Package: SepTest
Title: Tests for First-Order Separability in Spatio-Temporal Point
        Processes
Version: 0.0.1
Date: 2025-10-25
Author: Mohammad Ghorbani [author, creator], Nafiseh Vafaei [author]
Maintainer: Mohammad Ghorbani <mohammad.ghorbani@slu.se>
Description: Provides statistical tools for testing first-order
        separability in spatio-temporal point processes, that is,
        whether the spatio-temporal intensity function can be expressed
        as a product of spatial and temporal components. The package
        implements several hypothesis tests, including exact and
        asymptotic methods for Poisson and non-Poisson processes.
        Methods include global envelope tests, chi-squared-type
        statistics, and a novel Hilbert-Schmidt independence criterion
        (HSIC) test with block or pure permutations. Simulation studies
        and real-world examples, including the 2001 UK foot-and-mouth
        disease outbreak data, illustrate its utility. The package
        encompasses all simulation studies and applications presented
        in Ghorbani et al. (2021, 2025).
License: GPL-3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
Imports: combinat, dHSIC, fields, GET, ggplot2, graphics, MASS,
        patchwork, reshape2, scatterplot3d, spatstat.explore,
        spatstat.geom, spatstat.model, splancs, stats
Suggests: testthat (>= 3.0.0), rmarkdown, pkgdown, knitr, spatstat,
        stpp, RColorBrewer
BugReports: https://github.com/mghorbani01/SepTest/issues
URL: https://github.com/mghorbani01/SepTest
Config/testthat/edition: 3
Config/pak/sysreqs: libicu-dev
Repository: https://mghorbani01.r-universe.dev
Date/Publication: 2025-12-26 02:15:45 UTC
RemoteUrl: https://github.com/mghorbani01/septest
RemoteRef: HEAD
RemoteSha: 5f2b4a79ec086ec0fe68e97547a54d30c0756d8e
NeedsCompilation: no
Packaged: 2026-11-04 08:49:28 UTC; root