Other packages > Find by keyword >

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 25 Jun. 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), 3.7-0 (2026-01-22 07:10), 3.8-0 (2026-03-22 12:00)
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
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA