More information
Work
- Andreas Alfons & Max Welz (2024) - Open Science Perspectives on Machine Learning for the Identification of Careless Responding: A New Hope or Phantom Menace? - Social and Personality Psychology Compass, 18 (2) - doi: 10.1111/spc3.12941 - [link]
- Andreas Alfons, Aurore Archimbaud, Klaus Nordhausen & Anne Ruiz-Gazen (2024) - Tandem clustering with invariant coordinate selection - Econometrics and Statistics - doi: 10.1016/j.ecosta.2024.03.002 - [link]
- Andreas Alfons (2023) - robustHD: Robust Methods for High-Dimensional Data - [link]
- Aurore Archimbaud, Andreas Alfons, Klaus Nordhausen & Anne Ruiz-Gazen (2023) - ICSClust: Tandem Clustering with Invariant Coordinate Selection - [link]
- Klaus Nordhausen, Andreas Alfons, Aurore Archimbaud, Hannu Oja, Anne Ruiz-Gazen & David E. Tyler (2023) - ICS: Tools for Exploring Multivariate Data via ICS/ICA - [link]
- Andreas Alfons (2023) - robmed: (Robust) Mediation Analysis - [link]
- Andreas Alfons, Aurore Archimbaud & Vincent Drenth (2023) - robmedExtra: Extra Functionality for (Robust) Mediation Analysis - [link]
- Andreas Alfons (2023) - ROBMED: SPSS R extension bundle for robust mediation analysis - doi: 10.25397/eur.19354268.v2 - [link]
- Matthias Templ, Alexander Kowarik, Bernhard Meindl & Andreas Alfons (2022) - simPop: Simulation of Complex Synthetic Data Information - [link]
- Matthias Templ, Alexander Kowarik, Andreas Alfons, Gregor de Cillia & Wolfgang Rannetbauer (2022) - VIM: Visualization and Imputation of Missing Values - [link]
- Andreas Alfons (2024) - International Conference on Robust Statistics and Data Science, Statistics & Visualisation
- Kathrin Gruber, Andreas Alfons, Achim Zeileis, Caroline Strobl & Florian Wickelmaier (2024) - International Workshop on Psychometric Computing
- Andreas Alfons (2024) - Journal of Data Science, Statistics and Visualisation (Journal)
- Andreas Alfons (2023) - International Conference on Robust Statistics
- Andreas Alfons (2023) - Journal of Statistical Software (Journal)
- Andreas Alfons (2022) - International Conference of the ERCIM WG on Computational and Methodological Statistics
- Andreas Alfons, Patrick Groenen, Mark de Rooij, Carlo Cavicchia, Mikhail Zhelonkin & Max Welz (2021) - Data Science, Statistics & Visualisation and European Conference on Data Analysis
- Andreas Alfons & Mikhail Zhelonkin (2018) - Econometric Institute Workshop: Robust Statistics
- Andreas Alfons & Rainer Stütz (2016) - Austrian Journal of Statistics (Journal)
- Andreas Alfons (2022) - ERIM Open Science Award
- MFO (Max) Welz, A (Andreas) Alfons & K. (Kevin) ten Haaf (2021) - Open Mind Call 2021 Health and Technology
- A (Andreas) Alfons (2018) - NWO Vidi: Robust analysis of (big) rating-scale data in the social sciences
- Andreas Alfons (2017) - ESE Top Talent Researcher Award
Internship Hub
- Year
- 2024
- Course Code
- FEB63017
Machine Learning in Econometrics
- Year
- 2024
- Course Code
- FEM21045
Thesis Hub Master Economics & Business
- Year
- 2024
- Course Code
- FEM61007H
Machine Learning
- Year
- 2024
- Course Code
- FEM31002
