mbg: Model-Based Geostatistics
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 |
| CRAN checks: | mbg results |
Documentation:
| Reference manual: | mbg.pdf |
| Vignettes: |
All model runner options (source) Getting started with MBG (source) Model validation and comparison (source) Running spatial machine learning models (source) |
Downloads:
| Package source: | mbg_1.1.0.tar.gz |
| Windows binaries: | r-devel: mbg_1.1.0.zip, r-release: mbg_1.1.0.zip, r-oldrel: mbg_1.0.0.zip |
| macOS binaries: | r-release (arm64): mbg_1.1.0.tgz, r-oldrel (arm64): mbg_1.1.0.tgz, r-release (x86_64): mbg_1.1.0.tgz, r-oldrel (x86_64): mbg_1.1.0.tgz |
| Old sources: | mbg archive |
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