Publications

2024

• Chernikova, Olga; Stadler, Matthias; Melev, Ivan; Fischer, Frank (2024)
  Using machine learning for continuous updating of meta-analysis in educational context
  In: Computers in Human Behavior, Vol. 156 (full text available)
  
• Fischer-Abaigar, Unai; Kern, Christoph; Kreuter, Frauke (2024)
  The Missing Link: Allocation Performance in Causal Machine Learning
  
  
• Herrmann, Moritz; Kazempour, Daniyal; Scheipl, Fabian; Kröger, Peer (2024)
  Enhancing cluster analysis via topological manifold learning
  In: Data Mining and Knowledge Discovery, Vol. 38, No. 3: pp. 840-887 (full text available)
  
• Kern, Christoph; Kim, Michael; Zhou, Angela (2024)
  Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts
  
  
• Lin, Jie-sheng; Petrera, Agnese; Hauck, Stefanie M.; Müller, Christian L.; Peters, Annette; Thorand, Barbara (2024)
  Associations of Proteomics With Hypertension and Systolic Blood Pressure: KORA S4/F4/FF4 and KORA-Age1/Age2 Cohort Studies
  In: Hypertension, Vol. 81, No. 5: pp. 1156-1166 (full text available)
  
• Mandl, Maximilian M.; Hoffmann, Sabine; Bieringer, Sebastian; Jacob, Anna E.; Kraft, Marie; Lemster, Simon; Boulesteix, Anne-Laure (2024)
  Raising awareness of uncertain choices in empirical data analysis: A teaching concept toward replicable research practices
  In: PLOS Computational Biology, Vol. 20, No. 3 (full text available)
  
• Meyer, Jan Felix; Kauermann, Göran; Smith, Michael Stanley (2024)
  Interpretable modelling of retail demand and price elasticity for passenger flights using booking data
  In: Statistical Modelling, Vol. 24, No. 1: pp. 82-106 (full text available)
  
• Nalenz, Malte; Rodemann, Julian; Augustin, Thomas (2024)
  Learning de-biased regression trees and forests from complex samples
  In: Machine Learning, Vol. 113: pp. 3379-3398 (full text available)
  
• Nießl, Christina; Hoffmann, Sabine; Ullmann, Theresa; Boulesteix, Anne‐Laure (2024)
  Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experiment
  In: Biometrical Journal, Vol. 66, No. 1 (full text available)
  
• Rave, Martje; Kauermann, Göran (2024)
  The Skellam distribution revisited: Estimating the unobserved incoming and outgoing ICU COVID-19 patients on a regional level in Germany
  In: Statistical Modelling [forthcoming]
  
• Rodemann, Julian; Augustin, Thomas (2024)
  Imprecise Bayesian optimization
  In: Knowledge-Based Systems, Vol. 300 (full text available)
  
• Schalk, Daniel; Bischl, Bernd; Rügamer, David (2024)
  Privacy-preserving and lossless distributed estimation of high-dimensional generalized additive mixed models
  In: Statistics and Computing, Vol. 34, No. 1 (full text available)
  
• Schenk, Patrick Oliver; Kern, Christoph (2024)
  Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production
  
  

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2023

• Beck, Jacob (2023)
  Quality aspects of annotated data
  In: AStA Wirtschafts- und Sozialstatistisches Archiv, Vol. 17, No. 3-4: pp. 331-353 (full text available)
  
• Bischl, Bernd; Binder, Martin; Lang, Michel; Pielok, Tobias; Richter, Jakob; Coors, Stefan; Thomas, Janek; Ullmann, Theresa; Becker, Marc; Boulesteix, Anne‐Laure; Deng, Difan; Lindauer, Marius (2023)
  Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges
  In: WIREs Data Mining and Knowledge Discovery, Vol. 13, No. 2 (full text available)
  
• Dimmelmeier, Andreas (2023)
  Expanding the politics of measurement in sustainable finance: Reconceptualizing environmental, social and governance information as infrastructure
  In: Environment and Planning C: Politics and Space [forthcoming]
  
• Fahrmeir, Ludwig; Kauermann, Göran; Tutz, Gerhard; Windmann, Michael (2023)
  Spatial smoothing revisited: An application to rental data in Munich
  In: Statistical Modelling, Vol. 23, No. 5-6: pp. 480-494 (full text available)
  
• Fritz, Cornelius; Mehrl, Marius; Thurner, Paul W.; Kauermann, Göran (2023)
  All that glitters is not gold: Relational events models with spurious events
  In: Network Science, Vol. 11, No. 2: pp. 184-204 (full text available)
  
• Herrmann, Moritz; Pfisterer, Florian; Scheipl, Fabian (2023)
  A geometric framework for outlier detection in high‐dimensional data
  In: WIREs Data Mining and Knowledge Discovery, Vol. 13, No. 3 (full text available)
  
• Jeblick, Katharina; Schachtner, Balthasar; Dexl, Jakob; Mittermeier, Andreas; Stüber, Anna Theresa; Topalis, Johanna; Weber, Tobias; Wesp, Philipp; Sabel, Bastian Oliver; Ricke, Jens; Ingrisch, Michael (2023)
  ChatGPT makes medicine easy to swallow: an exploratory case study on simplified radiology reports
  In: European Radiology, Vol. 34: pp. 2817-2825 (full text available)
  
• Kauermann, Göran (2023)
  Buchrezension zu „Angewandte Data Science“ von Lothar Blum (Hrsg.)
  In: Wirtschaftsinformatik & Management, Vol. 15, No. 6: pp. 431-433 (full text available)
  
• Kauermann, Göran; Windmann, Michael (2023)
  Die Berücksichtigung von außergesetzlichen Merkmalen bei der Mietspiegelerstellung – Kausalität versus Vorhersage
  In: AStA Wirtschafts- und Sozialstatistisches Archiv, Vol. 17, No. 2: pp. 145-160 (full text available)
  
• Khazaei, Yeganeh; Küchenhoff, Helmut; Hoffmann, Sabine; Syliqi, Diella; Rehms, Raphael (2023)
  Using a Bayesian hierarchical approach to study the association between non-pharmaceutical interventions and the spread of Covid-19 in Germany
  In: Scientific Reports, Vol. 13: pp. 1-9 (full text available)
  
• Lebmeier, Elisabeth; Aßenmacher, Matthias; Heumann, Christian (2023)
  On the Current State of Reproducibility and Reporting of Uncertainty for Aspect-Based Sentiment Analysis
  Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2022, Grenoble, France, September 19--23, 2022, Proceedings, Part II, 19.9.22 - 23.9.22, Grenoble (full text available)
  
