Publications

2025

• Aleksic, Milena; Ehring, Thomas; Kunze, Anna Elisabeth; Han, Yichen; Funk, Henri; Wolkenstein, Larissa (2025)
  Selective Effects of Eye Movement Desensitization and Reprocessing, Imagery Rescripting and Imaginal Exposure on Voluntary and Involuntary Memory of an Aversive Autobiographical Event
  
  
• Aleksic, Milena; Ehring, Thomas; Kunze, Anna Elisabeth; Han, Yichen; Funk, Henri; Wolkenstein, Larissa (2025)
  Selective Effects of Eye Movement Desensitization and Reprocessing, Imagery Rescripting and Imaginal Exposure on Voluntary and Involuntary Memory of an Aversive Autobiographical Event
  
  
• Blocher, Hannah; Schollmeyer, Georg (2025)
  Data depth functions for non-standard data by use of formal concept analysis
  In: Journal of Multivariate Analysis, Vol. 205 (full text available)
  
• Eckman, Stephanie; Ma, Bolei; Kern, Christoph; Chew, Rob; Plank, Barbara; Kreuter, Frauke (2025)
  Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR)
  
  
• Fischer-Abaigar, Unai; Kern, Christoph; Perdomo, Juan Carlos (2025)
  The Value of Prediction in Identifying the Worst-Off
  
  

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2024

• Arnold, Christian; Biedebach, Luka; Küpfer, Andreas; Neunhoeffer, Marcel (2024)
  The role of hyperparameters in machine learning models and how to tune them
  In: Political Science Research and Methods, Vol. 12, No. 4: pp. 841-848 (full text available)
  
• 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)
  
• Classe, Franz; Kern, Christoph; Debelak, Rudolf (2024)
  Score-Based Tests for Parameter Instability in Ordinal Factor Models
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• Collins, John; Kern, Christoph (2024)
  Longitudinal nonresponse prediction with time series machine learning
  In: Journal of Survey Statistics and Methodology : JSSAM [forthcoming]
  
• F. Junquera, Álvaro; Kern, Christoph (2024)
  From rules to forests: rule-based versus statistical models for jobseeker profiling
  (full text available)
  
• Fischer-Abaigar, Unai; Kern, Christoph; Barda, Noam; Kreuter, Frauke (2024)
  Bridging the gap: Towards an expanded toolkit for AI-driven decision-making in the public sector
  In: Government Information Quarterly, Vol. 41, No. 4: pp. 1-22
  
• Fischer-Abaigar, Unai; Kern, Christoph; Kreuter, Frauke (2024)
  The Missing Link: Allocation Performance in Causal Machine Learning
  
  
• Haensch, Anna-Carolina; Schunck, Reinhard (2024)
  Multiple Imputation for Systematically Missing Partner Variables in Survey Data
  In: Sociological Methodology [forthcoming]
  
• 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
  
  
• Lebacher, Michael; Kauermann, Göran (2024)
  Regression‐based network‐flow and inner‐matrix reconstruction
  In: Scandinavian Journal of Statistics, Vol. 51, No. 4: pp. 1730-1748 (full text available)
  
• 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.; Becker-Pennrich, Andrea S.; Hinske, Ludwig C.; Hoffmann, Sabine; Boulesteix, Anne-Laure (2024)
  Addressing researcher degrees of freedom through minP adjustment
  In: BMC Medical Research Methodology, Vol. 24 (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)
  
• Schalk, Daniel; Rehms, Raphael; Hoffmann, Verena S.; Bischl, Bernd; Mansmann, Ulrich (2024)
  Distributed non-disclosive validation of predictive models by a modified ROC-GLM
  In: BMC Medical Research Methodology, Vol. 24 (full text available)
  
• Schenk, Patrick Oliver; Kern, Christoph (2024)
  Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production
  
  
• Schenk, Patrick Oliver; Kern, Christoph Connecting algorithmic fairness to quality dimensions in machine learning in official statistics and survey production
  In: AStA Wirtschafts- und Sozialstatistisches Archiv, Vol. 18: pp. 131-184 (full text available)
  
• Scholbeck, Christian A.; Casalicchio, Giuseppe; Molnar, Christoph; Bischl, Bernd; Heumann, Christian (2024)
  Marginal effects for non-linear prediction functions
  In: Data Mining and Knowledge Discovery, Vol. 38, No. 5: pp. 2997-3042 (full text available)
  
• Schomaker, Michael; Denti, Paolo; Bienczak, Andrzej; Burger, David; Díaz, Iván; Gibb, Diana M.; Walker, Ann Sarah; McIlleron, Helen (2024)
  Determining Targets for Antiretroviral Drug Concentrations: A Causal Framework Illustrated With Pediatric Efavirenz Data From the CHAPAS‐3 Trial
  In: Pharmacoepidemiology and Drug Safety, Vol. 33, No. 12 (full text available)
  
• Schomaker, Michael; McIlleron, Helen; Denti, Paolo; Díaz, Iván (2024)
  Causal Inference for Continuous Multiple Time Point Interventions
  In: Statistics in Medicine, Vol. 43, No. 28: pp. 5380-5400 (full text available)
  

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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)
  
• Couckuy, Ivo; Rojas-Gonzalez, Sebastian; Branke, Juergen; Bischl, Bernd (2023)
  Bayesian Optimization
  Genetic and Evolutionary Computation Conference (GECCO), 15. - 19. Juli 2023, Lisbon, Portugal
  
• Dandl, Susanne; Casalicchio, Giuseppe; Bischl, Bernd; Bothmann, Ludwig (2023)
  Interpretable Regional Descriptors: Hyperbox-Based Local Explanations
  ECML PKDD 2023, September 18 -22 2023, Torino, Italy
  
• Deng, Difan; Karl, Florian; Hutter, Frank; Bischl, Bernd; Lindauer, Marius (2023)
  Efficient Automated Deep Learning for Time Series Forecasting
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 19 - 23 September 2022, Grenoble, France
  
• 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)
  
• Feurer, Matthias; Eggensperger, Katharina; Bergman, Edward; Pfisterer, Florian; Bischl, Bernd; Hutter, Frank (2023)
  Mind the Gap: Measuring Generalization Performance Across Multiple Objectives
  21st International Symposium on Intelligent Data Analysis (IDA), 12.-14.April 2023, Louvain la Neuve, Belgium
  
