopyright holderTuomas Rajala
Show author detailsRolesContributorAbdollah Jalilian
Show author detailsRolesContributorKasper Klitgaard Berthelsen
Show author detailsRolesContributorFrederic Lavancier
Show author detailsRolesContributorKassel Hingee
Show author detailsRolesContributor, Copyright holderYongtao Guan
Show author detailsRolesContributorDominic Schuhmacher
Show author detailsRolesContributorWarick Brown
Show author detailsRolesCopyright holderMarie-Colette van Lieshout
Show author detailsRolesContributor, Copyright holderRasmus Plenge Waagepetersen
Show author detailsRolesContributorJulian Gilbey
Show author detailsRolesContributorEge Rubak
Ute Hahn
Show author detailsRolesContributorJean-Francois Coeurjolly
Show author detailsRolesContributorJonatan Gonzalez
Show author detailsRolesContributorRolf Turner
Tilman Davies
Show author detailsRolesContributor, Copyright holderMartin Hazelton
Show author detailsRolesContributorYa-Mei Chang
Show author detailsRolesContributorAchmad Choiruddin
Show author detailsRolesContributorTingting Zhan
Show author detailsRolesContributorGreg McSwiggan
Show author detailsRolesContributorOttmar Cronie
Show author detailsRolesContributorHangsheng Wang
Show author detailsRolesContributor
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Dependencies
- Depends5 packages
- Imports5 packages
- Suggests8 packages
- Reverse Depends8 packages
- Reverse Imports33 packages
- Reverse Suggests6 packages