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Geostatistics for Compositional Data with R
Paperback
Series: Use R!
Medical ReferenceEnvironmental StudiesProbability & Statistics
ISBN13: 9783030825706
Publisher: Springer Nature
Published: Nov 21 2022
Pages: 259
Weight: 0.90
Height: 0.60 Width: 6.14 Depth: 9.21
Language: English
1 Introduction.- 2 A review of compositional data analysis.- 3 Exploratory data analysis.- 4 Exploratory spatial analysis.- 5 Variogram Models.- 6 Geostatistical estimation.- 7 Cross-validation.- 8 Multivariate normal score transformation.- 9 Simulation.- 10 Compositional Direct Sampling Simulation.- 11 Evaluation and Postprocessing of Results.- A Matrix decompositions.- B Complete data analysis workflows.- Index.
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