• Rügamer, David; Baumann, Philipp F. M.; Kneib, Thomas; Hothorn, Torsten (2023)
  Probabilistic time series forecasts with autoregressive transformation models
  In: Statistics and Computing, Vol. 33, No. 2 (full text available)
  
• Rügamer, David; Pfisterer, Florian; Bischl, Bernd; Grün, Bettina (2023)
  Mixture of experts distributional regression: implementation using robust estimation with adaptive first-order methods
  In: AStA Advances in Statistical Analysis [forthcoming]
  
• Schulze, Patrick; Wiegrebe, Simon; Thurner, Paul W.; Heumann, Christian; Aßenmacher, Matthias (2023)
  A Bayesian approach to modeling topic-metadata relationships
  In: AStA Advances in Statistical Analysis [forthcoming]
  
• Trinkaus, Oliver; Kauermann, Göran (2023)
  Can machine learning algorithms deliver superior models for rental guides?
  In: AStA Wirtschafts- und Sozialstatistisches Archiv, Vol. 17, No. 3-4: pp. 305-330 (full text available)
  
• Tutz, Gerhard; Jordan, Pascal (2023)
  Latent Trait Item Response Models for Continuous Responses
  In: Journal of Educational and Behavioral Statistics [forthcoming]
  

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2022

• Abraham, Martin; Collischon, Matthias; Grimm, Veronika; Kreuter, Frauke; Moser, Klaus; Niessen, Cornelia; Schnabel, Claus; Stephan, Gesine; Trappmann, Mark; Wolbring, Tobias (2022)
  COVID-19, normative attitudes and pluralistic ignorance in employer-employee relationships
  In: Journal for Labour Market Research, Vol. 56, No. 1
  
• Alas, Honey Dawn; Stoecker, Almond; Umlauf, Nikolaus; Senaweera, Oshada; Pfeifer, Sascha; Greven, Sonja; Wiedensohler, Alfred (2022)
  Pedestrian exposure to black carbon and PM2.5 emissions in urban hot spots: new findings using mobile measurement techniques and flexible Bayesian regression models
  In: Journal of Exposure Science and Environmental Epidemiology, Vol. 32, No. 4: pp. 604-614
  
• Au, Quay; Herbinger, Julia; Stachl, Clemens; Bischl, Bernd; Casalicchio, Giuseppe (2022)
  Grouped feature importance and combined features effect plot
  In: Data Mining and Knowledge Discovery, Vol. 36, No. 4: pp. 1401-1450
  
• Averesch, Nils J. H.; Shunk, Graham K.; Kern, Christoph (2022)
  Cultivation of the Dematiaceous Fungus Cladosporium sphaerospermum Aboard the International Space Station and Effects of Ionizing Radiation
  In: Frontiers in Microbiology, Vol. 13
  
• Balogh, Aniko; Harman, Anna; Kreuter, Frauke (2022)
  Real-Time Analysis of Predictors of COVID-19 Infection Spread in Countries in the European Union Through a New Tool
  In: International Journal of Public Health, Vol. 67
  
• Beaudry, Gabrielle; Drouin, Olivier; Gravel, Jocelyn; Smyrnova, Anna; Bender, Andreas; Orri, Massimiliano; Geoffroy, Marie-Claude; Chadi, Nicholas (2022)
  A comparative analysis of pediatric mental health-related emergency department utilization in Montreal, Canada, before and during the COVID-19 pandemic
  In: Annals of General Psychiatry, Vol. 21, No. 1
  
• Beck, Jacob; Eckman, Stephanie; Chew, Rob; Kreuter, Frauke (2022)
  Improving Labeling Through Social Science Insights: Results and Research Agenda
  24th International Conference on Human-Computer Interaction, HCII 2022, June 26 – July 1, 2022, Virtual Event
  
• Beckmann, Joscha; Czudaj, Robert L. (2022)
  Exchange rate expectation, abnormal returns, and the COVID-19 pandemic
  In: Journal of Economic Behavior & Organization, Vol. 196: pp. 1-25
  
• Berger, Ursula; Kauermann, Goeran; Küchenhoff, Helmut (2022)
  Discussion on On the role of data, statistics and decisions in a pandemic
  In: Asta-Advances in Statistical Analysis, Vol. 106, No. 3: pp. 387-390 (full text available)
  
• Berger, Ursula; Fritz, Cornelius; Kauermann, Göran (2022)
  Reihentestungen an Schulen können die Dunkelziffer von COVID-19 Infektionen unter Schülern signifikant senken
  In: Gesundheitswesen, Vol. 84, No. 6: pp. 495-502
  
• Betz, Dirk; Biniossek, Claudia; Blanchi, Christophe; Henninger, Felix; Lauer, Thomas; Wieder, Philipp; Wittenburg, Peter; Zunkeler, Martin (2022)
  Canonical Workflow for Experimental Research
  In: Data Intelligence, Vol. 4, No. 2: pp. 155-172
  
• Beutel, Manfred; Krakau, Lina; Kaufhold, Johannes; Bahrke, Ulrich; Grabhorn, Alexa; Hautzinger, Martin; Fiedler, Georg; Kallenbach-Kaminski, Lisa; Ernst, Mareike; Ruger, Bernhard; Leuzinger-Bohleber, Marianne (2022)
  Recovery from chronic depression and structural change: 5-year outcomes after psychoanalytic and cognitive-behavioural long-term treatments (LAC depression study)
  In: Clinical Psychology & Psychotherapy, Vol. 30, No. 1: pp. 188-201
  
• Brandl, Caroline; Zimmermann, Martina E.; Guenther, Felix; Dietl, Alexander; Kuechenhoff, Helmut; Loss, Julika; Stark, Klaus J.; Heid, Iris M. (2022)
  Changes in healthcare seeking and lifestyle in old aged individuals during COVID-19 lockdown in Germany: the population-based AugUR study
  In: BMC Geriatrics, Vol. 22, No. 1
  
• Brandl, Caroline; Günther, Felix; Zimmermann, Martina E.; Hartmann, Kathrin I.; Eberlein, Gregor; Barth, Teresa; Winkler, Thomas W.; Linkohr, Birgit; Heier, Margit; Peters, Annette; Li, Jeany Q.; Finger, Robert P.; Helbig, Horst; Weber, Bernhard H. F.; Küchenhoff, Helmut; Mueller, Arthur; Stark, Klaus J.; Heid, Iris M. (2022)
  Incidence, progression and risk factors of age-related macular degeneration in 35–95-year-old individuals from three jointly designed German cohort studies
  In: BMJ Open Ophthalmology, Vol. 7, No. 1 (full text available)
  
