Andreas Alfons

13 papers C 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient computation of sparse and robust maximum association estimators.
Comput. Stat. Data Anal.
Pia Pfeiffer, Andreas Alfons, Peter Filzmoser
2024 J jnl
Clusterpath Gaussian Graphical Modeling.
CoRR
Daniel J. W. Touw, Andreas Alfons, Patrick J. F. Groenen, Ines Wilms
2024 J jnl
Robust Matrix Completion for Discrete Rating-Scale Data.
CoRR
Aurore Archimbaud, Andreas Alfons, Ines Wilms
2022 J jnl
Robust Mediation Analysis: The
J. Stat. Softw.
Andreas Alfons, Nüfer Yasin Ates, Patrick J. F. Groenen
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
robustHD: An R package for robust regression with high-dimensional data.
J. Open Source Softw.
Andreas Alfons
2016 J jnl
Robust groupwise least angle regression.
Comput. Stat. Data Anal.
Andreas Alfons, Christophe Croux, Sarah Gelper
2016 J jnl
The shooting S-estimator for robust regression.
Comput. Stat.
Viktoria Öllerer, Andreas Alfons, Christophe Croux
2012 J jnl
Exploring incomplete data using visualization techniques.
Adv. Data Anal. Classif.
Matthias Templ, Andreas Alfons, Peter Filzmoser
2011 J jnl
Robust variable selection with application to quality of life research.
Stat. Methods Appl.
Andreas Alfons, Wolfgang E. Baaske, Peter Filzmoser, Wolfgang Mader, Roland Wieser
2011 J jnl
Simulation of close-to-reality population data for household surveys with application to EU-SILC.
Stat. Methods Appl.
Andreas Alfons, Stefan Kraft, Matthias Templ, Peter Filzmoser
2010 — conf
A Comparison of Robust Methods for Pareto Tail Modeling in the Case of Laeken Indicators.
SMPS
Andreas Alfons, Matthias Templ, Peter Filzmoser, Josef Holzer
2010 C conf
Disclosure Risk of Synthetic Population Data with Application in the Case of EU-SILC.
Privacy in Statistical Databases
Matthias Templ, Andreas Alfons