• 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)
  
• Goschenhofer, Jann; Bischl, Bernd; Kira, Zsolt (2023)
  ConstraintMatch for Semi-constrained Clustering
  International Joint Conference on Neural Networks (IJCNN), 18. - 23. Juni 2023, Gold Coast, Australia
  
• 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)
  
• Rauch, Lukas; Aßenmacher, Matthias; Huseljic, Denis; Wirth, Moritz; Bischl, Bernd; Sick, Bernhard (2023)
  ActiveGLAE: A Benchmark for Deep Active Learning with Transformers
  European Conference, ECML PKDD 2023, September 18–22, 2023, Turin, Italy
  
• Rodemann, Julian (2023)
  Pseudo-Label Selection Is a Decision Problem
  KI 2023 – 46th German Conference on Artificial Intelligence, September 26–29, 2023, Berlin, Germany
  
• Rodemann, Julian; Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (2023)
  In All Likelihoods. Robust Selection of Pseudo-Labeled Data
  13th International Symposium on Imprecise Probabilities - Theories and Applications (ISIPTA), 11. - 14. Juli 2023, Oviedo, Spain
  
• 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; Bender, Andreas; Wiegrebe, Simon; Racek, Daniel; Bischl, Bernd; Müller, Christian L.; Stachl, Clemens (2023)
  Factorized Structured Regression for Large-Scale Varying Coefficient Models
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 19. - 23. September 2022, Grenoble, France
  
• 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]
  
• Scheppach, Amadeu; Gündüz, Hüseyin Anil; Dorigatti, Emilio; Münch, Philipp C.; McHardy, Alice C.; Bischl, Bernd; Rezaei, Mina; Binder, Martin (2023)
  Neural Architecture Search for Genomic Sequence Data
  20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB), 29.-31. August 2023, Eindhoven, Netherlands
  
• Schneider, Lennart; Bischl, Bernd; Thomas, Janek (2023)
  Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models
  GECCO '23: Genetic and Evolutionary Computation Conference, July 15 - 19, 2023, Lisbon Portugal (full text available)
  
• 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]
  
• Segel, Sarah; Graf, Helena; Tornede, Alexander; Bischl, Bernd; Lindauer, Marius (2023)
  Symbolic Explanations for Hyperparameter Optimization
  International Conference on Automated Machine Learning, 12-15 November 2023, Potsdam, Germany (full text available)
  
• Simson, Jan; Pfisterer, Florian; Kern, Christoph (2023)
  Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness
  2nd International Conference on Hybrid Human-Artificial Intelligence (HHAI), 26. - 30. Juni 2023, Munich, Germany (full text available)
  
• 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]
  
• Wiese, Jonas Gregor; Wimmer, Lisa; Papamarkou, Theodore; Bischl, Bernd; Günnemann, Stephan; Rügamer, David (2023)
  Towards Efficient MCMC Sampling in Bayesian Neural Networks by Exploiting Symmetry
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 18.-22. September 2023, Turin, Italy
  

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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
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Q.; Palmer, Nicholette D.; Pirastu, Nicola; Schupf, Nicole; Verweij, Niek; Hutri-Kahonen, Nina; Mononen, Nina; Bansal, Nisha; Devuyst, Olivier; Melander, Olle; Raitakari, Olli T.; Polasek, Ozren; Manunta, Paolo; Gasparini, Paolo; Mishra, Pashupati P.; Sulem, Patrick; Magnusson, Patrik K. E.; Elliott, Paul; Ridker, Paul M.; Hamet, Pavel; Svensson, Per O.; Joshi, Peter K.; Kovacs, Peter; Pramstaller, Peter P.; Rossing, Peter; Vollenweider, Peter; Harst, Pim van der; Dorajoo, Rajkumar; Sim, Ralene Z. H.; Burkhardt, Ralph; Tao, Ran; Noordam, Raymond; Magi, Reedik; Schmidt, Reinhold; de Mutsert, Renee; Rueedi, Rico; Dam, Rob M. van; Carroll, Robert J.; Gansevoort, Ron T.; Loos, Ruth J. F.; Felicita, Sala Cinzia; Sedaghat, Sanaz; Padmanabhan, Sandosh; Freitag-Wolf, Sandra; Pendergrass, Sarah A.; Graham, Sarah E.; Gordon, Scott D.; Hwang, Shih-Jen; Kerr, Shona M.; Vaccargiu, Simona; Patil, Snehal B.; Hallan, Stein; Bakker, Stephan J. L.; Lim, Su-Chi; Lucae, Susanne; Vogelezang, Suzanne; Bergmann, Sven; Corre, Tanguy; Ahluwalia, Tarunveer S.; Lehtimaki, Terho; Boutin, Thibaud S.; Meitinger, Thomas; Wong, Tien-Yin; Bergler, Tobias; Rabelink, Ton J.; Esko, Tonu; Haller, Toomas; Thorsteinsdottir, Unnur; Voelker, Uwe; Foo, Valencia Hui Xian; Salomaa, Veikko; Vitart, Veronique; Giedraitis, Vilmantas; Gudnason, Vilmundur; Jaddoe, Vincent W. V.; Huang, Wei; Zhang, Weihua; Wei, Wen Bin; Kiess, Wieland; Marz, Winfried; Koenig, Wolfgang; Lieb, Wolfgang; Gao, Xin; Sim, Xueling; Wang, Ya Xing; Friedlander, Yechiel; Tham, Yih-Chung; Kamatani, Yoichiro; Okada, Yukinori; Milaneschi, Yuri; Yu, Zhi; Stark, Klaus J.; Stefansson, Kari; Boeger, Carsten A.; Hung, Adriana M.; Kronenberg, Florian; Koettgen, Anna; Pattaro, Cristian; Heid, Iris M. (2022)
  Differential and shared genetic effects on kidney function between diabetic and non-diabetic individuals
  In: Communications Biology, Vol. 5, No. 1
  
• Wippert, Pia-Maria; Puerto Valencia, Laura; Driesslein, David (2022)
  Stress and Pain. Predictive (Neuro)Pattern Identification for Chronic Back Pain: A Longitudinal Observational Study
  In: Frontiers in Medicine, Vol. 9
  