• Brinks, Ralph; Kuechenhoff, Helmut; Timm, Joerg; Kurth, Tobias; Hoyer, Annika (2022)
  Epidemiological measures for assessing the dynamics of the SARS-CoV-2-outbreak: Simulation study about bias by incomplete case-detection
  In: PLOS One, Vol. 17, No. 10
  
• Cosgarea, Raluca; Jepsen, Soren; Heumann, Christian; Batori-Andronescu, Ionela; Rosu, Alexandra; Bora, Raluca; Arweiler, Nicole B.; Eick, Sigrun; Sculean, Anton (2022)
  Clinical, microbiological, and immunological effects of 3-or 7-day systemic antibiotics adjunctive to subgingival instrumentation in patients with aggressive (Stage III/IV Grade C) periodontitis: A randomized placebo-controlled clinical trial
  In: Journal of Clinical Periodontology, Vol. 49, No. 11: pp. 1106-1120
  
• Czamara, Darina; Neufang, Alexa; Dieterle, Roman; Iurato, Stella; Arloth, Janine; Martins, Jade; Ising, Marcus; Binder, Elisabeth E.; Erhardt, Angelika (2022)
  Effects of stressful life-events on DNA methylation in panic disorder and major depressive disorder
  In: Clinical Epigenetics, Vol. 14, No. 1
  
• Czudaj, Robert L. (2022)
  Heterogeneity of beliefs and information rigidity in the crude oil market: Evidence from survey data
  In: European Economic Review, Vol. 143
  
• Dandl, Susanne; Pfisterer, Florian; Bischl, Bernd (2022)
  Multi-objective counterfactual fairness
  GECCO '22, Genetic and Evolutionary Computation Conference, July 9 - 13, 2022, Boston Massachusetts
  
• De Nicola, Giacomo; Kauermann, Göran (2022)
  An update on excess mortality in the second year of the COVID-19 pandemic in Germany
  In: AStA Wirtschafts- und Sozialstatistisches Archiv, Vol. 16, No. 1: pp. 21-24 (full text available)
  
• De Nicola, Giacomo; Schneble, Marc; Kauermann, Göran; Berger, Ursula (2022)
  Regional now- and forecasting for data reported with delay: toward surveillance of COVID-19 infections
  In: AStA Advances in Statistical Analysis, Vol. 106: pp. 407-426 (full text available)
  
• De Nicola, Giacomo; Kauermann, Göran; Höhle, Michael (2022)
  On assessing excess mortality in Germany during the COVID-19 pandemic
  In: AStA Wirtschafts- und Sozialstatistisches Archiv, Vol. 16, No. 1: pp. 5-20 (full text available)
  
• Einarsson, Hafsteinn; Sakshaug, Joseph W.; Cernat, Alexandru; Cornesse, Carina; Blom, Annelies G. (2022)
  Measurement equivalence in probability and nonprobability online panels
  In: International Journal of Market Research, Vol. 64, No. 4: pp. 484-505
  
• Einhauser, Sebastian; Peterhoff, David; Beileke, Stephanie; Guenther, Felix; Niller, Hans-Helmut; Steininger, Philipp; Knoell, Antje; Korn, Klaus; Berr, Melanie; Schuetz, Anja; Wiegrebe, Simon; Stark, Klaus J.; Gessner, Andre; Burkhardt, Ralph; Kabesch, Michael; Schedl, Holger; Kuechenhoff, Helmut; Pfahlberg, Annette B.; Heid, Iris M.; Gefeller, Olaf; Ueberla, Klaus; Wagner, Ralf (2022)
  Time Trend in SARS-CoV-2 Seropositivity, Surveillance Detection- and Infection Fatality Ratio until Spring 2021 in the Tirschenreuth County-Results from a Population-Based Longitudinal Study in Germany
  In: Viruses, Vol. 14, No. 6
  
• Faisal, Shahla; Heumann, Christian (2022)
  Bootstrap inference for weighted nearest neighbors imputation
  In: Communications in Statistics: Simulation and Computation, Vol. 51, No. 6: pp. 2842-2857
  
• Faisal, Shahla; Tutz, Gerhard (2022)
  Nearest neighbor imputation for categorical data by weighting of attributes
  In: Information Sciences, Vol. 592: pp. 306-319
  
• Farsani, Zahra Amini; Schmid, Volker J. (2022)
  Maximum Entropy Technique and Regularization Functional for Determining the Pharmacokinetic Parameters in DCE-MRI
  In: Journal of Digital Imaging, Vol. 35, No. 5: pp. 1176-1188 (full text available)
  
• Fischer, Kai R.; Solderer, Alex; Arlt, Kristina; Heumann, Christian; Liu, Chun Ching; Schmidlin, Patrick R. (2022)
  Bone envelope for implant placement after alveolar ridge preservation: a systematic review and meta-analysis
  In: International Journal of Implant Dentistry, Vol. 8, No. 1
  
• Fritz, Cornelius; De Nicola, Giacomo; Rave, Martje; Weigert, Maximilian; Khazaei, Yeganeh; Berger, Ursula; Küchenhoff, Helmut; Kauermann, Göran (2022)
  Statistical modelling of COVID-19 data: Putting generalized additive models to work
  In: Statistical Modelling [forthcoming]
  
• Fritz, Cornelius; Dorigatti, Emilio; Rügamer, David (2022)
  Combining graph neural networks and spatio-temporal disease models to improve the prediction of weekly COVID-19 cases in Germany
  In: Scientific Reports, Vol. 12 (full text available)
  
• Fritz, Cornelius; Mehrl, Marius; Thurner, Paul W.; Kauermann, Goeran (2022)
  All that glitters is not gold: Relational events models with spurious events
  In: Network Science, Vol. 11, No. Special issue 2: pp. 184-204
  
• Fritz, Cornelius; Mehrl, Marius; Thurner, Paul W.; Kauermann, Goeran (2022)
  The role of governmental weapons procurements in forecasting monthly fatalities in intrastate conflicts: a semiparametric hierarchical hurdle model
  In: International Interactions, Vol. 48, No. 4: pp. 778-799
  
