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Anzahl der Publikationen: 36
Zeitschriftenartikel
Roessler, Anne S.; Oehm, Andreas W.; Knubben-Schweizer, Gabriela und Groll, Andreas
(2022):
A machine learning approach for modelling the occurrence of Galba truncatula as the major intermediate host for Fasciola hepatica in Switzerland.
In: Preventive Veterinary Medicine, Bd. 200, 105569
Millar, Jane R.; Bengu, Nomonde; Vieira, Vinicius A.; Adland, Emily; Roider, Julia; Muenchhoff, Maximilian; Fillis, Rowena; Sprenger, Kenneth; Ntlantsana, Vuyokazi; Fatti, Isabella; Archary, Moherndran; Groll, Andreas; Ismail, Nasreen; Garcia-Guerrero, Maria C.; Matthews, Philippa C.; Ndung'u, Thumbi; Puertas, Maria C.; Martinez-Picado, Javier und Goulder, Philip
(2021):
Early Initiation of Antiretroviral Therapy Following In Utero HIV Infection Is Associated With Low Viral Reservoirs but Other Factors Determine Viral Rebound.
In: Journal of Infectious Diseases, Bd. 224, Nr. 11: S. 1925-1934
Adland, Emily; Millar, Jane; Bengu, Nomonde; Münchhoff, Maximilian; Fillis, Rowena; Sprenger, Kenneth; Ntlantsana, Vuyokasi; Roider, Julia; Vieira, Vinicius; Govender, Katya; Adamson, John; Nxele, Nelisiwe; Ochsenbauer, Christina; Kappes, John; Mori, Luisa; Lobenstein, Jeroen van; Graza, Yeney; Chinniah, Kogielambal; Kapongo, Constant; Bhoola, Roopesh; Krishna, Malini; Matthews, Philippa C.; Penya Poderos, Ruth; Colomer Lluch, Marta; Carmen Puertas, Mari; Prado, Julia G.; McKerrow, Neil; Archary, Moherndran; Ndung'u, Thumbi; Groll, Andreas; Jooste, Pieter; Martinez-Picado, Javier; Altfeld, Marcus und Goulder, Philip
(2020):
Sex-specific innate immune selection of HIV-1 in utero is associated with increased female susceptibility to infection.
In: Nature Communications, Bd. 11, Nr. 1
[PDF, 1MB]
Millar, Jane R.; Bengu, Nomonde; Fillis, Rowena; Sprenger, Ken; Ntlantsana, Vuyokazi; Vieira, Vinicius A.; Khambati, Nisreen; Archary, Moherndran; Muenchhoff, Maximilian; Groll, Andreas; Grayson, Nicholas; Adamson, John; Govender, Katya; Dong, Krista; Kiepiela, Photini; Walker, Bruce D.; Bonsall, David; Connor, Thomas; Bull, Matthew J.; Nxele, Nelisiwe; Roider, Julia; Ismail, Nasreen; Adland, Emily; Puertas, Maria C.; Martinez-Picado, Javier; Matthews, Philippa C.; Ndung'u, Thumbi und Goulder, Philip
(2020):
HIGH-FREQUENCY failure of combination antiretroviral therapy in paediatric HIV infection is associated with unmet maternal needs causing maternal NON-ADHERENCE.
In: Eclinicalmedicine, Bd. 22, 100344
Roider, Julia; Porterfield, J. Zachary; Ogongo, Paul; Muenchhoff, Maximilian; Adland, Emily; Groll, Andreas; Morris, Lynn; Moore, Penny L.; Ndung'u, Thumbi; Kloverpris, Henrik; Goulder, Philip J. R. und Leslie, Alasdair
(2. Juli 2019):
Plasma IL-5 but Not CXCL13 Correlates With Neutralization Breadth in HIV-Infected Children.
In: Frontiers in Immunology, Bd. 10, 1497
[PDF, 863kB]
Roider, Julia; Ngoepe, Abigail; Muenchhoff, Maximilian; Adland, Emily; Groll, Andreas; Ndung'u, Thumbi; Kløverpris, Henrik; Goulder, Philip und Leslie, Alasdair
(12. Februar 2019):
Increased Regulatory T-Cell Activity and Enhanced T-Cell Homeostatic Signaling in Slow Progressing HIV-infected Children.
