waywiser: Yardstick Extensions for Measuring Spatial Structure in Model Residuals

Predictive models of spatial data may have spatially structured errors, with "hot spots" of higher than expected error clustered geographically due to spatial structure in the underlying data. These functions provide methods for measuring the spatial structure of model errors for models, and 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>) and Getis-Ord's G ('Ord' and 'Getis' (1995) <doi:10.1111/j.1538-4632.1995.tb00912.x>).

Version: 0.1.0
Depends: R (≥ 3.5)
Imports: rlang, sf, spdep, yardstick
Suggests: covr, dplyr, ggplot2, sfdep, spelling, testthat (≥ 3.0.0), tidymodels, tidyr
Published: 2022-08-10
Author: Michael Mahoney ORCID iD [aut, cre], RStudio [cph, fnd]
Maintainer: Michael Mahoney <mike.mahoney.218 at gmail.com>
BugReports: https://github.com/mikemahoney218/waywiser/issues
License: MIT + file LICENSE
URL: https://github.com/mikemahoney218/waywiser, https://mikemahoney218.github.io/waywiser/
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: waywiser results


Reference manual: waywiser.pdf


Package source: waywiser_0.1.0.tar.gz
Windows binaries: r-devel: waywiser_0.1.0.zip, r-release: waywiser_0.1.0.zip, r-oldrel: waywiser_0.1.0.zip
macOS binaries: r-release (arm64): waywiser_0.1.0.tgz, r-oldrel (arm64): waywiser_0.1.0.tgz, r-release (x86_64): waywiser_0.1.0.tgz, r-oldrel (x86_64): waywiser_0.1.0.tgz


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