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 BaddeleyMaintainerShow author details
- Suman RakshitShow author detailsRolesContributor, Copyright holder
- Robin K MilneShow author detailsRolesCopyright holder
- Tuomas RajalaShow author detailsRolesContributor
- Abdollah JalilianShow author detailsRolesContributor
- Kasper Klitgaard BerthelsenShow author detailsRolesContributor
- Frederic LavancierShow author detailsRolesContributor
- Kassel HingeeShow author detailsRolesContributor, Copyright holder
- Yongtao GuanShow author detailsRolesContributor
- Dominic SchuhmacherShow author detailsRolesContributor
- Warick BrownShow author detailsRolesCopyright holder
- Marie-Colette van LieshoutShow author detailsRolesContributor, Copyright holder
- Rasmus Plenge WaagepetersenShow author detailsRolesContributor
- Julian GilbeyShow author detailsRolesContributor
- Ege Rubak
- Ute HahnShow author detailsRolesContributor
- Jean-Francois CoeurjollyShow author detailsRolesContributor
- Jonatan GonzalezShow author detailsRolesContributor
- Rolf Turner
- Tilman DaviesShow author detailsRolesContributor, Copyright holder
- Martin HazeltonShow author detailsRolesContributor
- Ya-Mei ChangShow author detailsRolesContributor
- Achmad ChoiruddinShow author detailsRolesContributor
- Tingting ZhanShow author detailsRolesContributor
- Greg McSwigganShow author detailsRolesContributor
- Ottmar CronieShow author detailsRolesContributor
- Hangsheng WangShow author detailsRolesContributor
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Dependencies
- Depends5 packages
- Imports5 packages
- Suggests8 packages
- Reverse Depends8 packages
- Reverse Imports33 packages
- Reverse Suggests6 packages