Andreas Alfons

According to our database, Andreas Alfons authored at least 13 papers between 2010 and 2025.

Collaborative distances:

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

2025

Efficient computation of sparse and robust maximum association estimators.

Pia Pfeiffer, Andreas Alfons, Peter Filzmoser

Comput. Stat. Data Anal., 2025

2024

Robust Matrix Completion for Discrete Rating-Scale Data.

Aurore Archimbaud, Andreas Alfons, Ines Wilms

CoRR, 2024

Clusterpath Gaussian Graphical Modeling.

Daniel J. W. Touw, Andreas Alfons, Patrick J. F. Groenen, Ines Wilms

CoRR, 2024

2022

Robust Mediation Analysis: The <i>R</i> Package robmed.

Andreas Alfons, Nüfer Yasin Ates, Patrick J. F. Groenen

J. Stat. Softw., 2022

2021

robustHD: An R package for robust regression with high-dimensional data.

Andreas Alfons

J. Open Source Softw., 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

2016

The shooting S-estimator for robust regression.

Viktoria Öllerer, Andreas Alfons, Christophe Croux

Comput. Stat., 2016

Robust groupwise least angle regression.

Andreas Alfons, Christophe Croux, Sarah Gelper

Comput. Stat. Data Anal., 2016

2012

Exploring incomplete data using visualization techniques.

Matthias Templ, Andreas Alfons, Peter Filzmoser

Adv. Data Anal. Classif., 2012

2011

Simulation of close-to-reality population data for household surveys with application to EU-SILC.

Andreas Alfons, Stefan Kraft, Matthias Templ, Peter Filzmoser

Stat. Methods Appl., 2011

Robust variable selection with application to quality of life research.

Andreas Alfons, Wolfgang E. Baaske, Peter Filzmoser, Wolfgang Mader, Roland Wieser

Stat. Methods Appl., 2011

2010

A Comparison of Robust Methods for Pareto Tail Modeling in the Case of Laeken Indicators.

Andreas Alfons, Matthias Templ, Peter Filzmoser, Josef Holzer

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

Disclosure Risk of Synthetic Population Data with Application in the Case of EU-SILC.

Matthias Templ, Andreas Alfons

Proceedings of the Privacy in Statistical Databases, 2010