• Gerdon, Frederic; Bach, Ruben L.; Kern, Christoph; Kreuter, Frauke (2022)
  Social impacts of algorithmic decision-making: A research agenda for the social sciences
  In: Big Data & Society, Vol. 9, No. 1
  
• Gertheiss, Jan; Scheipl, Fabian; Lauer, Tina; Ehrhardt, Harald (2022)
  Statistical inference for ordinal predictors in generalized additive models with application to Bronchopulmonary Dysplasia
  In: BMC Research Notes, Vol. 15, No. 1
  
• Ghada, Wael; Casellas, Enric; Herbinger, Julia; Garcia-Benadi, Albert; Bothmann, Ludwig; Estrella, Nicole; Bech, Joan; Menzel, Annette (2022)
  Stratiform and Convective Rain Classification Using Machine Learning Models and Micro Rain Radar
  In: Remote Sensing, Vol. 14, No. 18
  
• Gleiser, Patrick; Sakshaug, Joseph W.; Volkert, Marieke; Ellguth, Peter; Kohaut, Susanne; Moeller, Iris (2022)
  Introducing Web in a mixed-mode establishment survey: Effects on nonresponse
  In: Journal of the Royal Statistical Society / Series A (Statistics in Society), Vol. 185, No. 3: pp. 891-915
  
• Goodman, Alissa; Brown, Matt; Silverwood, Richard J.; Sakshaug, Joseph W.; Calderwood, Lisa; Williams, Joel; Ploubidis, George B. (2022)
  The impact of using the Web in a mixed-mode follow-up of a longitudinal birth cohort study: Evidence from the National Child Development Study
  In: Journal of the Royal Statistical Society / Series A (Statistics in Society), Vol. 185, No. 3: pp. 822-850
  
• Gorski, Mathias; Rasheed, Humaira; Teumer, Alexander; Thomas, Laurent F.; Graham, Sarah E.; Sveinbjornsson, Gardar; Winkler, Thomas W.; Guenther, Felix; Stark, Klaus J.; Chai, Jin-Fang; Tayo, Bamidele O.; Wuttke, Matthias; Li, Yong; Tin, Adrienne; Ahluwalia, Tarunveer S.; Arnlov, Johan; Asvold, Bjorn Olav; Bakker, Stephan J. L.; Banas, Bernhard; Bansal, Nisha; Biggs, Mary L.; Biino, Ginevra; Bohnke, Michael; Boerwinkle, Eric; Bottinger, Erwin P.; Brenner, Hermann; Brumpton, Ben; Carroll, Robert J.; Chaker, Layal; Chalmers, John; Chee, Miao-Li; Chee, Miao-Ling; Cheng, Ching-Yu; Chu, Audrey Y.; Ciullo, Marina; Cocca, Massimiliano; Cook, James P.; Coresh, Josef; Cusi, Daniele; de Borst, Martin H.; Degenhardt, Frauke; Eckardt, Kai-Uwe; Endlich, Karlhans; Evans, Michele K.; Feitosa, Mary F.; Franke, Andre; Freitag-Wolf, Sandra; Fuchsberger, Christian; Gampawar, Piyush; Gansevoort, Ron T.; Ghanbari, Mohsen; Ghasemi, Sahar; Giedraitis, Vilmantas; Gieger, Christian; Gudbjartsson, Daniel F.; Hallan, Stein; Hamet, Pavel; Hishida, Asahi; Ho, Kevin; Hofer, Edith; Holleczek, Bernd; Holm, Hilma; Hoppmann, Anselm; Horn, Katrin; Hutri-Kahonen, Nina; Hveem, Kristian; Hwang, Shih-Jen; Ikram, M. Arfan; Josyula, Navya Shilpa; Jung, Bettina; Kahonen, Mika; Karabegovic, Irma; Khor, Chiea-Chuen; Koenig, Wolfgang; Kramer, Holly; Kramer, Bernhard K.; Kuehnel, Brigitte; Kuusisto, Johanna; Laakso, Markku; Lange, Leslie A.; Lehtimaki, Terho; Li, Man; Lieb, Wolfgang; Lind, Lars; Lindgren, Cecilia M.; Loos, Ruth J. F.; Lukas, Mary Ann; Lyytikainen, Leo-Pekka; Mahajan, Anubha; Matias-Garcia, Pamela R.; Meisinger, Christa; Meitinger, Thomas; Melander, Olle; Milaneschi, Yuri; Mishra, Pashupati P.; Mononen, Nina; Morris, Andrew P.; Mychaleckyj, Josyf C.; Nadkarni, Girish N.; Naito, Mariko; Nakatochi, Masahiro; Nalls, Mike A.; Nauck, Matthias; Nikus, Kjell; Ning, Boting; Nolte, Ilja M.; Nutile, Teresa; O'Donoghue, Michelle L.; O'Connell, Jeffrey; Olafsson, Isleifur; Orho-Melander, Marju; Parsa, Afshin; Pendergrass, Sarah A.; Penninx, Brenda W. J. H.; Pirastu, Mario; Preuss, Michael H.; Psaty, Bruce M.; Raffield, Laura M.; Raitakari, Olli T.; Rheinberger, Myriam; Rice, Kenneth M.; Rizzi, Federica; Rosenkranz, Alexander R.; Rossing, Peter; Rotter, Jerome I.; Ruggiero, Daniela; Ryan, Kathleen A.; Sabanayagam, Charumathi; Salvi, Erika; Schmidt, Helena; Schmidt, Reinhold; Scholz, Markus; Schoettker, Ben; Schulz, Christina-Alexandra; Sedaghat, Sanaz; Shaffer, Christian M.; Sieber, Karsten B.; Sim, Xueling; Sims, Mario; Snieder, Harold; Stanzick, Kira J.; Thorsteinsdottir, Unnur; Stocker, Hannah; Strauch, Konstantin; Stringham, Heather M.; Sulem, Patrick; Szymczak, Silke; Taylor, Kent D.; Thio, Chris H. L.; Tremblay, Johanne; Vaccargiu, Simona; Harst, Pim van der; Most, Peter J. van der; Verweij, Niek; Volker, Uwe; Wakai, Kenji; Waldenberger, Melanie; Wallentin, Lars; Wallner, Stefan; Wang, Judy; Waterworth, Dawn M.; White, Harvey D.; Willer, Cristen J.; Wong, Tien-Yin; Woodward, Mark; Yang, Qiong; Yerges-Armstrong, Laura M.; Zimmermann, Martina; Zonderman, Alan B.; Bergler, Tobias; Stefansson, Kari; Boger, Carsten A.; Pattaro, Cristian; Koettgen, Anna; Kronenberg, Florian; Heid, Iris M. (2022)
  Genetic loci and prioritization of genes for kidney function decline derived from a meta-analysis of 62 longitudinal genome-wide association studies
  In: Kidney International, Vol. 102, No. 3: pp. 624-639
  
