Karel Hron

According to our database, Karel Hron authored at least 18 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Compositional PLS biplot based on pivoting balances: an application to explore the association between 24-h movement behaviours and adiposity.

Nikola Stefelová, Javier Palarea-Albaladejo, Karel Hron, Ales Gába, Jan Dygrýn

Comput. Stat., April, 2024

Efficient spline orthogonal basis for representation of density functions.

Jana Burkotová, Ivana Pavlu, Hiba Nassar, Jitka Machalová, Karel Hron

CoRR, 2024

2023

Orthogonal decomposition of multivariate densities in Bayes spaces and relation with their copula-based representation.

Christian Genest, Karel Hron, Johanna Neslehová

J. Multivar. Anal., 2023

2021

Weighted pivot coordinates for partial least squares-based marker discovery in high-throughput compositional data.

Nikola Stefelová, Javier Palarea-Albaladejo, Karel Hron

Stat. Anal. Data Min., 2021

Compositional splines for representation of density functions.

Jitka Machalová, Renáta Talská, Karel Hron, Ales Gába

Comput. Stat., 2021

Robust regression with compositional covariates including cellwise outliers.

Nikola Stefelová, Andreas Alfons, Javier Palarea-Albaladejo, Peter Filzmoser, Karel Hron

Adv. Data Anal. Classif., 2021

2018

Compositional regression with functional response.

Renáta Talská, Alessandra Menafoglio, Jitka Machalová, Karel Hron, Eva Fiserová

Comput. Stat. Data Anal., 2018

2017

Exploratory data analysis for interval compositional data.

Karel Hron, Paula Brito, Peter Filzmoser

Adv. Data Anal. Classif., 2017

2016

Simplicial principal component analysis for density functions in Bayes spaces.

Karel Hron, Alessandra Menafoglio, Matthias Templ, Klara Hruzová, Peter Filzmoser

Comput. Stat. Data Anal., 2016

2014

Interval Compositional Data: Problems and Possibilities.

Ondrej Pavlacka, Karel Hron

Proceedings of the Strengthening Links Between Data Analysis and Soft Computing, 2014

2012

Interpretation of multivariate outliers for compositional data.

Peter Filzmoser, Karel Hron, Clemens Reimann

Comput. Geosci., 2012

Discriminant analysis for compositional data and robust parameter estimation.

Peter Filzmoser, Karel Hron, Matthias Templ

Comput. Stat., 2012

Model-based replacement of rounded zeros in compositional data: Classical and robust approaches.

Josep-Antoni Martín-Fernández, Karel Hron, Matthias Templ, Peter Filzmoser, Javier Palarea-Albaladejo

Comput. Stat. Data Anal., 2012

Robust Diagnostics of Fuzzy Clustering Results Using the Compositional Approach.

Karel Hron, Peter Filzmoser

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

2010

Imputation of missing values for compositional data using classical and robust methods.

Karel Hron, Matthias Templ, Peter Filzmoser

Comput. Stat. Data Anal., 2010

Elements of Robust Regression for Data with Absolute and Relative Information.

Karel Hron, Peter Filzmoser

Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Robust Methods for Compositional Data.

Peter Filzmoser, Karel Hron

Proceedings of the 19th International Conference on Computational Statistics, 2010

2009

Robust factor analysis for compositional data.

Peter Filzmoser, Karel Hron, Clemens Reimann, Robert G. Garrett

Comput. Geosci., 2009