Karel Hron

19 papers Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Correspondence Analysis From the Viewpoint of Compositional Tables.
Stat. Anal. Data Min.
Kamila Facevicová, Peter Filzmoser, Karel Hron
2024 J jnl
Compositional PLS biplot based on pivoting balances: an application to explore the association between 24-h movement behaviours and adiposity.
Comput. Stat.
Nikola Stefelová, Javier Palarea-Albaladejo, Karel Hron, Ales Gába, Jan Dygrýn
2024 J jnl
Efficient spline orthogonal basis for representation of density functions.
CoRR
Jana Burkotová, Ivana Pavlu, Hiba Nassar, Jitka Machalová, Karel Hron
2023 J jnl
Orthogonal decomposition of multivariate densities in Bayes spaces and relation with their copula-based representation.
J. Multivar. Anal.
Christian Genest, Karel Hron, Johanna Neslehová
2021 J jnl
Compositional splines for representation of density functions.
Comput. Stat.
Jitka Machalová, Renáta Talská, Karel Hron, Ales Gába
2021 J jnl
Robust regression with compositional covariates including cellwise outliers.
Adv. Data Anal. Classif.
Nikola Stefelová, Andreas Alfons, Javier Palarea-Albaladejo, Peter Filzmoser, Karel Hron
2021 J jnl
Weighted pivot coordinates for partial least squares-based marker discovery in high-throughput compositional data.
Stat. Anal. Data Min.
Nikola Stefelová, Javier Palarea-Albaladejo, Karel Hron
2018 J jnl
Compositional regression with functional response.
Comput. Stat. Data Anal.
Renáta Talská, Alessandra Menafoglio, Jitka Machalová, Karel Hron, Eva Fiserová
2017 J jnl
Exploratory data analysis for interval compositional data.
Adv. Data Anal. Classif.
Karel Hron, Paula Brito, Peter Filzmoser
2016 J jnl
Simplicial principal component analysis for density functions in Bayes spaces.
Comput. Stat. Data Anal.
Karel Hron, Alessandra Menafoglio, Matthias Templ, Klara Hruzová, Peter Filzmoser
2014 — conf
Interval Compositional Data: Problems and Possibilities.
SMPS
Ondrej Pavlacka, Karel Hron
2012 J jnl
Discriminant analysis for compositional data and robust parameter estimation.
Comput. Stat.
Peter Filzmoser, Karel Hron, Matthias Templ
2012 J jnl
Interpretation of multivariate outliers for compositional data.
Comput. Geosci.
Peter Filzmoser, Karel Hron, Clemens Reimann
2012 J jnl
Model-based replacement of rounded zeros in compositional data: Classical and robust approaches.
Comput. Stat. Data Anal.
Josep-Antoni Martín-Fernández, Karel Hron, Matthias Templ, Peter Filzmoser, Javier Palarea-Albaladejo
2012 — conf
Robust Diagnostics of Fuzzy Clustering Results Using the Compositional Approach.
SMPS
Karel Hron, Peter Filzmoser
2010 — conf
Elements of Robust Regression for Data with Absolute and Relative Information.
SMPS
Karel Hron, Peter Filzmoser
2010 J jnl
Imputation of missing values for compositional data using classical and robust methods.
Comput. Stat. Data Anal.
Karel Hron, Matthias Templ, Peter Filzmoser
2010 — conf
Robust Methods for Compositional Data.
COMPSTAT
Peter Filzmoser, Karel Hron
2009 J jnl
Robust factor analysis for compositional data.
Comput. Geosci.
Peter Filzmoser, Karel Hron, Clemens Reimann, Robert G. Garrett