• Goschenhofer, Jann; Ragupathy, Pranav; Heumann, Christian; Bischl, Bernd; Aßenmacher, Matthias (2022)
  CC-Top: Constrained Clustering for Dynamic Topic Discovery
  Proceedings of the The First Workshop on Ever Evolving NLP (EvoNLP), 7.12.22 - 11.12.22, Abu Dhabi, UAE (full text available)
  
• Graf, Holger; Port, Henry; Schluechtermann, Georg (2022)
  Free CIR processes
  In: Infinite Dimensional Analysis Quantum Probability and Related Topics, Vol. 25, No. 3
  
• Grimm, Christian; Hainzl, Sebastian; Käser, Martin; Küchenhoff, Helmut (2022)
  Solving three major biases of the ETAS model to improve forecasts of the 2019 Ridgecrest sequence
  In: Stochastic Environmental Research and Risk Assessment, Vol. 36, No. 8: pp. 2133-2152 (full text available)
  
• Grimm, Christian; Kaeser, Martin; Hainzl, Sebastian; Pagani, Marco; Kuechenhoff, Helmut (2022)
  Improving Earthquake Doublet Frequency Predictions by Modified Spatial Trigger Kernels in the Epidemic-Type Aftershock Sequence (ETAS) Model
  In: Bulletin of the Seismological Society of America, Vol. 112, No. 1: pp. 474-493
  
• Gu, Jianwei; Deffner, Veronika; Kuechenhoff, Helmut; Pickford, Regina; Breitner, Susanne; Schneider, Alexandra; Kowalski, Michal; Peters, Annette; Lutz, Martin; Kerschbaumer, Andreas; Slama, Remy; Morelli, Xavier; Wichmann, Heinz-Erich; Cyrys, Josef (2022)
  Low emission zones reduced PM10 but not NO2 concentrations in Berlin and Munich, Germany
  In: Journal of Environmental Management, Vol. 302
  
• Guenther, Felix; Einhauser, Sebastian; Peterhoff, David; Wiegrebe, Simon; Niller, Hans Helmut; Beileke, Stephanie; Steininger, Philipp; Burkhardt, Ralph; Kuechenhoff, Helmut; Gefeller, Olaf; Ueberla, Klaus; Heid, Iris M.; Wagner, Ralf (2022)
  Higher Infection Risk among Health Care Workers and Lower Risk among Smokers Persistent across SARS-CoV-2 Waves-Longitudinal Results from the Population-Based TiKoCo Seroprevalence Study
  In: International Journal of Environmental Research and Public Health, Vol. 19, No. 24
  
• Haensch, Anna-Carolina; Weiß, Bernd; Steins, Patricia; Chyrva, Priscilla; Bitz, Katja (2022)
  The semi-automatic classification of an open-ended question on panel survey motivation and its application in attrition analysis
  In: Frontiers in Big Data, Vol. 5 (full text available)
  
• Haensch, Anna-Carolina; Bartlett, Jonathan; Weiß, Bernd (2022)
  Multiple imputation of partially observed covariates in discrete-time survival analysis
  In: Sociological Methods & Research [forthcoming]
  
• Hartl, Wolfgang H.; Kopper, Philipp; Bender, Andreas; Scheipl, Fabian; Day, Andrew G.; Elke, Gunnar; Küchenhoff, Helmut (2022)
  Protein intake and outcome of critically ill patients: analysis of a large international database using piece-wise exponential additive mixed models
  In: Critical care, Vol. 26 (full text available)
  
• Heinzelmann, Nora; Viet, Tran (2022)
  Extremists are more confident
  In: Erkenntnis
  
• Hyun, Sangwon; Mishra, Aditya; Follett, Christopher L.; Jonsson, Bror; Kulk, Gemma; Forget, Gael; Racault, Marie-Fanny; Jackson, Thomas; Dutkiewicz, Stephanie; Müller, Christian L.; Bien, Jacob (2022)
  Ocean mover's distance: using optimal transport for analysing oceanographic data
  In: Proceedings of the Royal Society of London, Series A : Mathematical, Physical and Engineering Sciences, Vol. 478, No. 2262
  
• Jansen, C.; Blocher, H.; Augustin, T.; Schollmeyer, G. (2022)
  Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty
  In: International Journal of Approximate Reasoning, Vol. 144: pp. 69-91
  
• Kagerl, Christian; Schierholz, Malte; Fitzenberger, Bernd (2022)
  Later one knows better: the over-reporting of short-time work in firm surveys
  In: Journal for Labour Market Research, Vol. 56, No. 1
  
• Karl, Marion; Kock, Florian; Bauer, Alexander; Ritchie, Brent W.; Assaf, A. George (2022)
  When the Future is Now: An Experimental Study on the Role of Future Thinking and Affective Forecasting in Accommodation Decision-Making
  In: Journal of Travel Research (full text available)
  
• Kern, Christoph; Gerdon, Frederic; Bach, Ruben L.; Keusch, Florian; Kreuter, Frauke (2022)
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  In: Patterns, Vol. 3, No. 10
  
• Keusch, Florian; Bähr, Sebastian; Haas, Georg-Christoph; Kreuter, Frauke; Trappmann, Mark; Eckman, Stephanie (2022)
  Non-participation in smartphone data collection using research apps
  In: Journal of the Royal Statistical Society / Series A (Statistics in Society), Vol. 185, No. SUPPL 2: pp. S225-S245
  
• Kevork, Sevag; Kauermann, Goeran (2022)
  Bipartite exponential random graph models with nodal random effects
  In: Social Networks, Vol. 70: pp. 90-99
  
• Kim, Michael P.; Kern, Christoph; Goldwasser, Shafi; Kreuter, Frauke; Reingold, Omer (2022)
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  In: Proceedings of the National Academy of Sciences of the United States of America, Vol. 119, No. 4
  
• Koch, Philipp; Aßenmacher, Matthias; Heumann, Christian (2022)
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  Proceedings of the Third Workshop on Insights from Negative Results in NLP, 26.05.2022, Dublin (full text available)
  
