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gmGeostats: Geostatistics for Compositional Analysis (original) (raw)

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-DelgadoORCID iD [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
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

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