Geostatistics for Compositional Analysis

Support for geostatistical analysis of multivariate data, in particular data with restrictions, e.g. positive amounts data, compositional data, 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) .


Reference manual

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0.11.0 by K. Gerald van den Boogaart, 14 hours ago

Browse source code at

Authors: 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]

Documentation:   PDF Manual  

CC BY-SA 4.0 | GPL (>= 2) license

Imports methods, gstat, compositions, sp, boot, foreach, utils, RColorBrewer

Suggests FNN, JADE, jointDiag, DescTools, knitr, rmarkdown, magrittr, readxl

See at CRAN