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spatstat.explore  

Exploratory Data Analysis for the 'spatstat' Family
View on CRAN: Click here


Download and install spatstat.explore package within the R console
Install from CRAN:
install.packages("spatstat.explore")

Install from Github:
library("remotes")
install_github("cran/spatstat.explore")

Install by package version:
library("remotes")
install_version("spatstat.explore", "3.7-0")



Attach the package and use:
library("spatstat.explore")
Maintained by
Adrian Baddeley
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-11-04
Latest Update: 2025-07-22
Description:
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.
How to cite:
Adrian Baddeley (2022). spatstat.explore: Exploratory Data Analysis for the 'spatstat' Family. R package version 3.7-0, https://cran.r-project.org/web/packages/spatstat.explore. Accessed 05 Mar. 2026.
Previous versions and publish date:
3.0-3 (2022-11-04 16:30), 3.0-5 (2022-11-10 18:00), 3.0-6 (2023-01-26 23:00), 3.1-0 (2023-03-14 04:50), 3.2-1 (2023-05-13 09:20), 3.2-3 (2023-09-07 07:00), 3.2-5 (2023-10-22 23:40), 3.2-6 (2024-02-01 08:10), 3.2-7 (2024-03-21 06:40), 3.3-1 (2024-07-15 21:11), 3.3-2 (2024-08-21 12:20), 3.3-3 (2024-10-22 09:50), 3.3-4 (2025-01-08 12:00), 3.4-2 (2025-03-21 14:20), 3.4-3 (2025-05-21 14:30), 3.5-2 (2025-07-22 06:40), 3.5-3 (2025-09-22 07:10), 3.6-0 (2025-11-22 08:30)
Other packages that cited spatstat.explore R package
View spatstat.explore citation profile
Other R packages that spatstat.explore depends, imports, suggests or enhances
Complete documentation for spatstat.explore
Functions, R codes and Examples using the spatstat.explore R package
Some associated functions: CDF . Emark . Extract.fasp . Extract.fv . Extract.ssf . F3est . Fest . Finhom . FmultiInhom . G3est . Gcross.inhom . Gcross . Gdot.inhom . Gdot . Gest . Gfox . Ginhom . Gmulti . GmultiInhom . Hest . Iest . Jcross.inhom . Jcross . Jdot.inhom . Jdot . Jest . Jinhom . Jmulti.inhom . Jmulti . K3est . Kcross.inhom . Kcross . Kdot.inhom . Kdot . Kest.fft . Kest . Kinhom . Kmark . Kmeasure . Kmulti.inhom . Kmulti . Kscaled . Ksector . Lcross.inhom . Lcross . Ldot.inhom . Ldot . Lest . Linhom . Math.fasp . Math.fv . PPversion . Smooth.fv . Smooth . Smooth.ppp . Smooth.ssf . Smoothfun.ppp . SpatialMedian.ppp . SpatialQuantile . SpatialQuantile.ppp . Tstat . Window.quadrattest . adaptive.density . allstats . alltypes . as.data.frame.envelope . as.function.fv . as.function.rhohat . as.fv . as.owin.quadrattest . as.tess . auc . berman.test . bind.fv . bits.envelope . bits.test . blur . boyce . bw.CvL.adaptive . bw.CvL . bw.CvLHeat . bw.abram . bw.abram.ppp . bw.diggle . bw.frac . bw.optimject . bw.pcf . bw.ppl . bw.pplHeat . bw.relrisk . bw.scott . bw.smoothppp . bw.stoyan . cdf.test . circdensity . clarkevans . clarkevans.test . clusterset . collapse.fv . compatible.fasp . compatible.fv . compileCDF . compileK . cov.im . dclf.progress . dclf.sigtrace . dclf.test . density.ppp . density.psp . density.splitppp . densityAdaptiveKernel . densityAdaptiveKernel.splitppp . densityHeat . densityHeat.ppp . densityVoronoi . densityfun . deriv.fv . dg.envelope . dg.progress . dg.sigtrace . dg.test . dimhat . distcdf . dkernel . domain.quadrattest . edge.Ripley . edge.Trans . envelope.envelope . envelope . envelope.pp3 . envelopeArray . eval.fasp . eval.fv . faspject . formula.fv . fryplot . fv . fvject . fvnames . harmonise.fv . hopskel . hotbox . idw . increment.fv . integral.fv . kaplan.meier . kernel.factor . kernel.moment . kernel.squint . km.rs . laslett . localK . localKcross.inhom . localKcross . localKdot . localKinhom . localpcf . lohboot . markconnect . markcorr . markcrosscorr . markmarkscatter . marktable . markvario . methods.rho2hat . methods.rhohat . methods.ssf . miplot . nnclean . nncorr . nndensity . nnorient . pairMean . pairorient . pairs.im . panel.contour . pcf.fasp . pcf.fv . pcf . pcf.ppp . pcf3est . pcfcross.inhom . pcfcross . pcfdot.inhom . pcfdot . pcfinhom . pcfmulti . plot.bermantest . plot.cdftest . plot.envelope . plot.fasp . plot.fv . plot.laslett . plot.quadrattest . plot.scan.test . plot.ssf . plot.studpermutest . pool.anylist . pool.envelope . pool.fasp . pool.fv . pool . pool.quadrattest . pool.rat . quadrat.test . quadrat.test.splitppp . quantile.density . radcumint . rat . rectcontact . reduced.sample . reload.or.compute . relrisk . relrisk.ppp . rho2hat . rhohat . roc . rose . rotmean . scan.test . scanLRTS . sdr . sdrPredict . segregation.test . sharpen . spatcov . spatialcdf . spatstat.explore-deprecated . spatstat.explore-internal . spatstat.explore-package . ssf . stieltjes . stienen . studpermu.test . subspaceDistance . thresholdCI . thresholdSelect . transect.im . varblock . with.fv . with.ssf . 
Some associated R codes: FGmultiInhom.R . Fest.R . First.R . GJfox.R . Gest.R . Gmulti.R . Hest.R . Iest.R . Jest.R . Jinhom.R . Jmulti.R . Jmulti.inhom.R . Kest.R . Kinhom.R . Kmeasure.R . Kmulti.R . Kmulti.inhom.R . Kscaled.R . Ksector.R . Math.fasp.R . Math.fv.R . Tstat.R . adaptive.density.R . allstats.R . alltypes.R . auc.R . bermantest.R . blur.R . boyce.R . bw.CvL.R . bw.CvL.adaptive.R . bw.CvLHeat.R . bw.abram.R . bw.diggle.R . bw.frac.R . bw.optim.R . bw.pcf.R . bw.ppl.R . bw.pplHeat.R . bw.scott.R . cdftest.R . circdensity.R . clarkevans.R . clusterset.R . compileCDF.R . compileK.R . dclftest.R . density.ppp.R . density.psp.R . densityAdaptiveKernel.R . densityHeat.ppp.R . densityVoronoi.R . densityfun.R . derivfv.R . digestCovariates.R . distcdf.R . edgeRipley.R . edgeTrans.R . envelope.R . envelope3.R . envelopeArray.R . eval.fasp.R . eval.fv.R . evaluatecovariates.R . evidence.R . exactppm.R . fasp.R . fgk3.R . fryplot.R . fv.R . hasenvelope.R . hopskel.R . hotbox.R . idw.R . kernel2d.R . kernels.R . kmrs.R . laslett.R . localK.R . localKcross.R . localpcf.R . lohboot.R . markcorr.R . markmark.R . marktable.R . metriccontact.R . morisita.R . nnclean.R . nncorr.R . nndensity.R . nnorient.R . pairorient.R . pairs.im.R . pcf.R . pcfFromK.R . pcfinhom.R . pcfmulti.R . pcfmulti.inhom.R . plot.fasp.R . plot.fv.R . pool.R . ppqq.R . progressplots.R . quadrattest.R . quantiledensity.R . radcum.R . rat.R . relrisk.R . resolve.lambda.R . rho2hat.R . rhohat.R . rose.R . rotmean.R . scanstat.R . scriptUtils.R . sdr.R . segtest.R . sharpen.R . sigtrace.R . smooth.ppp.R . smoothfun.R . smoothfv.R . spatcov.R . spatialQuantile.R . spatialcdf.R . ssf.R . stieltjes.R . stienen.R . studpermutest.R . thresholding.R . transect.R . twostage.R . varblock.R . wtdclosepair.R .  Full spatstat.explore package functions and examples
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