• Zausinger, Pia; Schneider, Barbara M.; Bauer, Alexander; Erhard, Michael H.; Doering, Dorothea (2022)
  Short communication: Do the tameness of the dams and the sex of the offspring have an influence on the ?gentling? effect in laboratory rats?
  In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 52-53: pp. 45-49
  

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)
  The Gauss2++ model: a comparison of different measure change specifications for a consistent risk neutral and real world calibration
  In: European Actuarial Journal, Vol. 11, No. 2: pp. 677-705
  
• Berninger, Christoph; Stöcker, Almond; Rügamer, David (2021)
  A Bayesian time-varying autoregressive model for improved short-term and long-term prediction
  In: Journal of Forecasting, Vol. 41, No. 1: pp. 181-200
  
• Bien, Jacob; Yan, Xiaohan; Simpson, Leo; Mueller, Christian L. (2021)
  Tree-aggregated predictive modeling of microbiome data
  In: Scientific Reports, Vol. 11 (full text available)
  
• Binder, Martin; Pfisterer, Florian; Lang, Michel; Schneider, Lennart; Kotthoff, Lars; Bischl, Bernd (2021)
  mlr3pipelines-Flexible Machine Learning Pipelines in R
  In: Journal of Machine Learning Research, Vol. 22
  
• Borgards, Oliver; Czudaj, Robert L. (2021)
  Features of overreactions in the cryptocurrency market*
  In: Quarterly Review of Economics and Finance, Vol. 80: pp. 31-48
  
• Borgards, Oliver; Czudaj, Robert L.; Van Hoang, Thi Hong (2021)
  Price overreactions in the commodity futures market: An intraday analysis of the Covid-19 pandemic impact
  In: Resources Policy, Vol. 71
  
• Buettner, M.; Ostner, J.; Mueller, C. L.; Theis, F. J.; Schubert, B. (2021)
  scCODA is a Bayesian model for compositional single-cell data analysis
  In: Nature Communications, Vol. 12, No. 1 (full text available)
  
• Cernat, Alexandru; Sakshaug, Joseph W. (2021)
  Interviewer Effects in Biosocial Survey Measurements
  In: Field Methods, Vol. 33, No. 3: pp. 236-252
  
• Cernat, Alexandru; Sakshaug, Joseph W. (2021)
  Understanding the patterns of mode switching in longitudinal studies
  In: Survey Research Methods, Vol. 15, No. 3: pp. 281-298
  
• Coenen, Michaela; Berger, Ursula (2021)
  Statistik motivieren durch Fallbeispiele: Ein innovatives E-Learning-Projekt
  In: Frey, Dieter; Uemminghaus, Monika (eds.): Innovative Lehre an der Hochschule. Berlin, Heidelberg: Springer. pp. 157-158 (full text available)
  
• Colombi, Roberto; Giordano, Sabrina; Tutz, Gerhard (2021)
  A Rating Scale Mixture Model to Account for the Tendency to Middle and Extreme Categories
  In: Journal of Educational and Behavioral Statistics, Vol. 46, No. 6: pp. 682-716
  
• De Nicola, Giacomo; Sischka, Benjamin; Kauermann, Göran (2021)
  Mixture models and networks: The stochastic blockmodel
  In: Statistical Modelling, Vol. 22, No. 1-2: pp. 67-94
  
• Einhauser, Sebastian; Peterhoff, David; Niller, Hans Helmut; Beileke, Stephanie; Guenther, Felix; Steininger, Philipp; Burkhardt, Ralph; Heid, Iris M.; Pfahlberg, Annette B.; Ueberla, Klaus; Gefeller, Olaf; Wagner, Ralf (2021)
  Spectrum Bias and Individual Strengths of SARS-CoV-2 Serological Tests-A Population-Based Evaluation
  In: Diagnostics, Vol. 11, No. 10
  
• Erk, Alexander; Trenner, Matthias; Salvermoser, Michael; Reutersberg, Benedikt; Schmid, Volker; Eckstein, Hans-Henning; Kuehnl, Andreas (2021)
  Relationship between regional settlement structure and hospital incidence, type of therapy and mortality of non-ruptured abdominal aortic aneurysms
  In: Zeitschrift für Evidenz Fortbildung und Qualität im Gesundheitswesen, Vol. 163: pp. 38-46
  
• Faisal, Shahla; Tutz, Gerhard (2021)
  Multiple imputation using nearest neighbor methods
  In: Information Sciences, Vol. 570: pp. 500-516
  
• Farsani, Zahra Amini; Schmid, Volker J. (2021)
  Co-localization analysis in fluorescence microscopy via maximum entropy copula
  In: International Journal of Biostatistics, Vol. 17, No. 1: pp. 165-175
  
• Feistritzer, Hans-Josef; Kurz, Thomas; Stachel, Georg; Hartung, Philipp; Lurz, Philipp; Eitel, Ingo; Marquetand, Christoph; Nef, Holger; Doerr, Oliver; Vigelius-Rauch, Ursula; Lauten, Alexander; Landmesser, Ulf; Treskatsch, Sascha; Abdel-Wahab, Mohamed; Sandri, Marcus; Holzhey, David; Borger, Michael; Ender, Jorg; Ince, Huseyin; Oener, Alper; Meyer-Saraei, Roza; Hambrecht, Rainer; Wienbergen, Harm; Fach, Andreas; Augenstein, Thomas; Frey, Norbert; Koenig, Inke R.; Vonthein, Reinhard; Funkat, Anne-Kathrin; Berggreen, Astrid E.; Heringlake, Matthias; Desch, Steffen; De Waha-Thiele, Suzanne; Thiele, Holger (2021)
  Impact of Anesthesia Strategy and Valve Type on Clinical Outcomes After Transcatheter Aortic Valve Replacement
  In: Journal of the American College of Cardiology, Vol. 77, No. 17: pp. 2204-2215
  
• Fink, Holger; Mittnik, Stefan (2021)
  Quanto Pricing beyond Black-Scholes
  In: Journal of Risk and Financial Management, Vol. 14, No. 3
  
• Fischer, Kai R.; Büchel, Jasmin; Kauffmann, Frederic; Heumann, Christian; Friedmann, Anton; Schmidlin, Patrick R. (2021)
  Gingival phenotype distribution in young Caucasian women and men - An investigative study
  In: Clinical and Experimental Dental Research, Vol. 8, No. 1: pp. 374-379
  
