Advances in Compositional Data Analysis

Edited by Peter Filzmoser (), Karel Hron (), Josep Antoni Martín-Fernández () and Javier Palarea-Albaladejo ()

in Springer Books from Springer

Date: 2021
ISBN: 978-3-030-71175-7
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Chapters in this book:

An Interpretable Orthogonal Decomposition of Positive Square Matrices

J. J. Egozcue and Wilfredo Maldonado

The Information-Geometric Perspective of Compositional Data Analysis

Ionas Erb and Nihat Ay

Log-Ratio Analysis of Finite Precision Data: Caveats, and Connections to Digital Lines and Number Theory

David R. Lovell

Distributions on the Simplex Revisited

Gloria Mateu-Figueras, Gianna S. Monti and J. J. Egozcue

Compositional Biplots: A Story of False Leads and Hidden Features Revealed by the Last Dimensions

Jan Graffelman

Geographically Weighted Regression Analysis for Two-Factorial Compositional Data

Kamila Fačevicová, Petra Kynčlová and Karel Macků

Factor Analysis of Compositional Data with a Total

Carles Barceló-Vidal and Josep Antoni Martín-Fernández

A Compositional Three-Way Approach for Student Satisfaction Analysis

Michele Gallo, Violetta Simonacci and Valentin Todorov

Artificial Neural Networks to Impute Rounded Zeros in Compositional Data

Matthias Templ

Compositional DuPont Analysis. A Visual Tool for Strategic Financial Performance Assessment

Elisabet Saus–Sala, Àngels Farreras–Noguer, Núria Arimany–Serrat and Germà Coenders

Spatial Statistics for Distributional Data in Bayes Spaces: From Object-Oriented Kriging to the Analysis of Warping Functions

Alessandra Menafoglio

Spatial Simultaneous Autoregressive Models for Compositional Data: Application to Land Use

Christine Thomas-Agnan, Thibault Laurent, Anne Ruiz-Gazen, Thi Huong An Nguyen, Raja Chakir and Anna Lungarska

The Whole Versus the Parts: The Challenge of Compositional Data Analysis (CoDA) Methods for Geochemistry

Antonella Buccianti and Caterina Gozzi

Groundwater Origin Determination in Historic Chemical Datasets Through Supervised Compositional Data Analysis: Brines of the Permian Basin, USA

Mark A. Engle and Julien A. Chaput

Chronic Kidney Disease of Uncertain Aetiology and Its Relation with Waterborne Environmental Toxins: An Investigation via Compositional Balances

Jennifer M. McKinley, Ute Mueller, Peter M. Atkinson, Ulrich Ofterdinger, Siobhan F. Cox, Rory Doherty, Damian Fogarty and J. J. Egozcue

Multivariate Classification of the Crude Oil Petroleum Systems in Southeast Texas, USA, Using Conventional and Compositional Data Analysis of Biomarkers

Ricardo A. Olea, Josep Antoni Martín-Fernández and William H. Craddock

Finding the Centre: Compositional Asymmetry in High-Throughput Sequencing Datasets

Jia R. Wu, Jean M. Macklaim, Briana L. Genge and Gregory B. Gloor

Bayesian Balance-Regression in Microbiome Studies Using Stochastic Search

Lu Huang and Hongzhe Li

Compositional Data Analysis in Physical Activity and Health Research. Looking for the Right Balance

Duncan E. McGregor, Philippa M. Dall, Javier Palarea-Albaladejo and Sebastien F. M. Chastin

Compositional Data Analysis in Time-Use Epidemiology

Dorothea Dumuid, Željko Pedišić, Javier Palarea-Albaladejo, Josep Antoni Martín-Fernández, Karel Hron and Timothy Olds

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DOI: 10.1007/978-3-030-71175-7

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