Type: Package
Package: waywiser
Title: Ergonomic Methods for Assessing Spatial Models
Version: 0.6.3
Authors@R: c(
    person("Michael", "Mahoney", , "mike.mahoney.218@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0003-2402-304X")),
    person("Lucas", "Johnson", , "lucas.k.johnson03@gmail.com", role = "ctb",
           comment = c(ORCID = "0000-0002-7953-0260")),
    person("Virgilio", "Gómez-Rubio", role = "rev",
           comment = "Virgilio reviewed the package (v. 0.2.0.9000) for rOpenSci, see <https://github.com/ropensci/software-review/issues/571>"),
    person("Jakub", "Nowosad", role = "rev",
           comment = "Jakub reviewed the package (v. 0.2.0.9000) for rOpenSci, see <https://github.com/ropensci/software-review/issues/571>"),
    person("Posit Software, PBC", role = c("cph", "fnd"))
  )
Description: Assessing predictive models of spatial data can be
        challenging, both because these models are typically built for
        extrapolating outside the original region represented by
        training data and due to potential spatially structured errors,
        with "hot spots" of higher than expected error clustered
        geographically due to spatial structure in the underlying data.
        Methods are provided for assessing models fit to spatial data,
        including approaches for measuring the spatial structure of
        model errors, assessing model predictions at multiple spatial
        scales, and evaluating where predictions can be made safely.
        Methods are particularly useful for models fit using the
        'tidymodels' framework. Methods include Moran's I ('Moran'
        (1950) <doi:10.2307/2332142>), Geary's C ('Geary' (1954)
        <doi:10.2307/2986645>), Getis-Ord's G ('Ord' and 'Getis' (1995)
        <doi:10.1111/j.1538-4632.1995.tb00912.x>), agreement
        coefficients from 'Ji' and Gallo (2006) (<doi:
        10.14358/PERS.72.7.823>), agreement metrics from 'Willmott'
        (1981) (<doi: 10.1080/02723646.1981.10642213>) and 'Willmott'
        'et' 'al'. (2012) (<doi: 10.1002/joc.2419>), an implementation
        of the area of applicability methodology from 'Meyer' and
        'Pebesma' (2021) (<doi:10.1111/2041-210X.13650>), and an
        implementation of multi-scale assessment as described in
        'Riemann' 'et' 'al'. (2010) (<doi:10.1016/j.rse.2010.05.010>).
License: MIT + file LICENSE
URL: https://github.com/ropensci/waywiser,
        https://docs.ropensci.org/waywiser/
BugReports: https://github.com/ropensci/waywiser/issues
Depends: R (>= 4.0)
Imports: dplyr (>= 1.1.0), fields, FNN, glue, hardhat, Matrix, purrr,
        rlang (>= 1.1.0), sf (>= 1.0-0), spdep (>= 1.1-9), stats,
        tibble, tidyselect, vctrs, yardstick (>= 1.2.0)
Suggests: applicable, caret, CAST, covr, exactextractr, ggplot2, knitr,
        modeldata, recipes, rmarkdown, rsample, spatialsample, terra,
        testthat (>= 3.0.0), tidymodels, tidyr, tigris, units, vip,
        whisker, withr
VignetteBuilder: knitr
Config/Needs/website: kableExtra
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
Language: en-US
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        libssl-dev libproj-dev libsqlite3-dev libudunits2-dev
Repository: https://ropensci.r-universe.dev
Date/Publication: 2025-04-15 23:57:33 UTC
RemoteUrl: https://github.com/ropensci/waywiser
RemoteRef: main
RemoteSha: fb05c6eada91a3503f6393e250b79ed2df9af608
NeedsCompilation: no
Packaged: 2026-06-14 07:33:48 UTC; root
Author: Michael Mahoney [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-2402-304X>),
  Lucas Johnson [ctb] (ORCID: <https://orcid.org/0000-0002-7953-0260>),
  Virgilio Gómez-Rubio [rev] (Virgilio reviewed the package (v.
    0.2.0.9000) for rOpenSci, see
    <https://github.com/ropensci/software-review/issues/571>),
  Jakub Nowosad [rev] (Jakub reviewed the package (v. 0.2.0.9000) for
    rOpenSci, see
    <https://github.com/ropensci/software-review/issues/571>),
  Posit Software, PBC [cph, fnd]
Maintainer: Michael Mahoney <mike.mahoney.218@gmail.com>