• Fritz, Cornelius; Kauermann, Göran (2021)
  On the Interplay of Regional Mobility, Social Connectedness and The Spread of COVID-19 in Germany
  In: Journal of the Royal Statistical Society Series A: Statistics in Society, Vol. 185, No. 1: pp. 400-424 (full text available)
  
• Fritz, Cornelius; Thurner, Paul W.; Kauermann, Göran (2021)
  Separable and semiparametric network-based counting processes applied to the international combat aircraft trades
  In: Network Science, Vol. 9, No. 3: pp. 291-311 (full text available)
  
• Galesic, Mirta; de Bruin, Wandi Bruine; Dalege, Jonas; Feld, Scott L.; Kreuter, Frauke; Olsson, Henrik; Prelec, Drazen; Stein, Daniel L.; Does, Tamara van der (2021)
  Human social sensing is an untapped resource for computational social science
  In: Nature, Vol. 595, No. 7866: pp. 214-222
  
• Gilan, Donya; Muessig, Markus; Hahad, Omar; Kunzler, Angela M.; Samstag, Simon; Roethke, Nikolaus; Thrul, Johannes; Kreuter, Frauke; Bosnjak, Michael; Sprengholz, Philipp; Betsch, Cornelia; Wollschlaeger, Daniel; Tuescher, Oliver; Lieb, Klaus (2021)
  Protective and Risk Factors for Mental Distress and Its Impact on Health-Protective Behaviors during the SARS-CoV-2 Pandemic between March 2020 and March 2021 in Germany
  In: International Journal of Environmental Research and Public Health, Vol. 18, No. 17
  
• Goschenhofer, Jann; Hvingelby, Rasmus; Rügamer, David; Thomas, Janek; Wagner, Moritz; Bischl, Bernd (2021)
  Deep Semi-supervised Learning for Time Series Classification
  2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), 13-16 December 2021, Pasadena, CA, USA
  
• Herrmann, Moritz; Probst, Philipp; Hornung, Roman; Jurinovic, Vindi; Boulesteix, Anne-Laure (2021)
  Large-scale benchmark study of survival prediction methods using multi-omics data
  In: Briefings in Bioinformatics, Vol. 22, No. 3
  
• Herrmann, Moritz; Scheipl, Fabian (2021)
  A Geometric Perspective on Functional Outlier Detection
  In: Stats, Vol. 4, No. 4: pp. 971-1011 (full text available)
  
• Hoffmann, Sabine; Schönbrodt, Felix D.; Elsas, Ralf; Wilson, Rory; Strasser, Ulrich; Boulesteix, Anne-Laure (2021)
  The multiplicity of analysis strategies jeopardizes replicability: lessons learned across disciplines
  In: Royal Society Open Science, Vol. 8, No. 4 (full text available)
  
• Hoyer, Annika (2021)
  Modern data science with R
  In: Biometrical Journal, Vol. 63, No. 8: pp. 1748-1749
  
• Hoyer, Annika; Zapf, Antonia (2021)
  Studies for the Evaluation of Diagnostic Tests Part 28 of a Series on Evaluation of Scientific Publications
  In: Deutsches Ärzteblatt International, Vol. 118, No. 33-34: pp. 555-
  
• Johnson, Renee M.; Crifasi, Cassandra; Goodell, Erin M. Anderson; Wisniowski, Arkadiusz; Sakshaug, Joseph W.; Thrul, Johannes; Owens, Mark (2021)
  Differences in beliefs about COVID-19 by gun ownership: a cross-sectional survey of Texas adults
  In: BMJ Open, Vol. 11, No. 11
  
• Kevork, S.; Kauermann, G. (2021)
  Iterative estimation of mixed exponential random graph models with nodal random effects
  In: Network Science, Vol. 9, No. 4: pp. 478-498
  
• Kevork, Sevag; Kauermann, Göran (2021)
  Iterative estimation of mixed exponential random graph models with nodal random effects
  In: Network Science, Vol. 9, No. 4: pp. 478-498
  
• Kronberg, Elena A.; Hannan, Tanveer; Huthmacher, Jens; Muenzer, Marcus; Peste, Florian; Zhou, Ziyang; Berrendorf, Max; Faerman, Evgeniy; Gastaldello, Fabio; Ghizzardi, Simona; Escoubet, Philippe; Haaland, Stein; Smirnov, Artem; Sivadas, Nithin; Allen, Robert C.; Tiengo, Andrea; Ilie, Raluca (2021)
  Prediction of Soft Proton Intensities in the Near-Earth Space Using Machine Learning
  In: Astrophysical Journal, Vol. 921, No. 1
  
• Küchenhoff, Helmut; Günther, Felix; Höhle, Michael; Bender, Andreas (2021)
  Analysis of the early COVID-19 epidemic curve in Germany by regression models with change points
  In: Epidemiology and Infection, Vol. 149
  
• Küchenhoff, Helmut; Günther, Felix; Höhle, Michael; Bender, Andreas (2021)
  Analysis of the early COVID-19 epidemic curve in Germany by regression models with change points
  In: Epidemiology and infection, Vol. 149 (full text available)
  
• Küfner, Benjamin; Sakshaug, Joseph W.; Zins, Stefan (2021)
  More Clarification, Less Item Nonresponse in Establishment Surveys? A Split-Ballot Experiment
  In: Survey Research Methods, Vol. 15, No. 2: pp. 195-206
  
• Lebacher, Michael; Thurner, Paul W.; Kauermann, Göran (2021)
  Censored regression for modelling small arms trade volumes and its 'Forensic' use for exploring unreported trades
  In: Journal of the Royal Statistical Society Series C-Applied Statistics, Vol. 70, No. 4: pp. 909-933
  
• Lebmeier, Elisabeth; Hou, Naiwen; Spann, Korbinian; Aßenmacher, Matthias (2021)
  Creating a 'customer centricity graph' from unstructured customer feedback
  In: Applied Marketing Analytics, Vol. 6, No. 3: pp. 221-229
  
• Liew, Bernard; Lee, Ho Yin; Ruegamer, David; De Nunzio, Alessandro Marco; Heneghan, Nicola R.; Falla, Deborah; Evans, David W. (2021)
  A novel metric of reliability in pressure pain threshold measurement
  In: Scientific Reports, Vol. 11, No. 1
  
