Modern model-based geostatistics for point-referenced data. This package provides a simple interface to run spatial machine learning models and geostatistical models that estimate a continuous (raster) surface from point-referenced outcomes and, optionally, a set of raster covariates. The package also includes functions to summarize raster outcomes by (polygon) region while preserving uncertainty.
Version: 1.1.0 Depends: R (≥ 4.1.0) Imports: assertthat, caret, data.table, glue, Matrix, matrixStats, purrr, R6, sf, terra, tictoc Suggests: INLA, knitr, rmarkdown, ggplot2, scales Published: 2025-04-26 DOI: 10.32614/CRAN.package.mbg Author: Nathaniel Henry [aut, cre], Benjamin Mayala [aut] Maintainer: Nathaniel Henry <nat at henryspatialanalysis.com> BugReports: https://github.com/henryspatialanalysis/mbg/issues License: MIT + file LICENSE URL: https://henryspatialanalysis.github.io/mbg/ NeedsCompilation: no Additional_repositories: https://inla.r-inla-download.org/R/stable/ Materials: README In views: Spatial CRAN checks: mbg results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=mbg to link to this page.
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