• Kupke, Alexandra; Volz, Asisa; Dietzel, Erik; Freudenstein, Astrid; Schmidt, Jörg; Shams-Eldin, Hosam; Jany, Sylvia; Sauerhering, Lucie; Krähling, Verena; Serra, Michelle Gellhorn; Herden, Christiane; Eickmann, Markus; Becker, Stephan; Sutter, Gerd (2022)
  Protective CD8+ T Cell Response Induced by Modified Vaccinia Virus Ankara Delivering Ebola Virus Nucleoprotein
  In: Vaccines, Vol. 10, No. 4
  
• Kuppler, Matthias; Kern, Christoph; Bach, Ruben L.; Kreuter, Frauke (2022)
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  In: Frontiers in Sociology, Vol. 7
  
• Kurz, Malte S.; Spanhel, Fabian (2022)
  Testing the simplifying assumption in high-dimensional vine copulas
  In: Electronic Journal of Statistics, Vol. 16, No. 2: pp. 5226-5276
  
• Küchenhoff, Helmut (2022)
  Handbook of Measurement Error Models
  In: Biometrical Journal, Vol. 64, No. 8: pp. 1498-1499
  
• Küfner, Benjamin; Sakshaug, Joseph W.; Zins, Stefan (2022)
  Analysing establishment survey non-response using administrative data and machine learning
  In: Journal of the Royal Statistical Society / Series A (Statistics in Society), Vol. 185, No. SUPPL 2: pp. S310-S342
  
• Küfner, Benjamin; Sakshaug, Joseph W.; Zins, Stefan (2022)
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  In: Journal for Labour Market Research, Vol. 56, No. 1
  
• Laugisch, Oliver; Auschill, Thorsten M.; Heumann, Christian; Sculean, Anton; Arweiler, Nicole B. (2022)
  Clinical Evaluation of a New Electronic Periodontal Probe: A Randomized Controlled Clinical Trial
  In: Diagnostics, Vol. 12, No. 1
  
• Lawes, Mario; Hetschko, Clemens; Sakshaug, Joseph W.; Grießemer, Stephan (2022)
  Contact Modes and Participation in App-Based Smartphone Surveys: Evidence From a Large-Scale Experiment
  In: Social Science Computer Review, Vol. 40, No. 5: pp. 1076-1092
  
• Li, Linwei; Matt, Paul-Amaury; Heumann, Christian (2022)
  Optimal liquidation of foreign currencies when FX rates follow a generalised Ornstein-Uhlenbeck process
  In: Applied Intelligence, Vol. 53, No. 2: pp. 1391-1404
  
• Liew, Bernard X. W.; Kovacs, Francisco M.; Rügamer, David; Royuela, Ana (2022)
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  In: European Spine Journal, Vol. 31, No. 8: pp. 2082-2091
  
• Lotto, Katrin; Nagler, Thomas; Radic, Mladjan (2022)
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  In: Electronics, Vol. 11, No. 24
  
• Mackeben, Jan; Sakshaug, Joseph W. (2022)
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  In: Journal of Survey Statistics and Methodology, Vol. 11, No. 5: pp. 1054-1088
  
• Maddu, Suryanarayana; Sturm, Dominik; Müller, Christian L.; Sbalzarini, Ivo F. (2022)
  Inverse Dirichlet weighting enables reliable training of physics informed neural networks
  In: Machine Learning: Science and Technology, Vol. 3, No. 1
  
• Mauerer, Ingrid; Tutz, Gerhard (2022)
  Heterogeneity in general multinomial choice models
  In: Statistical Methods and Applications, Vol. 32, No. 1: pp. 129-148
  
• Michaelis, Mary; Hirsiger, Constanze; Roux, Dominique; Schmidlin, Patrick Roger; Attin, Thomas; Domejean, Sophie; Hirsch, Christian; Heumann, Christian; Schaller, Hans-Günter; Gernhardt, Christian Ralf (2022)
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  In: Applied Sciences, Vol. 12, No. 9
  
• Mischkulnig, Mario; Kiesel, Barbara; Rötzer-Pejrimovsky, Thomas; Borkovec, Martin; Lang, Alexandra; Millesi, Matthias; Wadiura, Lisa I. I.; Hervey-Jumper, Shawn; Penninger, Josef M. M.; Berger, Mitchel S. S.; Widhalm, Georg; Erhart, Friedrich (2022)
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  In: Frontiers in Molecular Neuroscience, Vol. 15
  
• Mishra, Aditya K.; Mueller, Christian L. (2022)
  Negative binomial factor regression with application to microbiome data analysis
  In: Statistics in Medicine, Vol. 41, No. 15: pp. 2786-2803
  
• Mittermeier, Magdalena; Weigert, Maximilian; Rügamer, David; Küchenhoff, Helmut; Ludwig, Ralf (2022)
  A deep learning based classification of atmospheric circulation types over Europe: projection of future changes in a CMIP6 large ensemble
  In: Environmental Research Letters, Vol. 17, No. 8 (full text available)
  
• Moosbauer, Julia; Binder, Martin; Schneider, Lennart; Pfisterer, Florian; Becker, Marc; Lang, Michel; Kotthoff, Lars; Bischl, Bernd (2022)
  Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers
  In: IEEE Transactions on Evolutionary Computation (T-Evc), Vol. 26, No. 6: pp. 1336-1350
  
• Olbrich, Lukas; Kosyakova, Yuliya; Sakshaug, Joseph W. (2022)
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  In: Economics & Human Biology, Vol. 45
  
• Peng, Cheng; Kim, Young Shin; Mittnik, Stefan (2022)
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  In: Journal of Risk and Financial Management, Vol. 15, No. 5
  
• Radermacher, Walter J. (2022)
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  In: Asta-Advances in Statistical Analysis, Vol. 106, No. 3: pp. 391-397 (full text available)
  
• Ramjith, Jordache; Bender, Andreas; Roes, Kit C. B.; Jonker, Marianne A. (2022)
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• Rath, Katharina; Rügamer, David; Bischl, Bernd; Toussaint, Udo von; Rea, Cristina; Maris, Andrew; Granetz, Robert; Albert, Christopher G. (2022)
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• Rathe, Florian; Junker, Rüdiger; Heumann, Christian; Blumenroehr, Julia; Auschill, Thorsten; Arweilei, Nicole; Schlee, Markus (2022)
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• Rodemann, Julian; Augustin, Thomas (2022)
  Accounting for Gaussian Process Imprecision in Bayesian Optimization
  9th international symposium, IUKM 2022, March 18-19, 2022, Ishikawa, Japan
  