• Liu, Chun Ching; Solderer, Alex; Heumann, Christian; Attin, Thomas; Schmidlin, Patrick R. (2021)
  Tricalcium phosphate (-containing) biomaterials in the treatment of periodontal infra-bony defects: A systematic review and meta-analysis
  In: Journal of Dentistry, Vol. 114
  
• Maddu, Suryanarayana; Cheeseman, Bevan L.; Mueller, Christian L.; Sbalzarini, Ivo F. (2021)
  Learning physically consistent differential equation models from data using group sparsity
  In: Physical Review E, Vol. 103, No. 4
  
• Meidinger, Maximilian; Aßenmacher, Matthias (2021)
  A New Benchmark for NLP in Social Sciences: Evaluating the Usefulness of Pre-trained Language Models for Classifying Open-ended Survey Responses
  Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART,, 06.02.2021, Vienna, Austria (Online) (full text available)
  
• Nejati, Ameneh; Soudjani, Sadegh; Zamani, Majid (2021)
  Compositional abstraction-based synthesis for continuous-time stochastic hybrid systems
  In: European Journal of Control, Vol. 57: pp. 82-94
  
• Neunhoeffer, Marcel; Wu, Steven; Dwork, Cynthia (2021)
  Private Post-GAN Boosting
  International Conference on Learning Representations, May 3-7, 2021, Vienna (full text available)
  
• Nji, Akindeh M.; Ali, Innocent M.; Niba, Peter Thelma Ngwa; Marie-Solange, Evehe; Heumann, Christian; Fröschl, Günter; Mbacham, Wilfred F. (2021)
  Discrete Survival Model Analysis of Plasmodium falciparum Response to Artemisinin-Based Combination Therapies among Children in Regions of Varying Malaria Transmission in Cameroon
  In: Pathogens, Vol. 10, No. 9
  
• Nordeck, Courtney D.; Riehm, Kira E.; Smail, Emily J.; Holingue, Calliope; Kane, Jeremy C.; Johnson, Renee M.; Veldhuis, Cindy B.; Kalb, Luther G.; Stuart, Elizabeth A.; Kreuter, Frauke; Thrul, Johannes (2021)
  Changes in drinking days among United States adults during the COVID-19 pandemic
  In: Addiction, Vol. 117, No. 2: pp. 331-340
  
• Ostner, Johannes; Carcy, Salomé; Müller, Christian L. (2021)
  tascCODA: Bayesian Tree-Aggregated Analysis of Compositional Amplicon and Single-Cell Data
  In: Frontiers in Genetics, Vol. 12 (full text available)
  
• Pan, Liming; Shang, Hui-Juan; Li, Peiyan; Dai, Haixing; Wang, Wei; Tian, Lixin (2021)
  Predicting hyperlinks via hypernetwork loop structure
  In: Epl, Vol. 135, No. 4
  
• Puerto Valencia, Laura; Arampatzis, Diamantes; Beck, Heidrun; Dreinhoefer, Karsten; Driesslein, David; Mau, Wilfried; Zimmer, Julia-Marie; Schaefer, Michael; Steinfeldt, Friedemann; Wippert, Pia-Maria (2021)
  RENaBack: low back pain patients in rehabilitation-study protocol for a multicenter, randomized controlled trial
  In: Trials, Vol. 22, No. 1
  
• Python, Andre; Bender, Andreas; Blangiardo, Marta; Illian, Janine B.; Lin, Ying; Liu, Baoli; Lucas, Tim C. D.; Tan, Siwei; Wen, Yingying; Svanidze, Davit; Yin, Jianwei (2021)
  A downscaling approach to compare COVID-19 count data from databases aggregated at different spatial scales
  In: Journal of the Royal Statistical Society Series A-Statistics in Society, Vol. 185, No. 1: pp. 202-218
  
• Python, Andre; Bender, Andreas; Nandi, Anita K.; Hancock, Penelope A.; Arambepola, Rohan; Brandsch, Jürgen; Lucas, Tim C. D. (2021)
  Predicting non-state terrorism worldwide
  In: Science Advances, Vol. 7, No. 31
  
• Rath, Katharina; Albert, Christopher G.; Bischl, Bernd; Toussaint, Udo von (2021)
  Symplectic Gaussian process regression of maps in Hamiltonian systems
  In: Chaos, Vol. 31, No. 5
  
• Razzak, Humera; Heumann, Christian (2021)
  A Hybrid Technique for the Multiple Imputation of Survey Data
  In: Journal of Official Statistics, Vol. 37, No. 2: pp. 505-531
  
• Rugamer, David; Baumann, Philipp F. M.; Greven, Sonja (2021)
  Selective inference for additive and linear mixed models
  In: Computational Statistics & Data Analysis, Vol. 167
  
• Salomon, Joshua A.; Reinhart, Alex; Bilinski, Alyssa; Chua, Eu Jing; La Motte-Kerr, Wichada; Ronn, Minttu M.; Reitsma, Marissa B.; Morris, Katherine A.; LaRocca, Sarah; Farag, Tamer H.; Kreuter, Frauke; Rosenfeld, Roni; Tibshirani, Ryan J. (2021)
  The US COVID-19 Trends and Impact Survey: Continuous real-time measurement of COVID-19 symptoms, risks, protective behaviors, testing, and vaccination
  In: Proceedings of the National Academy of Sciences of the United States of America, Vol. 118, No. 51
  
• Schiergens, Tobias S.; Drefs, Moritz; Dörsch, Maximilian; Kühn, Florian; Albertsmeier, Markus; Niess, Hanno; Schoenberg, Markus B.; Aßenmacher, Matthias; Küchenhoff, Helmut; Thasler, Wolfgang E.; Guba, Markus O.; Angele, Martin K.; Rentsch, Markus; Werner, Jens; Andrassy, Joachim (2021)
  Prognostic Impact of Pedicle Clamping during Liver Resection for Colorectal Metastases
  In: Cancers, Vol. 13, No. 1 (full text available)
  
• Schratz, Patrick; Muenchow, Jannes; Iturritxa, Eugenia; Cortes, Jose; Bischl, Bernd; Brenning, Alexander (2021)
  Monitoring Forest Health Using Hyperspectral Imagery: Does Feature Selection Improve the Performance of Machine-Learning Techniques?
  In: Remote Sensing, Vol. 13, No. 23
  
