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.

Version: 3.3-1
Depends: R (≥ 3.5.0), (≥ 3.0-4), spatstat.univar (≥ 3.0-0), spatstat.geom (≥ 3.3-0), spatstat.random (≥ 3.3-0), stats, graphics, grDevices, utils, methods, nlme
Imports: spatstat.utils (≥ 3.0-5), spatstat.sparse (≥ 3.1-0), goftest (≥ 1.2-2), Matrix, abind
Suggests: sm, gsl, locfit, spatial, fftwtools (≥ 0.9-8), spatstat.linnet (≥ 3.1-5), spatstat.model (≥ 3.2-11), spatstat (≥ 3.0-8)
Published: 2024-07-15
DOI: 10.32614/CRAN.package.spatstat.explore
Author: Adrian Baddeley ORCID iD [aut, cre, cph], Rolf Turner ORCID iD [aut, cph], Ege Rubak ORCID iD [aut, cph], Kasper Klitgaard Berthelsen [ctb], Warick Brown [cph], Achmad Choiruddin [ctb], Jean-Francois Coeurjolly [ctb], Ottmar Cronie [ctb], Tilman Davies [ctb, cph], Julian Gilbey [ctb], Jonatan Gonzalez [ctb], Yongtao Guan [ctb], Ute Hahn [ctb], Kassel Hingee [ctb, cph], Abdollah Jalilian [ctb], Frederic Lavancier [ctb], Marie-Colette van Lieshout [ctb, cph], Greg McSwiggan [ctb], Robin K Milne [cph], Tuomas Rajala [ctb], Suman Rakshit [ctb, cph], Dominic Schuhmacher [ctb], Rasmus Plenge Waagepetersen [ctb], Hangsheng Wang [ctb]
Maintainer: Adrian Baddeley <Adrian.Baddeley at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Citation: spatstat.explore citation info
Materials: NEWS
CRAN checks: spatstat.explore results


Reference manual: spatstat.explore.pdf


Package source: spatstat.explore_3.3-1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): spatstat.explore_3.3-1.tgz, r-oldrel (arm64): spatstat.explore_3.3-1.tgz, r-release (x86_64): spatstat.explore_3.3-1.tgz, r-oldrel (x86_64): spatstat.explore_3.3-1.tgz
Old sources: spatstat.explore archive

Reverse dependencies:

Reverse depends: dbmss, globalKinhom, spatstat, spatstat.gui, spatstat.Knet, spatstat.linnet, spatstat.local, spatstat.model
Reverse imports: ecespa, ETAS, ForestGapR, funkycells, geocausal, highriskzone, idar, lacunaritycovariance, lgcp, lisaClust, mxfda, NTSS, onpoint, ppmlasso, rcarbon, replicatedpp2w, scFeatures, scider, selectspm, Seurat, shar, smacpod, SpaceMarkers, sparr, spatialTIME, spatsurv, SPIAT, spicyR, SPUTNIK, Statial, stlnpp, stopp, stpp, TCIU, tectonicr, trip, ttbary
Reverse suggests: GET, nipalsMCIA, spatialEco,, spatstat.geom, spatstat.random, trajectories


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