spatstat.explore (3.5-2)
Published 2026-02-24 13:47:30 +00:00 by atheaadmin
Installation
options("repos" = c(getOption("repos"), c(gitea="install.packages("spatstat.explore")About this package
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.Exploratory Data Analysis for the 'spatstat' Family
Dependencies
| Imports | spatstat.utils (>= 3.1-5), spatstat.sparse (>= 3.1-0), goftest (>= 1.2-2), Matrix, abind |
| Depends | R (>= 3.5.0), spatstat.data (>= 3.1-2), spatstat.univar (>= 3.1-4), spatstat.geom (>= 3.5-0), spatstat.random (>= 3.4), stats, graphics, grDevices, utils, methods, nlme |
| Suggests | sm, gsl, locfit, spatial, fftwtools (>= 0.9-8), spatstat.linnet (>= 3.2-1), spatstat.model (>= 3.3-1), spatstat (>= 3.3) |