Colours and Cocktails: Compositional Data Analysis 2013 Lancaster Lecture

DOI10.1111/anzs.12073zbMath1336.62028OpenAlexW1969909755MaRDI QIDQ2802869

J. L. Scealy, A. H. Welsh

Publication date: 27 April 2016

Published in: Australian & New Zealand Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/anzs.12073

zbMATH Keywords

amalgamationlog-ratio transformationsubcompositionsquare root transformationsubcompositional coherenceprinciples of compositional data analysis

Mathematics Subject Classification ID

Related Items (13)

Comments on: ``Recent advances in directional statistics ⋮ Improved classification for compositional data using the \(\alpha\)-transformation ⋮ Recent advances in directional statistics ⋮ Rejoinder on: ``Recent advances in directional statistics ⋮ Spherical autoregressive models, with application to distributional and compositional time series ⋮ Aitchison's compositional data analysis 40 years on: a reappraisal ⋮ Parametric Lie group structures on the probabilistic simplex and generalized compositional data ⋮ A review of compositional data analysis and recent advances ⋮ Means and covariance functions for geostatistical compositional data: an axiomatic approach ⋮ Flexible non-parametric regression models for compositional data ⋮ Nonparametric hypothesis testing for equality of means on the simplex ⋮ Gaussian asymptotic limits for the \({\alpha}\)-transformation in the analysis of compositional data ⋮ Discussion: Object-Oriented Data Analysis, Power Metrics, and Graph Laplacians

Cites Work

• Unnamed Item
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• Spatial regression modeling for compositional data with many zeros
• Distributional equivalence and subcompositional coherence in the analysis of compositional data, contingency tables and ratio-scale measurements
• Compositional data analysis: Where are we and where should we be heading?
• Logratio analysis and compositional distance.
• Fitting Kent models to compositional data with small concentration
• Power transformations in correspondence analysis
• Comment on ``Logratio analysis and compositional distance by J. Aitchison, C. Barceló-Vidal, J. A. Martín-Fernández, and V. Pawlowsky-Glahn
• Reply to letter to the editor by S. Rehder and U. Zier on ``Logratio analysis and compositional distance
• Managing the essential zeros in quantitative fatty acid signature analysis
• Logistic-Normal Distributions: Some Properties and Uses
• The Helmert Matrices
• On criteria for measures of compositional difference

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