• Schwaferts, Christian; Schwaferts, Patrick; Esch, Elisabeth von der; Elsner, Martin; Ivleva, Natalia P. (2021)
  Which particles to select, and if yes, how many? Subsampling methods for Raman microspectroscopic analysis of very small microplastic
  In: Analytical and Bioanalytical Chemistry, Vol. 413, No. 14: pp. 3625-3641
  
• 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 (2021)
  A computational reproducibility study of PLOS ONE articles featuring longitudinal data analyses
  In: PLOS ONE, Vol. 17, No. 5 (full text available)
  
• Sischka, Benjamin; Kauermann, Goeran (2021)
  EM-based smooth graphon estimation using MCMC and spline-based approaches
  In: Social Networks, Vol. 68: pp. 279-295
  
• Sonabend, Raphael; Kiraly, Franz J.; Bender, Andreas; Bischl, Bernd; Lang, Michel (2021)
  mlr3proba: an R package for machine learning in survival analysis
  In: Bioinformatics, Vol. 37, No. 17: pp. 2789-2791
  
• Stadler, Mara; Doebler, Philipp; Mertins, Barbara; Danhier, Renate Delucchi (2021)
  Statistical modeling of dynamic eye-tracking experiments: Relative importance of visual stimulus elements for gaze behavior in the multi-group case
  In: Behavior Research Methods, Vol. 53, No. 6: pp. 2650-2667
  
• Säfken, Benjamin; Rügamer, David; Kneib, Thomas; Greven, Sonja (2021)
  Conditional Model Selection in Mixed-Effects Models with cAIC4
  In: Journal of Statistical Software, Vol. 99, No. 8: pp. 1-30
  
• Tiede, Kevin E.; Henninger, Felix; Kieslich, Pascal J. (2021)
  Revisiting the Open Sampling format: Improving risky choices through a novel graphical representation
  In: Psychonomic Bulletin & Review, Vol. 29, No. 2: pp. 648-659
  
• Toennies, Thaddaus; Baumert, Jens; Heidemann, Christin; Lippe, Elena von der; Brinks, Ralph; Hoyer, Annika (2021)
  Diabetes free life expectancy and years of life lost associated with type 2 diabetes: projected trends in Germany between 2015 and 2040
  In: Population Health Metrics, Vol. 19, No. 1
  
• Toennies, Thaddaus; Heidemann, Christin; Paprott, Rebecca; Seidel-Jacobs, Esther; Scheidt-Nave, Christa; Brinks, Ralph; Hoyer, Annika (2021)
  Estimating the impact of tax policy interventions on the projected number and prevalence of adults with type 2 diabetes in Germany between 2020 and 2040
  In: BMJ Open Diabetes Research & Care, Vol. 9, No. 1
  
• Tonnies, Thaddaus; Hoyer, Annika; Brinks, Ralph (2021)
  Productivity-adjusted life years lost due to type 2 diabetes in Germany in 2020 and 2040
  In: Diabetologia, Vol. 64, No. 6: pp. 1288-1297
  
• Tutz, Gerhard (2021)
  Ordinal regression: A review and a taxonomy of models
  In: Wiley Interdisciplinary Reviews-Computational Statistics, Vol. 14, No. 2
  
• Tutz, Gerhard (2021)
  Uncertain Choices: The Heterogeneous Multinomial Logit Model
  In: Sociological Methodology, Vol 51, Vol. 51, No. 1: pp. 86-111
  
• Tutz, Gerhard (2021)
  Ordinal Trees and Random Forests: Score-Free Recursive Partitioning and Improved Ensembles
  In: Journal of Classification (full text available)
  
• Tutz, Gerhard; Berger, Moritz (2021)
  Tree-structured scale effects in binary and ordinal regression
  In: Statistics and Computing, Vol. 31, No. 2
  
• Wagner, Ralf; Peterhoff, David; Beileke, Stephanie; Gunther, Felix; Berr, Melanie; Einhauser, Sebastian; Schutz, Anja; Niller, Hans Helmut; Steininger, Philipp; Knoll, Antje; Tenbusch, Matthias; Maier, Clara; Korn, Klaus; Stark, Klaus J.; Gessner, Andre; Burkhardt, Ralph; Kabesch, Michael; Schedl, Holger; Kuchenhoff, Helmut; Pfahlberg, Annette B.; Heid, Iris M.; Gefeller, Olaf; Uberla, Klaus (2021)
  Estimates and Determinants of SARS-Cov-2 Seroprevalence and Infection Fatality Ratio Using Latent Class Analysis: The Population-Based Tirschenreuth Study in the Hardest-Hit German County in Spring 2020
  In: Viruses-Basel, Vol. 13, No. 6
  
• Wang, Xiuye; Liu, Liang; Whisnant, Adam W.; Hennig, Thomas; Djakovic, Lara; Haque, Nabila; Bach, Cindy; Sandri-Goldin, Rozanne M.; Erhard, Florian; Friedel, Caroline C.; Dölken, Lars; Shi, Yongsheng (2021)
  Mechanism and consequences of herpes simplex virus 1-mediated regulation of host mRNA alternative polyadenylation
  In: PLOS Genetics, Vol. 17, No. 3 (full text available)
  
• Wippert, Pia-Maria; Niederer, Daniel; Driesslein, David; Beck, Heidrun; Banzer, Winfried; Schneider, Christian; Schiltenwolf, Marcus; Mayer, Frank (2021)
  Psychosocial Moderators and Mediators of Sensorimotor Exercise in Low Back Pain: A Randomized Multicenter Controlled Trial
  In: Frontiers in Psychiatry, Vol. 12 (full text available)
  
• Yoon, Grace; Mueller, Christian L.; Gaynanova, Irina (2021)
  Fast Computation of Latent Correlations
  In: Journal of Computational and Graphical Statistics, Vol. 30, No. 4: pp. 1249-1256
  
• Zahid, Faisal Maqbool; Faisal, Shahla; Heumann, Christian (2021)
  Multiple imputation with compatibility for high-dimensional data
  In: PloS one, Vol. 16, No. 7 (full text available)
  
• Zapf, Antonia; Albert, Christian; Fromke, Cornelia; Haase, Michael; Hoyer, Annika; Jones, Hayley E.; Rucker, Gerta (2021)
  Meta-analysis of diagnostic accuracy studies with multiple thresholds: Comparison of different approaches
  In: Biometrical Journal, Vol. 63, No. 4: pp. 699-711
  

top

2020

• Albert, Christopher G.; Rath, Katharina (2020)
  Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources
  In: Entropy, Vol. 22, No. 2
  
