Karel Hron

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 9

Top Topics

Exploratory Data Analysis

Partial Least Squares

Kernel Density Approximation

Robust Regression

Top Venues

Comput. Stat. Data Anal.

Adv. Data Anal. Classif.

Stat. Anal. Data Min.

Publications

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) (2024)
Jana Burkotová, Ivana Pavlu, Hiba Nassar, Jitka Machalová, Karel Hron
Efficient spline orthogonal basis for representation of density functions. CoRR (2024)
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 (2023)
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) (2021)
Jitka Machalová, Renáta Talská, Karel Hron, Ales Gába
Compositional splines for representation of density functions. Comput. Stat. 36 (2) (2021)
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) (2021)
Renáta Talská, Alessandra Menafoglio, Jitka Machalová, Karel Hron, Eva Fiserová
Compositional regression with functional response. Comput. Stat. Data Anal. 123 (2018)
Karel Hron, Paula Brito, Peter Filzmoser
Exploratory data analysis for interval compositional data. Adv. Data Anal. Classif. 11 (2) (2017)
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 (2016)
Ondrej Pavlacka, Karel Hron
Interval Compositional Data: Problems and Possibilities. SMPS (2014)
Peter Filzmoser, Karel Hron, Clemens Reimann
Interpretation of multivariate outliers for compositional data. Comput. Geosci. 39 (2012)
Karel Hron, Peter Filzmoser
Robust Diagnostics of Fuzzy Clustering Results Using the Compositional Approach. SMPS (2012)
Peter Filzmoser, Karel Hron, Matthias Templ
Discriminant analysis for compositional data and robust parameter estimation. Comput. Stat. 27 (4) (2012)
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) (2012)
Karel Hron, Matthias Templ, Peter Filzmoser
Imputation of missing values for compositional data using classical and robust methods. Comput. Stat. Data Anal. 54 (12) (2010)
Peter Filzmoser, Karel Hron
Robust Methods for Compositional Data. COMPSTAT (2010)
Karel Hron, Peter Filzmoser
Elements of Robust Regression for Data with Absolute and Relative Information. SMPS (2010)
Peter Filzmoser, Karel Hron, Clemens Reimann, Robert G. Garrett
Robust factor analysis for compositional data. Comput. Geosci. 35 (9) (2009)