dr. (Andreas) A Alfons

Biography

Andreas Alfons is an Associate Professor at Erasmus School of Economics, Erasmus University Rotterdam. His research lies on the intersection of statistics, machine learning, and psychometrics, with an emphasis on data-driven regularization techniques as well as methods that are robust to outliers and deviations from model assumptions. He is an author and maintainer of several software packages for the open-source statistical computing environment R, and a proponent of open and responsible science. Currently, he is leading the NWO Vidi project "Robust Analysis of (Big) Rating-Scale Data in the Social Sciences", and he is involved in the interdisciplinary sectorplan project "The Influence of Digitalization on Work, Prosperity and Entrepreneurship" as a theme lead for the theme "Digital Decision Support". In addition, he is on the editorial team of the Journal of Statistical Software and the Journal of Data Science, Statistics, and Visualisation.

Erasmus School of Economics

Associate professor | Econometrics
Email
alfons@ese.eur.nl

Work

  • Savannah Boele, Natalie Terzikhan, Maarten Boksem, Wendy van de Sande, Silvan Licher & Andreas Alfons (27 oktober 2023) - CollectieveKracht takes home Open and Responsible Science award
  • Andreas Alfons (7 december 2022) - ERIM Open Science Award 2022 Winner: Andreas Alfons
  • Andreas Alfons & Antonio Schettino (18 januari 2022) - An example of open software and innovative academic publication in econometrics

  • Andreas Alfons (2025) - Joint Meeting Classification and Data Analysis Group (CLADAG) and Dutch/Flemish Classification Society (VOC)
  • Andreas Alfons (2024) - Aurore Archimbaud
  • Andreas Alfons (2024) - International Conference on Robust Statistics and Data Science, Statistics & Visualisation
  • Andreas Alfons (2024) - A machine learning approach for identifying the onset of careless responding in (online) surveys
  • Andreas Alfons (2024) - Toulouse Business School
  • Kathrin Gruber, Andreas Alfons, Achim Zeileis, Caroline Strobl & Florian Wickelmaier (2024) - International Workshop on Psychometric Computing
  • Andreas Alfons (2024) - Robust mediation analysis: From methodological advancements to easy and reproducible reporting
  • Andreas Alfons (2024) - Journal of Data Science, Statistics and Visualisation (Journal)
  • Julia Rose, Thomas Peeters & Andreas Alfons (2023) - Open science: What it means for economists
  • Andreas Alfons (2023) - Vienna University of Technology

  • 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

  • Gertjan van den Burg

    Algorithms for Multiclass Classification and Regularized Regression
  • Max Felix Orson Welz

    Robustifying the Analysis of Big Rating-Scale Data Against Outliers

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