Package: spmodel
Title: Spatial Statistical Modeling and Prediction
Version: 0.12.0
Authors@R: c(
    person(given = "Michael",
           family = "Dumelle",
           role = c("aut", "cre"),
           email = "Dumelle.Michael@epa.gov",
           comment = c(ORCID = "0000-0002-3393-5529")),
    person(given = "Matt",
           family = "Higham",
           role = "aut",
           email = "mhigham@stlawu.edu",
           comment = c(ORCID = "0009-0006-4217-625X")),
    person(given = "Ryan A.",
       family = "Hill",
       role = "ctb",
       email = "hill.ryan@epa.gov",
       comment = c(ORCID = "0000-0001-9583-0426")),
    person(given = "Michael",
       family = "Mahon",
       role = "ctb",
       email = "Mahon.Michael@epa.gov",
       comment = c(ORCID = "0000-0002-9436-2998")),
    person(given = "Jay M.",
       family = "Ver Hoef",
       role = "aut",
       email = "jay.verhoef@noaa.gov",
       comment = c(ORCID = "0000-0003-4302-6895"))
    )
Description: Fit, summarize, and predict for a variety of spatial statistical models applied to point-referenced and areal (lattice) data. Parameters are estimated using various methods. Additional modeling features include anisotropy, non-spatial random effects, partition factors, big data approaches, and more. Model-fit statistics are used to summarize, visualize, and compare models. Predictions at unobserved locations are readily obtainable. For additional details, see Dumelle et al. (2023) <doi:10.1371/journal.pone.0282524>.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Depends: R (>= 3.5.0)
Imports: graphics, generics, Matrix, sf, stats, tibble, parallel
Suggests: rmarkdown, knitr, testthat (>= 3.0.0), ggplot2, ranger,
        statmod, pROC, emmeans (>= 1.4), estimability
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://usepa.github.io/spmodel/
BugReports: https://github.com/USEPA/spmodel/issues
NeedsCompilation: no
Packaged: 2026-01-23 21:11:37 UTC; MDUMELLE
Author: Michael Dumelle [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-3393-5529>),
  Matt Higham [aut] (ORCID: <https://orcid.org/0009-0006-4217-625X>),
  Ryan A. Hill [ctb] (ORCID: <https://orcid.org/0000-0001-9583-0426>),
  Michael Mahon [ctb] (ORCID: <https://orcid.org/0000-0002-9436-2998>),
  Jay M. Ver Hoef [aut] (ORCID: <https://orcid.org/0000-0003-4302-6895>)
Maintainer: Michael Dumelle <Dumelle.Michael@epa.gov>
Repository: CRAN
Date/Publication: 2026-01-24 06:10:10 UTC
Built: R 4.6.0; ; 2026-04-25 19:37:33 UTC; unix
