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40 years after Aitchison's article 'The statistical analysis of compositional data': where we are and where we are heading

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http://hdl.handle.net/10256/23977

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Títol:: 40 years after Aitchison's article 'The statistical analysis of compositional data': where we are and where we are heading
Matèria:: Anàlisi multivariable; Multivariate analysis; Aitchison, J. (John), 1926- .The Statistical Analysis of Compositional Data
Descripció:: The year 2022 marked 40 years since Aitchison published the article 'The statistical analysis of compositional data'. It is considered to be the foundation of contemporary compositional data analysis. It is time to review what has been accomplished in the feld and what needs to be addressed. Astonishingly enough, many aspects seen as challenging in 1982 continue to lead to fruitful scholarly work. We commence with a bibliometric study and continue with some hot topics such as multi-way compositions, compositional regression models, dealing with zero values, non-logratio transformations, new application felds, and a number of current loose ends. Finally, a tentative future research agenda is outlined; This article was supported by the Spanish Ministry of Science and Innovation/AEI/ 10.13039/501100011033 and by ERDF – A way of making Europe [grant numbers PID2021-123833OB-I00; PID2021-125380OB-I00], the Department of Research and Universities of the Generalitat de Catalunya [grant number 2021SGR01197], and the Czech Science Foundation [grant number 22-15684L]
Font:: SORT: statistics and operations research transactions, 2023, vol. 47, núm. 2, p. 207-228; Articles publicats (D-EC); Coenders, Germà Egozcue, Juan José Fa&#269evicová, Kamila Navarro-López, Carolina Palarea Albaladejo, Javier Pawlowsky-Glahn, Vera Tolosana Delgado, Raimon 2023 40 years after Aitchison's article 'The statistical analysis of compositional data': where we are and where we are heading SORT: statistics and operations research transactions 47 2 207 228
Idioma:: English
Relació:: info:eu-repo/semantics/altIdentifier/doi/10.57645/20.8080.02.6; info:eu-repo/semantics/altIdentifier/issn/1696-2281; info:eu-repo/semantics/altIdentifier/eissn/2013-8830; PID2021-123833OB-I00; info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-123833OB-I00/ES/GENERATION AND TRANSFER OF COMPOSITIONAL DATA ANALYSIS KNOWLEDGE/
Autor/Productor:: Coenders, Germà; Egozcue, Juan José; Fačevicová, Kamila; Navarro-López, Carolina; Palarea Albaladejo, Javier; Pawlowsky-Glahn, Vera; Tolosana Delgado, Raimon
Editor:: Institut d'Estadística de Catalunya (Idescat)
Altres col·laboradors/productors:: Agencia Estatal de Investigación
Drets:: Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0); https://creativecommons.org/licenses/by-nc-nd/4.0/; info:eu-repo/semantics/openAccess
Data:: 2023-07
Tipus de recurs:: info:eu-repo/semantics/article; info:eu-repo/semantics/publishedVersion
Format:: 22 p.; application/pdf

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1. < title > 40 years after Aitchison's article 'The statistical analysis of compositional data': where we are and where we are heading </ title >
2. < creator > Coenders, Germà </ creator >
3. < creator > Egozcue, Juan José </ creator >
4. < creator > Fačevicová, Kamila </ creator >
5. < creator > Navarro-López, Carolina </ creator >
6. < creator > Palarea Albaladejo, Javier </ creator >
7. < creator > Pawlowsky-Glahn, Vera </ creator >
8. < creator > Tolosana Delgado, Raimon </ creator >
9. < contributor > Agencia Estatal de Investigación </ contributor >
10. < subject > Anàlisi multivariable </ subject >
11. < subject > Multivariate analysis </ subject >
12. < subject > Aitchison, J. (John), 1926- .The Statistical Analysis of Compositional Data </ subject >
13. < description > The year 2022 marked 40 years since Aitchison published the article 'The statistical analysis of compositional data'. It is considered to be the foundation of contemporary compositional data analysis. It is time to review what has been accomplished in the feld and what needs to be addressed. Astonishingly enough, many aspects seen as challenging in 1982 continue to lead to fruitful scholarly work. We commence with a bibliometric study and continue with some hot topics such as multi-way compositions, compositional regression models, dealing with zero values, non-logratio transformations, new application felds, and a number of current loose ends. Finally, a tentative future research agenda is outlined </ description >
14. < date > 2024-01-15 </ date >
15. < date > 2024-01-15 </ date >
16. < date > 2023-07 </ date >
17. < type > info:eu-repo/semantics/article </ type >
18. < identifier > 1696-2281 </ identifier >
19. < identifier > http://hdl.handle.net/10256/23977 </ identifier >
20. < identifier > https://doi.org/10.57645/20.8080.02.6 </ identifier >
21. < identifier > 037375 </ identifier >
22. < identifier > 2013-8830 </ identifier >
23. < language > eng </ language >
24. < relation > Reproducció digital del document publicat a: https://doi.org/10.57645/20.8080.02.6 </ relation >
25. < relation > SORT: statistics and operations research transactions, 2023, vol. 47, núm. 2, p. 207-228 </ relation >
26. < relation > Articles publicats (D-EC) </ relation >
27. < relation > info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2021-123833OB-I00/ES/GENERATION AND TRANSFER OF COMPOSITIONAL DATA ANALYSIS KNOWLEDGE/ </ relation >
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29. < relation > GENERATION AND TRANSFER OF COMPOSITIONAL DATA ANALYSIS KNOWLEDGE </ relation >
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34. < publisher > Institut d'Estadística de Catalunya (Idescat) </ publisher >
35. < source > Coenders, Germà Egozcue, Juan José Fa&#269evicová, Kamila Navarro-López, Carolina Palarea Albaladejo, Javier Pawlowsky-Glahn, Vera Tolosana Delgado, Raimon 2023 40 years after Aitchison's article 'The statistical analysis of compositional data': where we are and where we are heading SORT: statistics and operations research transactions 47 2 207 228 </ source >
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