• Sakshaug, Joseph W.; Cernat, Alexandru; Silverwood, Richard J.; Ploubidis, George B.; Calderwood, Lisa (2022)
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  In: Survey Research Methods, Vol. 16, No. 1: pp. 29-43
  
• Schalk, Daniel; Bischl, Bernd; Ruegamer, David (2022)
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  In: Journal of Computational and Graphical Statistics, Vol. 32, No. 2: pp. 631-641
  
• Schauberger, Gunther; Tutz, Gerhard (2022)
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  In: Statistical Modelling, Vol. 22, No. 5: pp. 409-429
  
• Schneble, Marc; Kauermann, Goeran (2022)
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• Schneider, Lennart; Pfisterer, Florian; Thomas, Janek; Bischl, Bernd (2022)
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  GECCO '22: Genetic and Evolutionary Computation Conference, July 9-13, 2022, Boston Massachusetts (hybrid)
  
• Schneider, Lennart; Schäpermeier, Lennart; Prager, Raphael Patrick; Bischl, Bernd; Trautmann, Heike; Kerschke, Pascal (2022)
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  PPSN XVII. 17th International Conference, PPSN 2022, September 10–14, 2022, Dortmund, Germany
  
• Schneider, Lennart; Strobl, Carolin; Zeileis, Achim; Debelak, Rudolf (2022)
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  In: Behavior Research Methods, Vol. 54, No. 5: pp. 2101-2113
  
• Schwanhaeuser, Silvia; Sakshaug, Joseph W.; Kosyakova, Yuliya (2022)
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  In: Public Opinion Quarterly, Vol. 86, No. 1: pp. 51-81
  
• Seibold, Heidi; Czerny, Severin; Decke, Siona; Dieterle, Roman; Eder, Thomas; Fohr, Steffen; Hahn, Nico; Hartmann, Rabea; Heindl, Christoph; Kopper, Philipp; Lepke, Dario; Loidl, Verena; Mandl, Maximilian; Musiol, Sarah; Peter, Jessica; Piehler, Alexander; Rojas, Elio; Schmid, Stefanie; Schmidt, Hannah; Schmoll, Melissa; Schneider, Lennart; To, Xiao-Yin; Tran, Viet; Völker, Antje; Wagner, Moritz; Wagner, Joshua; Waize, Maria; Wecker, Hannah; Yang, Rui; Zellner, Simone; Nalenz, Malte (2022)
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  In: PLOS ONE, Vol. 16, No. 6 (full text available)
  
• Sonabend, Raphael; Bender, Andreas; Vollmer, Sebastian (2022)
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  In: Bioinformatics, Vol. 38, No. 17: pp. 4178-4184
  
• Striegel, Christoph; Biehler, Jonas; Wall, Wolfgang A.; Kauermann, Goeran (2022)
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• Thalmeier, Dominik; Miller, Gregor; Schneltzer, Elida; Hurt, Anja; Becker, Lore; Mueller, Christian L.; Maier, Holger; DeAngelis, Martin Hrabe (2022)
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• Tutz, Gerhard (2022)
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• Tutz, Gerhard (2022)
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• Tutz, Gerhard (2022)
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  In: Psychometrika, Vol. 87, No. 4: pp. 1238-1269 (full text available)
  
• Tutz, Gerhard; Berger, Moritz (2022)
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• Weber, Tobias; Ingrisch, Michael; Bischl, Bernd; Rügamer, David (2022)
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  MICCAI Workshop on Medical Applications with Disentanglements, 18. - 22. September 2022, Singapore (full text available)
  
• Weigert, Maximilian; Bauer, Alexander; Gernert, Johanna; Karl, Marion; Nalmpatian, Asmik; Kuechenhoff, Helmut; Schmude, Jürgen (2022)
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  In: Tourism Economics, Vol. 28, No. 5: pp. 1377-1400
  
• Winkler, Thomas W.; Rasheed, Humaira; Teumer, Alexander; Gorski, Mathias; Rowan, Bryce X.; Stanzick, Kira J.; Thomas, Laurent F.; Tin, Adrienne; Hoppmann, Anselm; Chu, Audrey Y.; Tayo, Bamidele; Thio, Chris H. L.; Cusi, Daniele; Chai, Jin-Fang; Sieber, Karsten B.; Horn, Katrin; Li, Man; Scholz, Markus; Cocca, Massimiliano; Wuttke, Matthias; Most, Peter J. van der; Yang, Qiong; Ghasemi, Sahar; Nutile, Teresa; Li, Yong; Pontali, Giulia; Guenther, Felix; Dehghan, Abbas; Correa, Adolfo; Parsa, Afshin; Feresin, Agnese; de Vries, Aiko P. J.; Zonderman, Alan B.; Smith, Albert; Oldehinkel, Albertine J.; De Grandi, Alessandro; Rosenkranz, Alexander R.; Franke, Andre; Teren, Andrej; Metspalu, Andres; Hicks, Andrew A.; Morris, Andrew P.; Toenjes, Anke; Morgan, Anna; Podgornaia, Anna I.; Peters, Annette; Koerner, Antje; Mahajan, Anubha; Campbell, Archie; Freedman, Barry I.; Spedicati, Beatrice; Ponte, Belen; Schoettker, Ben; Brumpton, Ben; Banas, Bernhard; Kraemer, Bernhard K.; Jung, Bettina; Asvold, Bjorn Olav; Smith, Blair H.; Ning, Boting; Penninx, Brenda W. J. H.; Vanderwerff, Brett R.; Psaty, Bruce M.; Kammerer, Candace M.; Langefeld, Carl D.; Hayward, Caroline; Spracklen, Cassandra N.; Robinson-Cohen, Cassianne; Hartman, Catharina A.; Lindgren, Cecilia M.; Wang, Chaolong; Sabanayagam, Charumathi; Heng, Chew-Kiat; Lanzani, Chiara; Khor, Chiea-Chuen; Cheng, Ching-Yu; Fuchsberger, Christian; Gieger, Christian; Shaffer, Christian M.; Schulz, Christina-Alexandra; Willer, Cristen J.; Chasman, Daniel I.; Gudbjartsson, Daniel F.; Ruggiero, Daniela; Toniolo, Daniela; Czamara, Darina; Porteous, David J.; Waterworth, Dawn M.; Mascalzoni, Deborah; Mook-Kanamori, Dennis O.; Reilly, Dermot F.; Daw, E. 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• Wippert, Pia-Maria; Puerto Valencia, Laura; Driesslein, David (2022)
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  In: Frontiers in Medicine, Vol. 9
  
