Compositional data analysis: Where are we and where should we be heading?
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Publication:857940
DOI10.1007/s11004-005-7383-7zbMath1177.86017OpenAlexW2164595404WikidataQ60182797 ScholiaQ60182797MaRDI QIDQ857940
John Aitchison, Juan José Egozcue
Publication date: 5 January 2007
Published in: Mathematical Geology (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s11004-005-7383-7
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Cites Work
- Isometric logratio transformations for compositional data analysis
- New perspectives on water chemistry and compositional data analysis
- Groups of parts and their balances in compositional data analysis
- Characterization of distributional forms for compositional data and associated distributional tests
- Reply to letter to the editor by S. Rehder and U. Zier on ``Logratio analysis and compositional distance
- Understanding perturbation on the simplex: A simple method to better visualize and interpret compositional data in ternary diagrams
- BLU estimators and compositional data
- Biplots of Compositional Data
- Principal component analysis of compositional data
- Kernel Density Estimation for Compositional Data
- Logistic-Normal Distributions: Some Properties and Uses
- Statistical Applications of the Multivariate Skew Normal Distribution
- Convex linear combinations of compositions
- The multivariate skew-normal distribution
- Statistical Interpretation of Species Composition
- Ranking Methods for Compositional Data
- The Resolution of a Compositional Data Set into Mixtures of Fixed Source Compositions
- The biplot graphic display of matrices with application to principal component analysis
- On criteria for measures of compositional difference
- Geometric approach to statistical analysis on the simplex
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