• Arweiler, Nicole B.; Auschill, Thorsten M.; Heumann, Christian; Hellwig, Elmar; Al-Ahmad, Ali (2020)
  Influence of Probiotics on the Salivary Microflora Oral Streptococci and Their Integration into Oral Biofilm
  In: Antibiotics-Basel, Vol. 9, No. 11
  
• Aßenmacher, Matthias; Heumann, Christian (2020)
  On the comparability of pre-trained language models
  5th SwissText & 16th KONVENS Joint Conference, 25.06.2020, Zurich, Switzerland (Online) (full text available)
  
• Bauer, Alexander; Bender, Andreas; Klima, Andre; Kuechenhoff, Helmut (2020)
  KOALA: a new paradigm for election coverage An opinion poll-based "now-cast" of probabilities of events in multi-party electoral systems
  In: Asta-Advances in Statistical Analysis, Vol. 104, No. 1: pp. 101-115
  
• Baumann, Sandra A.; Fritz, Cornelius; Müller, Ralf S. (2020)
  Food antigen-specific IgE in dogs with suspected food hypersensitivity
  In: Tieraerztliche Praxis Ausgabe Kleintiere Heimtiere, Vol. 48, No. 6: pp. 395-402
  
• Binder, Martin; Moosbauer, Julia; Thomas, Janek; Bischl, Bernd (2020)
  Multi-Objective Hyperparameter Tuning and Feature Selection using Filter Ensembles
  In: Gecco'20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference: pp. 471-479
  
• Bommert, Andrea; Sun, Xudong; Bischl, Bernd; Rahnenfuehrer, Jörg; Lang, Michel (2020)
  Benchmark for filter methods for feature selection in high-dimensional classification data
  In: Computational Statistics & Data Analysis, Vol. 143
  
• Brockhaus, Sarah; Ruegamer, David; Greven, Sonja (2020)
  Boosting Functional Regression Models with FDboost
  In: Journal of Statistical Software, Vol. 94, No. 10: pp. 1-50
  
• Carballo, Alba; Durban, Maria; Kauermann, Göran; Lee, Dae-Jin (2020)
  A general framework for prediction in penalized regression
  In: Statistical Modelling, Vol. 21, No. 4: pp. 293-312
  
• Cernat, Alexandru; Sakshaug, Joseph W. (2020)
  Nurse effects on measurement error in household biosocial surveys
  In: BMC Medical Research Methodology, Vol. 20, No. 1
  
• Cernat, Alexandru; Sakshaug, Joseph W. (2020)
  The Impact of Mixed Modes on Multiple Types of Measurement Error
  In: Survey Research Methods, Vol. 14, No. 1: pp. 79-91
  
• Combettes, Patrick L.; Müller, Christian L. (2020)
  Perspective maximum likelihood-type estimation via proximal decomposition
  In: Electronic Journal of Statistics, Vol. 14, No. 1: pp. 207-238
  
• Combettes, Patrick L.; Müller, Christian L. (2020)
  Regression Models for Compositional Data: General Log-Contrast Formulations, Proximal Optimization, and Microbiome Data Applications
  In: Statistics in Biosciences, Vol. 13, No. 2: pp. 217-242
  
• Conti, Eugenia; Sgandurra, Giuseppina; De Nicola, Giacomo; Biagioni, Tommaso; Boldrini, Silvia; Bonaventura, Eleonora; Buchignani, Bianca; Della Vecchia, Stefania; Falcone, Francesca; Fedi, Caterina; Gazzillo, Marisa; Marinella, Gemma; Mazzullo, Cristina; Micomonaco, Jessica; Pantalone, Gloria; Salvati, Andrea; Sesso, Gianluca; Simonelli, Valerio; Tolomei, Greta; Troiano, Irene; Cioni, Giovanni; Masi, Gabriele; Muratori, Filippo; Milone, Annarita; Battini, Roberta (2020)
  Behavioural and Emotional Changes during COVID-19 Lockdown in an Italian Paediatric Population with Neurologic and Psychiatric Disorders
  In: Brain Sciences, Vol. 10, No. 12
  
• Cornesse, Carina; Blom, Annelies G.; Dutwin, David; Krosnick, Jon A.; De Leeuw, Edith D.; Legleye, Stephane; Pasek, Josh; Pennay, Darren; Phillips, Benjamin; Sakshaug, Joseph W.; Struminskaya, Bella; Wenz, Alexander (2020)
  A REVIEW OF CONCEPTUAL APPROACHES AND EMPIRICAL EVIDENCE ON PROBABILITY AND NONPROBABILITY SAMPLE SURVEY RESEARCH
  In: Journal of Survey Statistics and Methodology, Vol. 8, No. 1: pp. 4-36
  
• Cosgarea, Raluca; Eick, S.; Jepsen, S.; Arweiler, N. B.; Juncar, R.; Tristiu, R.; Salvi, G. E.; Heumann, C.; Sculean, A. (2020)
  Microbiological and host-derived biomarker evaluation following non-surgical periodontal therapy with short-term administration of systemic antimicrobials: secondary outcomes of an RCT
  In: Scientific Reports, Vol. 10, No. 1 (full text available)
  
• Dorigatti, Emilio; Schubert, Benjamin (2020)
  Graph-theoretical formulation of the generalized epitope-based vaccine design problem
  In: PLOS Computational Biology, Vol. 16, No. 10 (full text available)
  
• Dorigatti, Emilio; Schubert, Benjamin (2020)
  Joint epitope selection and spacer design for string-of-beads vaccines
  In: Bioinformatics, Vol. 36: pp. I643-I650
  
• Eckert, Claudia; Isaksson, Ola; Eckert, Calandra; Coeckelbergh, Mark; Hagstrom, Malin Hane (2020)
  Data Fairy in Engineering Land: The Magic of Data Analysis as a Sociotechnical Process in Engineering Companies
  In: Journal of Mechanical Design, Vol. 142, No. 12
  
• Farsani, Zahra Amini; Schmid, Volker J. (2020)
  Co-localization analysis in fluorescence microscopy via maximum entropy copula
  In: The International Journal of Biostatistics
  
