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This text investigates the mathematical and statistical challenges inherent in analyzing compositional data within the field of geostatistics. The authors, Ricardo A. Olea and Vera Pawlowsky-Glahn, draw upon their extensive expertise in mathematical geology to present a rigorous framework for handling data where the sum of components is constant. By addressing the limitations of traditional Euclidean statistics in this context, the book provides a methodology for applying log-ratio transformations to geological datasets.
What You Will Find
Scope Limits
Experts recognize this volume as a specialized reference for researchers working with constrained spatial data. Readers frequently note the high level of mathematical density and the technical rigor required to implement the proposed methodologies effectively.
Page Count:
202
Publication Date:
2004-01-01
Publisher:
Oxford University Press
ISBN-10:
0190291370
ISBN-13:
9780190291372
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