gmGeostats: Geostatistics for Compositional Analysis
Support for geostatistical analysis of multivariate data, in particular data with restrictions, e.g. positive amounts, compositions, distributional data, microstructural data, etc. It includes descriptive analysis and modelling for such data, both from a two-point Gaussian perspective and multipoint perspective. The methods mainly follow Tolosana-Delgado, Mueller and van den Boogaart (2018) <doi:10.1007/s11004-018-9769-3>.
| Version: | 0.11.4 |
| Depends: | R (≥ 2.10) |
| Imports: | methods, gstat, compositions (≥ 2.0), sp, boot, foreach, utils, RColorBrewer |
| Suggests: | FNN, JADE, jointDiag, DescTools, knitr, rmarkdown (≥ 2.3), magrittr, readxl |
| Published: | 2025-08-20 |
| DOI: | 10.32614/CRAN.package.gmGeostats |
| Author: | Raimon Tolosana-Delgado
 [aut],
Ute Mueller [aut],
K. Gerald van den Boogaart [ctb, cre],
Hassan Talebi [ctb, cph],
Helmholtz-Zentrum Dresden-Rossendorf [cph],
Edith Cowan University [cph] |
| Maintainer: | K. Gerald van den Boogaart <support at boogaart.de> |
| License: | CC BY-SA 4.0 | GPL-2 | GPL-3 [expanded from: CC BY-SA 4.0 | GPL (≥ 2)] |
| Copyright: | (C) 2020 by Helmholtz-Zentrum Dresden-Rossendorf and Edith Cowan University; gsi.DS code by Hassan Talebi |
| URL: | https://codebase.helmholtz.cloud/geomet/gmGeostats |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| In views: | CompositionalData |
| CRAN checks: | gmGeostats results |
Documentation:
| Reference manual: | gmGeostats.html , gmGeostats.pdf |
| Vignettes: |
Multivariate geostatistics with gmGeostats (source, R code) How to register new layer datatypes (source, R code) |
Downloads:
| Package source: | gmGeostats_0.11.4.tar.gz |
| Windows binaries: | r-devel: gmGeostats_0.11.4.zip, r-release: gmGeostats_0.11.4.zip, r-oldrel: gmGeostats_0.11.4.zip |
| macOS binaries: | r-release (arm64): gmGeostats_0.11.4.tgz, r-oldrel (arm64): gmGeostats_0.11.4.tgz, r-release (x86_64): gmGeostats_0.11.4.tgz, r-oldrel (x86_64): gmGeostats_0.11.4.tgz |
| Old sources: | gmGeostats archive |
Linking:
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