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Andreas Groll

Observed names: A. Groll, Andreas, Groll, Groll Andreas, Groll, Andreas, Groll, Andreas H.
ORCID: 0000-0001-6787-9118
Observed ORCID: 0000-0001-6787-9118
OpenAlex ID: A5089224585
Variable selection for generalized linear mixed models by L 1-penalized estimation
2012 · Andreas Groll, Gerhard Tutz · Statistics and Computing · 263
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Machine learning and conventional statistics: making sense of the differences
2022 · Christophe Ley, R. Kyle Martin, et al. · Knee Surgery Sports Traumatology Arthroscopy · 199
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Sex differences in injury rates in team-sport athletes: A systematic review and meta-regression analysis
2021 · Astrid Zech, Karsten Hollander, et al. · Journal of sport and health science/Journal of Sport and Health Science · 189
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A generalized additive model approach to time-to-event analysis
2018 · Andreas Bender, Andreas Groll, et al. · Statistical Modelling · 137
Nonprogressing HIV-infected children share fundamental immunological features of nonpathogenic SIV infection
2016 · Maximilian Muenchhoff, Emily Adland, et al. · Science Translational Medicine · 123
Artificial intelligence and machine learning: an introduction for orthopaedic surgeons
2021 · R. Kyle Martin, Christophe Ley, et al. · Knee Surgery Sports Traumatology Arthroscopy · 82
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Regularization approaches in clinical biostatistics: A review of methods and their applications
2022 · Sarah Friedrich, Andreas Groll, et al. · Statistical Methods in Medical Research · 74
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A hybrid random forest to predict soccer matches in international tournaments
2019 · Andreas Groll, Cristophe Ley, et al. · Journal of Quantitative Analysis in Sports · 71
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Tree-based ensembles for multi-output regression: Comparing multivariate approaches with separate univariate ones
2022 · Lena Schmid, Alexander Gerharz, et al. · Computational Statistics & Data Analysis · 56
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Malnutrition in HIV-Infected Children Is an Indicator of Severe Disease with an Impaired Response to Antiretroviral Therapy
2017 · Maximilian Muenchhoff, Michael Healy, et al. · AIDS Research and Human Retroviruses · 55
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Prediction of major international soccer tournaments based on team-specific regularized Poisson regression: An application to the FIFA World Cup 2014
2015 · Andreas Groll, Gunther Schauberger, et al. · Journal of Quantitative Analysis in Sports · 53
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Regularization for Generalized Additive Mixed Models by Likelihood-based Boosting
2012 · G. Tutz, A. Groll · Methods of Information in Medicine · 45
HIGH-FREQUENCY failure of combination antiretroviral therapy in paediatric HIV infection is associated with unmet maternal needs causing maternal NON-ADHERENCE
2020 · Jane R. Millar, Nomonde Bengu, et al. · EClinicalMedicine · 43
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Predicting matches in international football tournaments with random forests
2018 · Gunther Schauberger, Andreas Groll · Statistical Modelling · 41
Maximum isometric torque at individually-adjusted joint angles exceeds eccentric and concentric torque in lower extremity joint actions
2022 · Andreas Stotz, Ebrahem Maghames, et al. · BMC Sports Science Medicine and Rehabilitation · 39
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LASSO-type penalization in the framework of generalized additive models for location, scale and shape
2019 · Andreas Groll, Julien Hambuckers, et al. · Computational Statistics & Data Analysis · 38
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Intensity-based premium evaluation for unemployment insurance products
2013 · Francesca Biagini, Andreas Groll, et al. · Insurance Mathematics and Economics · 33
Sex-specific innate immune selection of HIV-1 in utero is associated with increased female susceptibility to infection
2020 · Emily Adland, Jane Millar, et al. · Nature Communications · 32
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On the dependency of soccer scores – a sparse bivariate Poisson model for the UEFA European football championship 2016
2018 · Andreas Groll, Thomas Kneib, et al. · Journal of Quantitative Analysis in Sports · 32
Evaluating diagnostic tests for bovine tuberculosis in the southern part of Germany: A latent class analysis
2017 · Valerie-Beau Pucken, Gabriela Knubben-Schweizer, et al. · PLoS ONE · 32
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Understanding the economic determinants of the severity of operational losses: A regularized generalized Pareto regression approach
2018 · Julien Hambuckers, Andreas Groll, et al. · Journal of Applied Econometrics · 31
Analysis of the importance of on-field covariates in the German Bundesliga
2017 · Gunther Schauberger, Andreas Groll, et al. · Journal of Applied Statistics · 31
A consistent two-factor model for pricing temperature derivatives
2016 · Andreas Groll, Brenda López-Cabrera, et al. · Energy Economics · 29
Early Initiation of Antiretroviral Therapy Following In Utero HIV Infection Is Associated With Low Viral Reservoirs but Other Factors Determine Viral Rebound
2021 · Jane R Millar, Nomonde Bengu, et al. · The Journal of Infectious Diseases · 28
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An HLA-I signature favouring KIR-educated Natural Killer cells mediates immune control of HIV in children and contrasts with the HLA-B-restricted CD8+ T-cell-mediated immune control in adults
2021 · Vinicius A. Vieira, Emily Adland, et al. · PLoS Pathogens · 27
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Works count: 148
Citation count: 2,506
H-index: 26
I10-index: 55
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