• Zausinger, Pia; Schneider, Barbara M.; Bauer, Alexander; Erhard, Michael H.; Doering, Dorothea (2022)
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top

2021

• Aczel, Balazs; Szaszi, Barnabas; Nilsonne, Gustav; Akker, Olmo R. van den; Albers, Casper J.; Alm van Assen, Marcel; Bastiaansen, Jojanneke A.; Benjamin, Daniel; Boehm, Udo; Botvinik-Nezer, Rotem; Bringmann, Laura F.; Busch, Niko A.; Caruyer, Emmanuel; Cataldo, Andrea M.; Cowan, Nelson; Delios, Andrew; Dongen, Noah N. N. van; Donkin, Chris; Doorn, Johnny B. van; Dreber, Anna; Dutilh, Gilles; Egan, Gary F.; Gernsbacher, Morton Ann; Hoekstra, Rink; Hoffmann, Sabine; Holzmeister, Felix; Huber, Jürgen; Johannesson, Magnus; Jonas, Kai J.; Kindel, Alexander T.; Kirchler, Michael; Kunkels, Yoram K.; Lindsay, D. Stephen; Mangin, Jean-Francois; Matzke, Dora; Munafo, Marcus R.; Newell, Ben R.; Nosek, Brian A.; Poldrack, Russell A.; Ravenzwaaij, Don van; Rieskamp, Jorg; Salganik, Matthew J.; Sarafoglou, Alexandra; Schonberg, Tom; Schweinsberg, Martin; Shanks, David; Silberzahn, Raphael; Simons, Daniel J.; Spellman, Barbara A.; St.-Jean, Samuel; Starns, Jeffrey J.; Uhlmann, Eric Luis; Wicherts, Jelte; Wagenmakers, Eric-Jan (2021)
  Science Forum: Consensus-based guidance for conducting and reporting multi-analyst studies
  In: eLife, Vol. 10 (full text available)
  
• Ali, Mehboob; Kauermann, Göran (2021)
  A split questionnaire survey design in the context of statistical matching
  In: Statistical Methods and Applications, Vol. 30, No. 4: pp. 1219-1236
  
• Arweiler, Nicole Birgit; Müller-Breitenkamp, Friederike; Heumann, Christian; Laugisch, Oliver; Auschill, Thorsten M. (2021)
  Antibacterial Action, Substantivity and Anti-plaque Effect of Different Toothpaste Slurries - A Randomised Controlled Trial
  In: Oral Health & Preventive Dentistry, Vol. 19, No. 1: pp. 529-536
  
• Astley, Christina M.; Tuli, Gaurav; Mc Cord, Kimberly A.; Cohn, Emily L.; Rader, Benjamin; Varrelman, Tanner J.; Chiu, Samantha L.; Deng, Xiaoyi; Stewart, Kathleen; Farag, Tamer H.; Barkume, Kristina M.; LaRocca, Sarah; Morris, Katherine A.; Kreuter, Frauke; Brownstein, John S. (2021)
  Global monitoring of the impact of the COVID-19 pandemic through online surveys sampled from the Facebook user base
  In: Proceedings of the National Academy of Sciences of the United States of America, Vol. 118, No. 51
  
• Aßenmacher, Matthias; Corvonato, Alessandra; Heumann, Christian (2021)
  Re-Evaluating GermEval17 Using German Pre-Trained Language Models
  Proceedings of the Swiss Text Analytics Conference 2021, 14.06.2021, Winterthur, Switzerland (Online) (full text available)
  
• Aßenmacher, Matthias; Schulze, Patrick; Heumann, Christian (2021)
  Benchmarking down-scaled (not so large) pre-trained language models
  Proceedings of the 17th Conference on Natural Language Processing (KONVENS 2021), 6. - 9. September, Düsseldorf, Germany (full text available)
  
• Baccelli, Jean; Schollmeyer, Georg; Jansen, Christoph (2021)
  Risk aversion over finite domains
  In: Theory and Decision, Vol. 93, No. 2: pp. 371-397
  
• Badillo-Goicoechea, Elena; Chang, Ting-Hsuan; Kim, Esther; LaRocca, Sarah; Morris, Katherine; Deng, Xiaoyi; Chiu, Samantha; Bradford, Adrianne; Garcia, Andres; Kern, Christoph; Cobb, Curtiss; Kreuter, Frauke; Stuart, Elizabeth A. (2021)
  Global trends and predictors of face mask usage during the COVID-19 pandemic
  In: Springer Nature Public Health, Vol. 21, No. 1
  
• Bauer, Paul C.; Gerdon, Frederic; Keusch, Florian; Kreuter, Frauke; Vannette, David (2021)
  Did the GDPR increase trust in data collectors? Evidence from observational and experimental data
  In: Information Communication & Society, Vol. 25, No. 14: pp. 2101-2121
  
• Bauer, Verena; Harhoff, Dietmar; Kauermann, Goeran (2021)
  A smooth dynamic network model for patent collaboration data
  In: Asta-Advances in Statistical Analysis, Vol. 106, No. 1: pp. 97-116
  
• Baumann, Philipp F. M.; Hothorn, Torsten; Rügamer, David (2021)
  Deep Conditional Transformation Models
  In: Oliver, Nuria; Pérez-Cruz, Fernando; Kramer, Stefan; Read, Jesse; Lozano, José A. (eds.): Machine Learning and Knowledge Discovery in Databases. Research Track. European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part III. Lecture Notes in Computer Science (LNAI); Vol. 12977. Cham: Springer. pp. 3-18
  
• Beckmann, Joscha; Czudaj, Robert L. (2021)
  Fiscal policy uncertainty and its effects on the real economy: German evidence
  In: Oxford Economic Papers-New Series, Vol. 73, No. 4: pp. 1516-1535
  
• Bender, Andreas; Rügamer, David; Scheipl, Fabian; Bischl, Bernd (2021)
  A General Machine Learning Framework for Survival Analysis
  In: Hutter, Frank; Kersting, Kristian; Lijffijt, Jefrey; Valera, Isabel (eds.): Machine Learning and Knowledge Discovery in Databases. European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part III. Lecture Notes in Computer Science (LNCS); Vol. 12459. Cham: Springer. pp. 158-173
  
• Berninger, Christoph; Pfeiffer, Julian (2021)
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  In: European Actuarial Journal, Vol. 11, No. 2: pp. 677-705
  
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