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Journal of Applied Statistics Volume 44, 2017 - Issue 4
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Original Articles

Exploratory tools for outlier detection in compositional data with structural zeros

M. TemplInstitute of Statistics and Mathematical Methods in Economics, Vienna University of Technology, Wiedner Hauptstraße 8-10, A-1040Vienna, AustriaCorrespondence[email protected]
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,
K. HronDepartment of Mathematical Analysis and Applications of Mathematics, Faculty of Science, Palacký University, 17. listopadu 12, CZ-77146Olomouc, Czech RepublicView further author information
&
P. FilzmoserInstitute of Statistics and Mathematical Methods in Economics, Vienna University of Technology, Wiedner Hauptstraße 8-10, A-1040Vienna, AustriaView further author information
Pages 734-752 | Received 11 Aug 2015, Accepted 20 Apr 2016, Published online: 12 May 2016

Citations (12)

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Read on this site (1)

M. Templ, J. Gussenbauer & P. Filzmoser. (2020) Evaluation of robust outlier detection methods for zero-inflated complex data. Journal of Applied Statistics 47:7, pages 1144-1167.
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Articles from other publishers (11)

Shan Lu, Wenjing Wang & Rong Guan. (2024) Kent feature embedding for classification of compositional data with zeros. Statistics and Computing 34:2.
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Matthias TemplMatthias Templ. 2023. Visualization and Imputation of Missing Values. Visualization and Imputation of Missing Values 55 87 .
Matthias TemplMatthias Templ. 2023. Visualization and Imputation of Missing Values. Visualization and Imputation of Missing Values 325 362 .
Matthias Templ. 2022. Studies in Theoretical and Applied Statistics. Studies in Theoretical and Applied Statistics 151 166 .
Matthias Templ & Barbara Templ. (2021) Statistical Analysis of Chemical Element Compositions in Food Science: Problems and Possibilities. Molecules 26:19, pages 5752.
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Peter Filzmoser & Mariella Gregorich. (2020) Multivariate Outlier Detection in Applied Data Analysis: Global, Local, Compositional and Cellwise Outliers. Mathematical Geosciences 52:8, pages 1049-1066.
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Dorothea Dumuid, Željko Pedišić, Javier Palarea-Albaladejo, Josep Antoni Martín-Fernández, Karel Hron & Timothy Olds. (2020) Compositional Data Analysis in Time-Use Epidemiology: What, Why, How. International Journal of Environmental Research and Public Health 17:7, pages 2220.
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Athanasios Zigomitros, Fran Casino, Agusti Solanas & Constantinos Patsakis. (2020) A Survey on Privacy Properties for Data Publishing of Relational Data. IEEE Access 8, pages 51071-51099.
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Shuguang Zhou, Kefa Zhou, Jinlin Wang, Genfang Yang & Shanshan Wang. (2017) Application of cluster analysis to geochemical compositional data for identifying ore-related geochemical anomalies. Frontiers of Earth Science 12:3, pages 491-505.
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Peter Filzmoser, Karel Hron & Matthias TemplPeter Filzmoser, Karel Hron & Matthias Templ. 2018. Applied Compositional Data Analysis. Applied Compositional Data Analysis 245 272 .
Eva Fišerová, Sandra Donevska, Karel Hron, Ondřej Bábek & Kristýna Vaňkátová. (2016) Practical Aspects of Log-ratio Coordinate Representations in Regression with Compositional Response. Measurement Science Review 16:5, pages 235-243.
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