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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: | 3.3-3 |
Depends: | R (≥ 3.5.0), spatstat.data (≥ 3.1-2), spatstat.univar (≥ 3.0-0), spatstat.geom (≥ 3.3-2), spatstat.random (≥ 3.3-1), stats, graphics, grDevices, utils, methods, nlme |
Imports: | spatstat.utils (≥ 3.1-0), spatstat.sparse (≥ 3.1-0), goftest (≥ 1.2-2), Matrix, abind |
Suggests: | sm, gsl, locfit, spatial, fftwtools (≥ 0.9-8), spatstat.linnet (≥ 3.2-1), spatstat.model (≥ 3.3-1), spatstat (≥ 3.1-1) |
Published: | 2024-10-22 |
DOI: | 10.32614/CRAN.package.spatstat.explore |
Author: | Adrian Baddeley [aut, cre, cph], Rolf Turner [aut, cph], Ege Rubak [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 curtin.edu.au> |
BugReports: | https://github.com/spatstat/spatstat.explore/issues |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
URL: | http://spatstat.org/ |
NeedsCompilation: | yes |
Citation: | spatstat.explore citation info |
Materials: | NEWS |
CRAN checks: | spatstat.explore results |
Reference manual: | spatstat.explore.pdf |
Package source: | spatstat.explore_3.3-3.tar.gz |
Windows binaries: | r-devel: spatstat.explore_3.3-3.zip, r-release: spatstat.explore_3.3-3.zip, r-oldrel: spatstat.explore_3.3-3.zip |
macOS binaries: | r-release (arm64): spatstat.explore_3.3-3.tgz, r-oldrel (arm64): spatstat.explore_3.3-3.tgz, r-release (x86_64): spatstat.explore_3.3-3.tgz, r-oldrel (x86_64): spatstat.explore_3.3-3.tgz |
Old sources: | spatstat.explore archive |
Reverse depends: | dbmss, globalKinhom, spatstat, spatstat.gui, spatstat.Knet, spatstat.linnet, spatstat.local, spatstat.model |
Reverse imports: | ecespa, ETAS, ForestGapR, funkycells, geocausal, highriskzone, idar, IDSpatialStats, kernstadapt, 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.data, spatstat.geom, spatstat.random, trajectories |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.