Compositional Data Analysis is a statistical methodology that addresses the analysis of data representing parts of a whole, where the relative proportions among components are mathematically constrained to sum to a constant, thereby requiring specialized techniques to account for their intrinsic interdependence and avoid spurious correlations arising from this compositional structure.
1.6K
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1.9K
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Publications per year
2017–2026
559
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Coda
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Publications
1.6K
The Statistical Analysis of Compositional Data
Gregory F. Piepel, J. Aitchison · Technometrics · 1988 · 3.4K citations
Inferring Correlation Networks from Genomic Survey Data
Jonathan Friedman, Eric J. Alm · PLoS Computational Biology · 2012 · 2.9K citations · Full text
Life Sciences, Biology, Microbiology +17
Normalization and microbial differential abundance strategies depend upon data characteristics
Sophie Weiss, Zhenjiang Zech Xu, Shyamal D. Peddada et al. · Microbiome · 2017 · 2.2K citations · Full text
Life Sciences, Biology, Ecology +15
Compositional Analysis of Habitat Use From Animal Radio‐Tracking Data
Nicholas J. Aebischer, Peter Robertson, Robert Kenward · Ecology · 1993 · 1.9K citations
Life Sciences, Ecology, Zoology +17
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- KH
27
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- JA
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- JA
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- VP
19
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1–5 of 5.7K
Institutions
1.9K
Universitat de Girona
Girona, Spain
34 h-index
112 publications
6.9K citations
Palacký University Olomouc
Olomouc, Czechia
27 h-index
89 publications
8.2K citations
Universitat Politècnica de Catalunya
Barcelona, Spain
22 h-index
47 publications
3.2K citations
Glasgow Caledonian University
Glasgow, United Kingdom
18 h-index
39 publications
5.9K citations
University of South Australia
Adelaide, Australia
18 h-index
42 publications
4.9K citations
University of Naples Federico II
Naples, Italy
17 h-index
50 publications
1.7K citations
Biomathematics and Statistics Scotland
Edinburgh, United Kingdom
17 h-index
25 publications
3K citations
TU Wien
Vienna, Austria
17 h-index
36 publications
3.3K citations
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Venues
- Journal of Geochemical Exploration
21 publications · 841 citations
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- Journal of Agricultural and Food Chemistry
23 publications · 1.6K citations
18
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- Mathematical Geology
16 publications · 2.1K citations
18
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- PLoS ONE
21 publications · 2.2K citations
17
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- Mathematical Geosciences
21 publications · 1.8K citations
16
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