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Andreas Groll
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Variable selection for generalized linear mixed models by L1-penalized estimation
A Groll, G Tutz
Statistics and Computing 24 (2), 137-154, 2014
2962014
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
1282016
A generalized additive model approach to time-to-event analysis
A Bender, A Groll, F Scheipl
Statistical Modelling 18 (3-4), 299-321, 2018
932018
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
802022
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
662015
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
592019
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
522021
Regularization for generalized additive mixed models by likelihood-based boosting
A Groll, G Tutz
Methods of Information in Medicine 51 (02), 168-177, 2012
482012
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
452018
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
452018
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
452018
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
432017
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
412021
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
402019
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
402019
Predicting matches in international football tournaments with random forests
G Schauberger, A Groll
Statistical Modelling 18 (5-6), 460-482, 2018
402018
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
362018
Generalized linear mixed models based on boosting
G Tutz, A Groll
Statistical Modelling and Regression Structures, 197-215, 2010
352010
A consistent two-factor model for pricing temperature derivatives
A Groll, B Lopez-Cabrera, T Meyer-Brandis
Energy Economics 55, 112-126, 2016
302016
Spain retains its title and sets a new record–generalized linear mixed models on European football championships
A Groll, J Abedieh
Journal of Quantitative Analysis in Sports 9 (1), 51-66, 2013
302013
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