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.

Reference manual

install.packages("spatstat.explore")

3.8-3 by Adrian Baddeley, 18 days ago

http://spatstat.org/

Report a bug at https://github.com/spatstat/spatstat.explore/issues

Browse source code at https://github.com/cran/spatstat.explore

Authors: Adrian Baddeley [aut, cre, cph] (ORCID: , Rolf Turner [aut, cph] , Ege Rubak [aut, cph] , Kasper Klitgaard Berthelsen [ctb] , Warick Brown [cph] , Achmad Choiruddin [ctb] , Ya-Mei Chang [ctb] , Jean-Francois Coeurjolly [ctb] , Lucia Cobo Sanchez [ctb, cph] , Ottmar Cronie [ctb] , Tilman Davies [ctb, cph] , Julian Gilbey [ctb] , Jonatan Gonzalez [ctb] , Yongtao Guan [ctb] , Ute Hahn [ctb] , Martin Hazelton [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] , Tingting Zhan [ctb]

Documentation: PDF Manual

GPL (>= 2) license

Imports spatstat.utils, spatstat.sparse, goftest, Matrix, abind

Depends on spatstat.data, spatstat.univar, spatstat.geom, spatstat.random, stats, graphics, grDevices, utils, methods, nlme

Suggests sm, gsl, locfit, spatial, fftwtools, spatstat.linnet, spatstat.model, spatstat

Imported by ETAS, FIAstemmap, ForestGapR, IDSpatialStats, MDgof, NTSS, SepTest, Seurat, TCIU, divent, dpcR, ecespa, funkycells, geocausal, highriskzone, idar, kanova, kernstadapt, lacunaritycovariance, ldmppr, lgcp, markstat, mascarade, mxfda, onpoint, ppmlasso, rcarbon, rcicr, replicatedpp2w, selectspm, shar, smacpod, sparr, spatialTIME, spatsurv, stlnpp, stopp, stpp, tectonicr, tlsR, trip, ttbary.