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Journal Articles
- 2024
[j13]Nikola Stefelová
, Javier Palarea-Albaladejo, Karel Hron, Ales Gába, Jan Dygrýn:
Compositional PLS biplot based on pivoting balances: an application to explore the association between 24-h movement behaviours and adiposity. Comput. Stat. 39(2): 835-863 (2024)- 2023
- [j12]Christian Genest, Karel Hron, Johanna Neslehová:
Orthogonal decomposition of multivariate densities in Bayes spaces and relation with their copula-based representation. J. Multivar. Anal. 198: 105228 (2023) - 2021
- [j11]Nikola Stefelová, Andreas Alfons, Javier Palarea-Albaladejo, Peter Filzmoser, Karel Hron:
Robust regression with compositional covariates including cellwise outliers. Adv. Data Anal. Classif. 15(4): 869-909 (2021) - [j10]Jitka Machalová, Renáta Talská, Karel Hron, Ales Gába:
Compositional splines for representation of density functions. Comput. Stat. 36(2): 1031-1064 (2021) - [j9]Nikola Stefelová, Javier Palarea-Albaladejo, Karel Hron:
Weighted pivot coordinates for partial least squares-based marker discovery in high-throughput compositional data. Stat. Anal. Data Min. 14(4): 315-330 (2021) - 2018
- [j8]Renáta Talská, Alessandra Menafoglio, Jitka Machalová, Karel Hron, Eva Fiserová:
Compositional regression with functional response. Comput. Stat. Data Anal. 123: 66-85 (2018) - 2017
- [j7]Karel Hron, Paula Brito, Peter Filzmoser:
Exploratory data analysis for interval compositional data. Adv. Data Anal. Classif. 11(2): 223-241 (2017) - 2016
- [j6]Karel Hron, Alessandra Menafoglio, Matthias Templ, Klara Hruzová, Peter Filzmoser:
Simplicial principal component analysis for density functions in Bayes spaces. Comput. Stat. Data Anal. 94: 330-350 (2016) - 2012
- [j5]Josep-Antoni Martín-Fernández, Karel Hron, Matthias Templ, Peter Filzmoser, Javier Palarea-Albaladejo:
Model-based replacement of rounded zeros in compositional data: Classical and robust approaches. Comput. Stat. Data Anal. 56(9): 2688-2704 (2012) - [j4]Peter Filzmoser, Karel Hron, Matthias Templ:
Discriminant analysis for compositional data and robust parameter estimation. Comput. Stat. 27(4): 585-604 (2012) - [j3]Peter Filzmoser, Karel Hron, Clemens Reimann:
Interpretation of multivariate outliers for compositional data. Comput. Geosci. 39: 77-85 (2012) - 2010
- [j2]Karel Hron, Matthias Templ, Peter Filzmoser:
Imputation of missing values for compositional data using classical and robust methods. Comput. Stat. Data Anal. 54(12): 3095-3107 (2010) - 2009
- [j1]Peter Filzmoser, Karel Hron, Clemens Reimann, Robert G. Garrett:
Robust factor analysis for compositional data. Comput. Geosci. 35(9): 1854-1861 (2009)
Conference and Workshop Papers
- 2014
- [c4]Ondrej Pavlacka, Karel Hron:
Interval Compositional Data: Problems and Possibilities. SMPS 2014: 29-36 - 2012
- [c3]Karel Hron, Peter Filzmoser:
Robust Diagnostics of Fuzzy Clustering Results Using the Compositional Approach. SMPS 2012: 245-253 - 2010
- [c2]Peter Filzmoser, Karel Hron:
Robust Methods for Compositional Data. COMPSTAT 2010: 79-88 - [c1]Karel Hron, Peter Filzmoser:
Elements of Robust Regression for Data with Absolute and Relative Information. SMPS 2010: 329-335
Informal and Other Publications
- 2024
- [i1]Jana Burkotová, Ivana Pavlu, Hiba Nassar, Jitka Machalová, Karel Hron:
Efficient spline orthogonal basis for representation of density functions. CoRR abs/2405.02231 (2024)
Coauthor Index
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