In: Frontiers in Immunology, Bd. 10, 213
[PDF, 2MB]
Schauberger, Gunther und Groll, Andreas
(2018):
Predicting matches in international football tournaments with random forests.
In: Statistical Modelling, Bd. 18, Nr. 5-6: S. 460-482
Groll, Andreas; Kneib, Thomas; Mayr, Andreas und Schauberger, Gunther
(2018):
On the dependency of soccer scores - a sparse bivariate Poisson model for the UEFA European football championship 2016.
In: Journal of Quantitative Analysis in Sports, Bd. 14, Nr. 2: S. 65-79
Bender, Andreas; Groll, Andreas und Scheipl, Fabian
(2018):
A generalized additive model approach to time-to-event analysis.
In: Statistical Modelling, Bd. 18, Nr. 3-4: S. 299-321
[PDF, 557kB]
Münchhoff, Maximilian; Healy, Michael; Singh, Ravesh; Roider, Julia; Groll, Andreas; Kindra, Chirjeev; Sibaya, Thobekile; Moonsamy, Angeline; McGregor, Callum; Phan, Michelle Q.; Palma, Alejandro; Kloverpris, Henrik; Leslie, Alasdair; Bobat, Raziya; LaRussa, Philip; Ndung'u, Thumbi; Goulder, Philip; Sobieszczyk, Magdalena E. und Archary, Mohendran
(2018):
Malnutrition in HIV-Infected Children Is an Indicator of Severe Disease with an Impaired Response to Antiretroviral Therapy.
In: Aids Research and Human Retroviruses, Bd. 34, Nr. 1: S. 46-55
Meid, Andreas D.; Groll, Andreas; Schieborr, Ulrich; Walker, Jochen und Haefeli, Walter E.
(2017):
How can we define and analyse drug exposure more precisely to improve the prediction of hospitalizations in longitudinal (claims) data?
In: European Journal of Clinical Pharmacology, Bd. 73, Nr. 3: S. 373-380
Groll, Andreas und Tutz, Gerhard
(2017):
Variable selection in discrete survival models including heterogeneity.
In: Lifetime Data Analysis, Bd. 23, Nr. 2: S. 305-338
Schauberger, Gunther; Groll, Andreas und Tutz, Gerhard
(2017):
Analysis of the importance of on-field covariates in the German Bundesliga.
In: Journal of Applied Statistics: S. 1-18
Groll, Andreas; Hastie, Trevor und Tutz, Gerhard
(2017):
Selection of Effects in Cox Frailty Models by Regularization Methods.
In: Biometrics, Bd. 73, Nr. 3: S. 846-856
Pucken, Valerie-Beau; Knubben-Schweizer, Gabriela; Döpfer, Dörte; Groll, Andreas; Hafner-Marx, Angela; Hörmansdorfer, Stefan; Sauter-Louis, Carola; Straubinger, Reinhard K.; Zimmermann, Pia und Hartnack, Sonja
(2017):
Evaluating diagnostic tests for bovine tuberculosis in the southern part of Germany: A latent class analysis.
In: PLOS One 12(6), e0179847 [PDF, 1MB]
In: PLOS One 12(6), e0179847 [PDF, 1MB]
Groll, Andreas; Lopez-Cabrera, Brenda und Meyer-Brandis, Thilo 
ORCID: https://orcid.org/0000-0002-6374-7983
(2016):
A consistent two-factor model for pricing temperature derivatives.
In: Energy Economics, Bd. 55: S. 112-126
ORCID: https://orcid.org/0000-0002-6374-7983
(2016):
A consistent two-factor model for pricing temperature derivatives.
In: Energy Economics, Bd. 55: S. 112-126
Meid, Andreas D.; Quinzler, Renate; Groll, Andreas; Wild, Beate; Saum, Kai-Uwe; Schöttker, Ben; Heider, Dirk; König, Hans-Helmut; Brenner, Hermann und Haefeli, Walter E.
(2016):
Longitudinal evaluation of medication underuse in older outpatients and its association with quality of life.
