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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
2052014
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
1062016
A generalized additive model approach to time-to-event analysis
A Bender, A Groll, F Scheipl
Statistical Modelling 18 (3-4), 299-321, 2018
482018
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
482015
glmmLasso: Variable selection for generalized linear mixed models by L1-penalized estimation
A Groll
R package version 1 (1), 2017
432017
Regularization for generalized additive mixed models by likelihood-based boosting
A Groll, G Tutz
Methods of Information in Medicine 51 (02), 168-177, 2012
372012
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
312019
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
312017
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
292018
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
292018
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
282018
Predicting matches in international football tournaments with random forests
G Schauberger, A Groll
Statistical Modelling 18 (5-6), 460-482, 2018
272018
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
262013
Generalized linear mixed models based on boosting
G Tutz, A Groll
Statistical Modelling and Regression Structures, 197-215, 2010
262010
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
252018
Longitudinal evaluation of medication underuse in older outpatients and its association with quality of life
AD Meid, R Quinzler, A Groll, B Wild, KU Saum, B Schöttker, D Heider, ...
European journal of clinical pharmacology 72 (7), 877-885, 2016
242016
A consistent two-factor model for pricing temperature derivatives
A Groll, B Lopez-Cabrera, T Meyer-Brandis
Energy Economics 55, 112-126, 2016
212016
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
192019
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
192019
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
172018
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