Del 187 i serien Springer Proceedings in Mathematics & Statistics

Compositional Data Analysis

CoDaWork, L’Escala, Spain, June 2015

Häftad, Engelska, 2018

AvJosep Antoni Martín-Fernández,Santiago Thió-Henestrosa

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The International Workshops on Compositional Data Analysis offer a vital discussion forum for researchers and practitioners concerned with the statistical treatment and modelling of compositional data or other constrained data sets and the interpretation of models and their applications.

Produktinformation

Utgivningsdatum2018-06-28
Mått155 x 235 x 13 mm
Vikt341 g
FormatHäftad
SpråkEngelska
SerieSpringer Proceedings in Mathematics & Statistics
Antal sidor209
FörlagSpringer International Publishing AG
ISBN9783319831411

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Josep Antoni Martín-Fernández holds a degree in Mathematics. He received his PhD from the Polytechnic University of Catalonia, where he worked on measurements of difference and the non-parametric classification of compositional data. He is currently a Professor at the Department of Computer Science, Applied Mathematics and Statistics of the University of Girona, Spain. His interests primarily lie in the statistical analysis of compositional data, where he focuses on cluster analysis, rounded zeros and missing data. Santiago Thió-Henestrosa holds a PhD in Computer Science from the Polytechnic University of Catalonia. He is a Professor at the Department of Computer Science, Applied Mathematics and Statistics of the University of Girona, Spain. He organized the first Compositional Data Analysis Workshop in 2003 and is the author of CoDaPack, currently the only user-friendly software available for Compositional Data Analysis.

Compositional Analysis of Species Composition - Pawlowsky-Glahn, Monreal-Pawlowsky, Egozcue.- Optimising Archaeologic Ceramics h-XRF Analyses - Bergman, Lindahl.- Relationship Between Popularity of Key Words on the Google Browser and the Evolution of Worldwide Financial Indexes - Ortells, Egozcue, Ortego, Garola.- Advances in Integrating Isotopic Data with Compositional Data Analysis: Applications for Deep Formation Brine Chemistry - Blondes, Engle, Geboy.- Space-time Compositional fields: An Introduction to Simplicial Partial Differential Operators - Jarauta-Bragulat, Egozcue.- A Compositional Approach to Allele Sharing Analysis - Galvan, Graffelman.- An Application of the Isometric Log-ratio Transformation in Relatedness Research.- Graffelman, Galvan.- Diagnostic Tools and Model Selection in Scaled-Dirichlet Regression - Monti, Mateu-Figueras, Pawlowsky-Glahn, Egozcue.- Toward the Concept of Background/Baseline Compositions: A Practicable Path? - Buccianti, Nisi, Raco.- Multi Element Geochemical Modelling for Mine Planning: Case Studies from Epithermal Gold Deposits – Caciagli, Warman.- Recognizing and Validating Structural Processes in Geochemical Data - Grunsky, Kjarsgaard.