In: European Journal of Clinical Pharmacology, Bd. 72, Nr. 7: S. 877-885
Muenchhoff, Maximilian; Adland, Emily; Karimanzira, Owen; Crowther, Carol; Pace, Matthew; Csala, Anna; Leitman, Ellen; Moonsamy, Angeline; McGregor, Callum; Hurst, Jacob; Groll, Andreas; Mori, Masahiko; Sinmyee, Smruti; Thobakgale, Christina; Tudor-Williams, Gareth; Prendergast, Andrew J.; Kloverpris, Henrik; Roider, Julia; Leslie, Alasdair; Shingadia, Delane; Brits, Thea; Daniels, Samantha; Frater, John; Willberg, Christian B.; Walker, Bruce D.; Ndung'u, Thumbi; Jooste, Pieter; Moore, Penny L.; Morris, Lynn und Goulder, Philip
(2016):
Nonprogressing HIV-infected children share fundamental immunological features of nonpathogenic SIV infection.
In: Science Translational Medicine, Bd. 8, Nr. 358, 358ra125
Biagini, Francesca ORCID: https://orcid.org/0000-0001-9801-5259; Groll, Andreas und Widenmann, Jan
(2016):
Risk Minimization for Insurance Products via F-Doubly Stochastic Markov Chains.
In: Risks, Bd. 4, Nr. 3, 23
[PDF, 521kB]
ORCID: https://orcid.org/0000-0001-9801-5259; Groll, Andreas und Widenmann, Jan
(2016):
Risk Minimization for Insurance Products via F-Doubly Stochastic Markov Chains.
In: Risks, Bd. 4, Nr. 3, 23
[PDF, 521kB]
Groll, Andreas; Schauberger, Gunther und Tutz, Gerhard
(2015):
Prediction of major international soccer tournaments based on team-specific regularized Poisson regression: An application to the FIFA World Cup 2014.
In: Journal of Quantitative Analysis of Sports, Bd. 11, Nr. 2: S. 97-115
[PDF, 2MB]
Groll, Andreas ORCID: https://orcid.org/0000-0002-6628-3539 und Tutz, Gerhard ORCID: https://orcid.org/0000-0002-6628-3539
(2014):
Variable selection for generalized linear mixed models by L1-penalized estimation.
In: Statistics and Computing, Bd. 24, Nr. 2: S. 137-154
ORCID: https://orcid.org/0000-0002-6628-3539 und Tutz, Gerhard ORCID: https://orcid.org/0000-0002-6628-3539
(2014):
Variable selection for generalized linear mixed models by L1-penalized estimation.
In: Statistics and Computing, Bd. 24, Nr. 2: S. 137-154
Tutz, Gerhard ORCID: https://orcid.org/0000-0002-6628-3539 und Groll, Andreas ORCID: https://orcid.org/0000-0002-6628-3539
(2013):
Likelihood-Based Boosting in Binary and Ordinal Random Effects Models.
In: Journal of Computational and Graphical Statistics, Bd. 22, Nr. 2: S. 356-378
ORCID: https://orcid.org/0000-0002-6628-3539 und Groll, Andreas ORCID: https://orcid.org/0000-0002-6628-3539
(2013):
Likelihood-Based Boosting in Binary and Ordinal Random Effects Models.
In: Journal of Computational and Graphical Statistics, Bd. 22, Nr. 2: S. 356-378
Biagini, Francesca ORCID: https://orcid.org/0000-0001-9801-5259; Groll, Andreas und Widenmann, Jan
(2013):
Intensity-based premium evaluation for unemployment insurance products.
In: Insurance: Mathematics and Economics, Bd. 53, Nr. 1: S. 302-316
ORCID: https://orcid.org/0000-0001-9801-5259; Groll, Andreas und Widenmann, Jan
(2013):
Intensity-based premium evaluation for unemployment insurance products.
In: Insurance: Mathematics and Economics, Bd. 53, Nr. 1: S. 302-316
Groll, Andreas und Abedieh, Jasmin
(2013):
Spain retains its title and sets a new record – generalized linear mixed models on European football championships.
In: Journal of Quantitative Analysis in Sports, Bd. 9, Nr. 1: S. 51-66
Groll, Andreas und Tutz, Gerhard
(2012):
Variable Selection for Generalized Linear Mixed Models by $L_1$-Penalized Estimation.
