Geostatistics for Compositional Data with R

By Raimon Tolosana-Delgado and Ute Mueller

Book Overview

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. This description may be from another edition of this product.

• Format: Paperback
• Language: English
• ISBN: 3030825701
• ISBN13: 9783030825706
• Release Date: November 2022
• Publisher: Springer
• Length: 259 Pages
• Weight: 0.90 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"