| Variable selection for generalized linear mixed models by L1-penalized estimation A Groll, G Tutz Statistics and Computing 24 (2), 137-154, 2014 | 337 | 2014 |
| Machine learning and conventional statistics: making sense of the differences C Ley, RK Martin, A Pareek, A Groll, R Seil, T Tischer Knee Surgery, Sports Traumatology, Arthroscopy, 1-5, 2022 | 140 | 2022 |
| Nonprogressing HIV-infected children share fundamental immunological features of nonpathogenic SIV infection M Muenchhoff, E Adland, O Karimanzira, C Crowther, M Pace, A Csala, ... Science translational medicine 8 (358), 358ra125-358ra125, 2016 | 139 | 2016 |
| A generalized additive model approach to time-to-event analysis A Bender, A Groll, F Scheipl Statistical Modelling 18 (3-4), 299-321, 2018 | 122 | 2018 |
| Sex differences in injury rates in team-sport athletes: a systematic review and meta-regression analysis A Zech, K Hollander, A Junge, S Steib, A Groll, J Heiner, F Nowak, ... Journal of sport and health science, 2021 | 103 | 2021 |
| A hybrid random forest to predict soccer matches in international tournaments A Groll, C Ley, G Schauberger, H Van Eetvelde Journal of Quantitative Analysis in Sports 15 (4), 271-287, 2019 | 80 | 2019 |
| Prediction of major international soccer tournaments based on team-specific regularized Poisson regression: An application to the FIFA World Cup 2014 A Groll, G Schauberger, G Tutz Journal of Quantitative Analysis in Sports 11 (2), 97-115, 2015 | 75 | 2015 |
| Artificial intelligence and machine learning: an introduction for orthopaedic surgeons RK Martin, C Ley, A Pareek, A Groll, T Tischer, R Seil Knee Surgery, Sports Traumatology, Arthroscopy, 1-4, 2021 | 59 | 2021 |
| Regularization for generalized additive mixed models by likelihood-based boosting A Groll, G Tutz Methods of Information in Medicine 51 (02), 168-177, 2012 | 55 | 2012 |
| Predicting matches in international football tournaments with random forests G Schauberger, A Groll Statistical Modelling 18 (5-6), 460-482, 2018 | 53 | 2018 |
| Malnutrition in HIV-infected children is an indicator of severe disease with an impaired response to antiretroviral therapy M Muenchhoff, M Healy, R Singh, J Roider, A Groll, C Kindra, T Sibaya, ... AIDS research and human retroviruses 34 (1), 46-55, 2018 | 52 | 2018 |
| Understanding the economic determinants of the severity of operational losses: A regularized generalized Pareto regression approach J Hambuckers, A Groll, T Kneib Journal of Applied Econometrics 33 (6), 898-935, 2018 | 51 | 2018 |
| Understanding the economic determinants of the severity of operational losses: A regularized generalized Pareto regression approach J Hambuckers, A Groll, T Kneib Journal of Applied Econometrics 33 (6), 898-935, 2018 | 51 | 2018 |
| Evaluating diagnostic tests for bovine tuberculosis in the southern part of Germany: a latent class analysis VB Pucken, G Knubben-Schweizer, D Döpfer, A Groll, A Hafner-Marx, ... PloS one 12 (6), 2017 | 50 | 2017 |
| LASSO-type penalization in the framework of generalized additive models for location, scale and shape A Groll, J Hambuckers, T Kneib, N Umlauf Computational Statistics & Data Analysis 140, 59-73, 2019 | 46 | 2019 |
| Lasso-type penalization in the framework of generalized additive models for location, scale and shape A Groll, J Hambuckers, T Kneib, Umlauf, Nikolaus Computational Statistics & Data Analysis, 2019 | 46 | 2019 |
| On the dependency of soccer scores–A sparse bivariate Poisson model for the UEFA European Football Championship 2016 A Groll, T Kneib, A Mayr, G Schauberger Journal of Quantitative Analysis in Sports 14 (2), 65-79, 2018 | 40 | 2018 |
| HIGH-FREQUENCY failure of combination antiretroviral therapy in paediatric HIV infection is associated with unmet maternal needs causing maternal NON-ADHERENCE JR Millar, N Bengu, R Fillis, K Sprenger, V Ntlantsana, VA Vieira, ... EClinicalMedicine, 100344, 2020 | 37 | 2020 |
| Analysis of the importance of on-field covariates in the German Bundesliga G Schauberger, A Groll, G Tutz Journal of Applied Statistics 45 (9), 1561-1578, 2018 | 36 | 2018 |
| Generalized linear mixed models based on boosting G Tutz, A Groll Statistical Modelling and Regression Structures, 197-215, 2010 | 36 | 2010 |
Thomas KneibChair of Statistics, Georg-August-University Göttingen確認したメール アドレス: uni-goettingen.de