Associate professor Erasmus School of Economics Econometrics
- Location
- Burg. Oudlaan 50, Rotterdam
- Room
- ET-03
- alfons@ese.eur.nl
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Profile
- Andreas Alfons, NY (Nufer) Ates & Patrick Groenen (2022) - A robust bootstrap test for mediation analysis - Organizational Research Methods, 25 (3), 591-617 - doi: 10.1177/1094428121999096 - [link]
- Max Welz, Andreas Alfons, Mert Demirer & Victor Chernozhukov (2021) - GenericML: Generic Machine Learning Inference - [link]
- Andreas Alfons (2021) - robustHD: Robust Methods for High-Dimensional Data - [link]
- Andreas Alfons (2021) - perryExamples: Examples for Integrating Prediction Error Estimation into Regression Models - [link]
- Andreas Alfons (2021) - perry: Resampling-Based Prediction Error Estimation for Regression Models - [link]
- Andreas Alfons (2021) - robustHD: An R package for robust regression with high-dimensional data - Journal of Open Source Software, 6 (67) - doi: 10.21105/joss.03786
- Andreas Alfons (2021) - simFrame: Simulation Framework - [link]
- Andreas Alfons, Josef Holzer & Matthias Templ (2021) - laeken: Estimation of Indicators on Social Exclusion and Poverty - [link]
- Matthias Templ, Alexander Kowarik, Andreas Alfons, Gregor de Cillia & Wolfgang Rannetbauer (2021) - VIM: Visualization and Imputation of Missing Values - [link]
- Andreas Alfons (2021) - robmed: (Robust) Mediation Analysis - [link]
- N Stefelova, Andreas Alfons, J Palarea-Albaladejo, P Filzmoser & K Hron (2021) - Robust regression with compositional covariates including cellwise outliers - Advances in Data Analysis and Classification, 15 (4), 869-909 - doi: 10.1007/s11634-021-00436-9 - [link]
- Matthias Templ, Alexander Kowarik, Bernhard Meindl & Andreas Alfons (2020) - simPop: Simulation of Complex Synthetic Data Information - [link]
- Andreas Alfons (2019) - ccaPP: (Robust) Canonical Correlation Analysis via Projection Pursuit - [link]
- Andreas Alfons, C Croux & P Filzmoser (2017) - Robust maximum association measures - Journal of the American Statistical Association, 112 (517), 436-445 - doi: 10.1080/01621459.2016.1148609 - [link]
- Viktoria Öllerer, Andreas Alfons & Christophe Croux (2016) - The shooting S-estimator for robust regression - Computational Statistics, 31 (3), 829-844 - doi: 10.1007/s00180-015-0593-7 - [link]
- Andreas Alfons, C Croux & Sarah Gelper (2016) - Robust groupwise least angle regression - Computational Statistics & Data Analysis, 93, 421-435 - doi: 10.1016/j.csda.2015.02.007 - [link]
- Andreas Alfons, C Croux & P Filzmoser (2016) - Robust maximum association between data sets: The R package ccaPP - Austrian Journal of Statistics, 45 (1), 71-79 - doi: 10.17713/ajs.v45i1.90 - [link]
- Viktoria Öllerer, Christophe Croux & Andreas Alfons (2015) - The influence function of penalized regression estimators - Statistics, 49 (4), 741-765 - doi: 10.1080/02331888.2014.922563 - [link]
- Andreas Alfons & M Templ (2013) - Estimation of social exclusion indicators from complex surveys: The R package laeken - Journal of Statistical Software, 54 (15), 1-25 - doi: 10.18637/jss.v054.i15
- 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
Internship Hub
- Year
- 2022
- Course Code
- FEB63017
Machine Learning in Finance
- Year
- 2022
- Course Code
- FEM21045
Machine Learning
- Level
- master
- Year
- 2022
- Year Level
- master
- Course Code
- FEM31002
Thesis Hub Master Economics & Business
- Year
- 2022
- Course Code
- FEM61007