Package: spconform
Type: Package
Title: Conformal Prediction for Spatially and Spatio-Temporally
        Dependent Data
Version: 0.1.2
Date: 2026-10-10
Authors@R: person(given = "Ahmed Sattar", family = "Jabbar",
                   email = "ahmed.state.me@gmail.com", 
                   role = c("aut", "cre"),
                   comment = c(ORCID = "0009-0006-4614-735X"))
Description: Provides distribution-free, model-agnostic prediction
        intervals for spatially and spatio-temporally dependent data
        using localized conformal calibration. Implements locally
        weighted split conformal prediction for geostatistical
        (point-referenced) data based on spatial-distance kernels, and
        a neighbourhood-weighted conformal procedure for areal
        (lattice) data based on graph adjacency structures. Relaxes the
        standard exchangeability assumption using spatial proximity,
        following the localized conformal framework of Mao, Martin and
        Reich (2024) <doi:10.1080/01621459.2022.2147531>. Includes
        comprehensive spatial diagnostic tools to audit empirical
        coverage, conditional spatial strata, and boundary proximity
        effects.
License: GPL-3
URL: https://amjed-droid.github.io/spconform/,
        https://github.com/amjed-droid/spconform
BugReports: https://github.com/amjed-droid/spconform/issues
Encoding: UTF-8
Depends: R (>= 3.6.0)
Imports: stats
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, sp
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/roxygen2/version: 8.1.0
Repository: https://amjed-droid.r-universe.dev
Date/Publication: 2026-10-14 01:07:32 UTC
RemoteUrl: https://github.com/amjed-droid/spconform
RemoteRef: HEAD
RemoteSha: 1069a842bf3fbe72be1367e306b56bfd23f718af
NeedsCompilation: no
Packaged: 2026-10-14 02:14:37 UTC; root
Author: Ahmed Sattar Jabbar [aut, cre] (ORCID:
    <https://orcid.org/0009-0006-4614-735X>)
Maintainer: Ahmed Sattar Jabbar <ahmed.state.me@gmail.com>