| Sparse least trimmed squares regression for analyzing high-dimensional large data sets A Alfons, C Croux, S Gelper The Annals of Applied Statistics 7 (1), 226-248, 2013 | 279 | 2013 |
| VIM: Visualization and imputation of missing values M Templ, A Kowarik, A Alfons, G de Cillia, W Rannetbauer R package, 2022 | 161* | 2022 |
| Exploring incomplete data using visualization techniques M Templ, A Alfons, P Filzmoser Advances in Data Analysis and Classification 6 (1), 29-47, 2012 | 136 | 2012 |
| Simulation of close-to-reality population data for household surveys with application to EU-SILC A Alfons, S Kraft, M Templ, P Filzmoser Statistical Methods & Applications 20 (3), 383-407, 2011 | 115* | 2011 |
| Estimation of social exclusion indicators from complex surveys: The R package laeken A Alfons, M Templ Journal of Statistical Software 54 (15), 1-25, 2013 | 105 | 2013 |
| A robust bootstrap test for mediation analysis A Alfons, NY Ateş, PJF Groenen Organizational Research Methods 25 (3), 591-617, 2022 | 80 | 2022 |
| Robust estimation of economic indicators from survey samples based on Pareto tail modelling A Alfons, M Templ, P Filzmoser Journal of the Royal Statistical Society: Series C (Applied Statistics) 62 …, 2013 | 75 | 2013 |
| cvTools: Cross-validation tools for regression models A Alfons R package, 2024 | 71* | 2024 |
| An object-oriented framework for statistical simulation: The R package simFrame A Alfons, M Templ, P Filzmoser Journal of Statistical Software 37, 1-36, 2010 | 67 | 2010 |
| robustHD: Robust methods for high-dimensional data A Alfons R package, 2023 | 54* | 2023 |
| The shooting S-estimator for robust regression V Öllerer, A Alfons, C Croux Computational Statistics 31 (3), 829-844, 2016 | 53 | 2016 |
| Robust Maximum Association Estimators A Alfons, C Croux, P Filzmoser Journal of the American Statistical Association 112 (517), 436-445, 2017 | 31 | 2017 |
| The influence function of penalized regression estimators V Öllerer, C Croux, A Alfons Statistics 49 (4), 741-765, 2015 | 31 | 2015 |
| robustHD: An R package for robust regression with high-dimensional data A Alfons Journal of Open Source Software 6 (67), 3786, 2021 | 26 | 2021 |
| simFrame: Simulation framework A Alfons R package, 2021 | 25* | 2021 |
| Robust groupwise least angle regression A Alfons, C Croux, S Gelper Computational Statistics & Data Analysis 93, 421-435, 2016 | 22 | 2016 |
| Disclosure risk of synthetic population data with application in the case of EU-SILC M Templ, A Alfons International Conference on Privacy in Statistical Databases, 174-186, 2010 | 22 | 2010 |
| simPopulation: Simulation of synthetic populations for surveys based on sample data A Alfons, S Kraft R package, 2013 | 21 | 2013 |
| A comparison of robust methods for Pareto tail modeling in the case of Laeken indicators A Alfons, M Templ, P Filzmoser, J Holzer Combining Soft Computing and Statistical Methods in Data Analysis, 17-24, 2010 | 14 | 2010 |
| laeken: Estimation of indicators on social exclusion and poverty A Alfons, J Holzer, M Templ R package, 2024 | 12* | 2024 |
