Karel Hron

Orcid: 0000-0002-1847-6598

According to our database1, Karel Hron authored at least 18 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Compositional PLS biplot based on pivoting balances: an application to explore the association between 24-h movement behaviours and adiposity.
Comput. Stat., April, 2024

Efficient spline orthogonal basis for representation of density functions.
CoRR, 2024

2023
Orthogonal decomposition of multivariate densities in Bayes spaces and relation with their copula-based representation.
J. Multivar. Anal., 2023

2021
Weighted pivot coordinates for partial least squares-based marker discovery in high-throughput compositional data.
Stat. Anal. Data Min., 2021

Compositional splines for representation of density functions.
Comput. Stat., 2021

Robust regression with compositional covariates including cellwise outliers.
Adv. Data Anal. Classif., 2021

2018
Compositional regression with functional response.
Comput. Stat. Data Anal., 2018

2017
Exploratory data analysis for interval compositional data.
Adv. Data Anal. Classif., 2017

2016
Simplicial principal component analysis for density functions in Bayes spaces.
Comput. Stat. Data Anal., 2016

2014
Interval Compositional Data: Problems and Possibilities.
Proceedings of the Strengthening Links Between Data Analysis and Soft Computing, 2014

2012
Interpretation of multivariate outliers for compositional data.
Comput. Geosci., 2012

Discriminant analysis for compositional data and robust parameter estimation.
Comput. Stat., 2012

Model-based replacement of rounded zeros in compositional data: Classical and robust approaches.
Comput. Stat. Data Anal., 2012

Robust Diagnostics of Fuzzy Clustering Results Using the Compositional Approach.
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.
Comput. Stat. Data Anal., 2010

Elements of Robust Regression for Data with Absolute and Relative Information.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Robust Methods for Compositional Data.
Proceedings of the 19th International Conference on Computational Statistics, 2010

2009
Robust factor analysis for compositional data.
Comput. Geosci., 2009


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