In: Statistics and Computing: S. 1-18
Groll, Andreas ORCID: https://orcid.org/0000-0002-6628-3539 und Tutz, Gerhard
(2012):
Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting.
In: Methods of Information in Medicine, Bd. 51, Nr. 2: S. 168-77
ORCID: https://orcid.org/0000-0002-6628-3539 und Tutz, Gerhard
(2012):
Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting.
In: Methods of Information in Medicine, Bd. 51, Nr. 2: S. 168-77
Paper
Schauberger, Gunther; Groll, Andreas und Tutz, Gerhard
(25. August 2016):
Modeling Football Results in the German Bundesliga Using Match-specific Covariates.
Department of Statistics: Technical Reports, Nr. 197
[PDF, 560kB]
Groll, Andreas; Kneib, Thomas; Mayr, Andreas und Schauberger, Gunther
(22. Juli 2016):
Who’s the Favourite? – A Bivariate Poisson Model for the UEFA European Football Championship 2016.
Department of Statistics: Technical Reports, Nr. 195
[PDF, 588kB]
Groll, Andreas ORCID: https://orcid.org/0000-0002-6628-3539; Hastie, Trevor und Tutz, Gerhard ORCID: https://orcid.org/0000-0002-6628-3539
(25. Februar 2016):
Regularization in Cox Frailty Models.
Department of Statistics: Technical Reports, Nr. 191
[PDF, 8MB]
ORCID: https://orcid.org/0000-0002-6628-3539; Hastie, Trevor und Tutz, Gerhard ORCID: https://orcid.org/0000-0002-6628-3539
(25. Februar 2016):
Regularization in Cox Frailty Models.
Department of Statistics: Technical Reports, Nr. 191
[PDF, 8MB]
Groll, Andreas; Schauberger, Gunther und Tutz, Gerhard
(2. Juli 2014):
Brazil or Germany - who will win the trophy? Prediction of the FIFA World Cup 2014 based on team-specific regularized Poisson regression.
Department of Statistics: Technical Reports, Nr. 166
[PDF, 634kB]
Tutz, Gerhard und Groll, Andreas
(2014):
Variable Selection in Discrete Survival Models Including Heterogeneity.
Department of Statistics: Technical Reports, Nr. 167
[PDF, 571kB]
Abedieh, Jasmin; Groll, Andreas ORCID: https://orcid.org/0000-0002-6628-3539 und Eugster, Manuel J. A.
(8. Februar 2013):
Measuring Concentration in Data with an Exogenous Order.
Department of Statistics: Technical Reports, Nr. 140
[PDF, 484kB]
ORCID: https://orcid.org/0000-0002-6628-3539 und Eugster, Manuel J. A.
(8. Februar 2013):
Measuring Concentration in Data with an Exogenous Order.
Department of Statistics: Technical Reports, Nr. 140
[PDF, 484kB]
Groll, Andreas ORCID: https://orcid.org/0000-0002-6628-3539 und Tutz, Gerhard ORCID: https://orcid.org/0000-0002-6628-3539
(3. Juni 2011):
Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation.
Department of Statistics: Technical Reports, Nr. 108
[PDF, 4MB]
ORCID: https://orcid.org/0000-0002-6628-3539 und Tutz, Gerhard ORCID: https://orcid.org/0000-0002-6628-3539
(3. Juni 2011):
Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation.
Department of Statistics: Technical Reports, Nr. 108
[PDF, 4MB]
Groll, Andreas und Tutz, Gerhard
(Juni 2011):
Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting.
Department of Statistics: Technical Reports, Nr. 110
[PDF, 5MB]
Tutz, Gerhard und Groll, Andreas
(Dezember 2010):
Binary and Ordinal Random Effects Models Including Variable Selection.
Department of Statistics: Technical Reports, Nr. 97
[PDF, 1MB]
Buchbeitrag
Tutz, Gerhard ORCID: https://orcid.org/0000-0002-6628-3539 und Groll, Andreas
(2010):
Generalized linear mixed models based on boosting.
In: Kneib, Thomas (Hrsg.):
Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag, Springer. S. 197-215
ORCID: https://orcid.org/0000-0002-6628-3539 und Groll, Andreas
(2010):
Generalized linear mixed models based on boosting.
In: Kneib, Thomas (Hrsg.):
Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag, Springer. S. 197-215