Andreas Alfons

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 6

Top Topics

Maximum Likelihood

Regression Methods

Image Derivatives

Top Venues

J. Stat. Softw.

Comput. Stat. Data Anal.

Publications

Daniel J. W. Touw, Andreas Alfons, Patrick J. F. Groenen, I. Wilms
Clusterpath Gaussian Graphical Modeling. CoRR (2024)
Andreas Alfons, Nüfer Yasin Ates, Patrick J. F. Groenen
Package robmed. J. Stat. Softw. 103 (13) (2022)
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)
Andreas Alfons
robustHD: An R package for robust regression with high-dimensional data. J. Open Source Softw. 6 (67) (2021)
Andreas Alfons, Christophe Croux, Sarah Gelper
Robust groupwise least angle regression. Comput. Stat. Data Anal. 93 (2016)
Viktoria Öllerer, Andreas Alfons, Christophe Croux
The shooting S-estimator for robust regression. Comput. Stat. 31 (3) (2016)
Matthias Templ, Andreas Alfons, Peter Filzmoser
Exploring incomplete data using visualization techniques. Adv. Data Anal. Classif. 6 (1) (2012)
Andreas Alfons, Stefan Kraft, Matthias Templ, Peter Filzmoser
Simulation of close-to-reality population data for household surveys with application to EU-SILC. Stat. Methods Appl. 20 (3) (2011)
Andreas Alfons, Wolfgang E. Baaske, Peter Filzmoser, Wolfgang Mader, Roland Wieser
Robust variable selection with application to quality of life research. Stat. Methods Appl. 20 (1) (2011)
Andreas Alfons, Matthias Templ, Peter Filzmoser, Josef Holzer
A Comparison of Robust Methods for Pareto Tail Modeling in the Case of Laeken Indicators. SMPS (2010)
Matthias Templ, Andreas Alfons
Disclosure Risk of Synthetic Population Data with Application in the Case of EU-SILC. Privacy in Statistical Databases (2010)