• Feigl, Tobias; Kram, Sebastian; Woller, Philipp; Siddiqui, Ramiz H.; Philippsen, Michael; Mutschler, Christopher (2020)
  RNN-Aided Human Velocity Estimation from a Single IMU
  In: Sensors, Vol. 20, No. 13
  
• Fliedner, Stephanie M. J.; Winkelmann, Philipp E. R.; Wesley, Robert; Vonthein, Reinhard; Lehnert, Hendrik (2020)
  Ganglioneuromas across age groups: Systematic review of individual patient data
  In: Clinical Endocrinology, Vol. 94, No. 1: pp. 12-23
  
• Fritz, Cornelius; Lebacher, Michael; Kauermann, Göran (2020)
  Tempus volat, hora fugit: A survey of tie‐oriented dynamic network models in discrete and continuous time
  In: Statistica Neerlandica, Vol. 74, No. 3: pp. 275-299 (full text available)
  
• Fuetterer, Cornelia; Augustin, Thomas; Fuchs, Christiane (2020)
  Adapted single-cell consensus clustering (adaSC3)
  In: Advances in Data Analysis and Classification, Vol. 14, No. 4: pp. 885-896 (full text available)
  
• Gartenmann, Stefanie J.; Steppacher, Severine L.; Weydlich, Yves von; Heumann, Christian; Attin, Thomas; Schmidlin, Patrick R. (2020)
  The Effect of Green Tea on plaque and gingival inflammation: A systematic review
  In: Journal of Herbal Medicine, Vol. 21
  
• Gossmann, Alexej; Cha, Kenny H.; Sun, Xudong (2020)
  Performance deterioration of deep neural networks for lesion classification in mammography due to distribution shift: an analysis based on artificially created distribution shift
  In: Medical Imaging 2020: Computer-Aided Diagnosis, Vol. 11314
  
• Guderlei, Maike; Aßenmacher, Matthias (2020)
  Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News
  Proceedings of the 28th International Conference on Computational Linguistics, 10.12.2020, Barcelona, Spain (Online) (full text available)
  
• Guenther, Felix; Bender, Andreas; Katz, Katharina; Kuechenhoff, Helmut; Hohle, Michael (2020)
  Nowcasting the COVID-19 pandemic in Bavaria
  In: Biometrical Journal, Vol. 63, No. 3: pp. 490-502
  
• Guenther, Felix; Brandl, Caroline; Winkler, Thomas W.; Wanner, Veronika; Stark, Klaus; Kuechenhoff, Helmut; Heid, Iris M. (2020)
  Chances and challenges of machine learning-based disease classification in genetic association studies illustrated on age-related macular degeneration
  In: Genetic Epidemiology, Vol. 44, No. 7: pp. 759-777
  
• Happ-Kurz, Clara (2020)
  Object-Oriented Software for Functional Data
  In: Journal of Statistical Software, Vol. 93, No. 5: pp. 1-38
  
• Heckel, Kai; Urban, Marcel; Schratz, Patrick; Mahecha, Miguel D.; Schmullius, Christiane (2020)
  Predicting Forest Cover in Distinct Ecosystems: The Potential of Multi-Source Sentinel-1 and-2 Data Fusion
  In: Remote Sensing, Vol. 12, No. 2
  
• Karl, Marion; Bauer, Alexander; Ritchie, W. Brent; Passauer, Marlena (2020)
  The impact of travel constraints on travel decision-making: A comparative approach of travel frequencies and intended travel participation
  In: Journal of Destination Marketing & Management, Vol. 18
  
• Kauermann, Goeran; Ali, Mehboob (2020)
  Semi-parametric regression when some (expensive) covariates are missing by design
  In: Statistical Papers, Vol. 62, No. 4: pp. 1675-1696
  
• Kauermann, Göran; Windmann, Michael; Münnich, Ralf (2020)
  Datenerhebung bei Mietspiegeln: Überblick und Einordnung aus Sicht der Statistik
  In: AStA Wirtschafts- und Sozialstatistisches Archiv, Vol. 14, No. 2: pp. 145-162 (full text available)
  
• Keogh, Ruth H.; Shaw, Pamela A.; Gustafson, Paul; Carroll, Raymond J.; Deffner, Veronika; Dodd, Kevin W.; Kuechenhoff, Helmut; Tooze, Janet A.; Wallace, Michael P.; Kipnis, Victor; Freedman, Laurence S. (2020)
  STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 1-Basic theory and simple methods of adjustment
  In: Statistics in Medicine, Vol. 39, No. 16: pp. 2197-2231
  
• Kern, Christoph; Bach, Ruben; Mautner, Hannah; Kreuter, Frauke When Small Decisions Have Big Impact: Fairness Implications of Algorithmic Profiling Schemes
  In: ACM Journal on Responsible Computing, Vol. 1, No. 4 (full text available)
  
• Kuss, Oliver; Hoyer, Annika (2020)
  A proportional risk model for time-to-event analysis in randomized controlled trials
  In: Statistical Methods in Medical Research, Vol. 30, No. 2: pp. 411-424
  
• Lebacher, Michael; Thurner, Paul W.; Kauermann, Göran (2020)
  Exploring Dependence Structures in the International Arms Trade Network: A Network Autocorrelation Approach
  In: Statistical Modelling, Vol. 20, No. 2
  
• Liew, Bernard X. W.; Peolsson, Anneli; Rugamer, David; Wibault, Johanna; Löfgren, Hakan; Dedering, Asa; Zsigmond, Peter; Falla, Deborah (2020)
  Clinical predictive modelling of post-surgical recovery in individuals with cervical radiculopathy: a machine learning approach
  In: Scientific Reports, Vol. 10, No. 1 (full text available)
  
• Liew, Bernard X. W.; Rugamer, David; Abichandani, Deepa; De Nunzio, Alessandro Marco (2020)
  Classifying individuals with and without patellofemoral pain syndrome using ground force profiles - Development of a method using functional data boosting
  In: Gait & Posture, Vol. 80: pp. 90-95
  
• Liew, Bernard X. W.; Rugamer, David; De Nunzio, Alessandro Marco; Falla, Deborah (2020)
  Interpretable machine learning models for classifying low back pain status using functional physiological variables
  In: European Spine Journal, Vol. 29, No. 8: pp. 1845-1859
  
• Liew, Bernard X. W.; Rugamer, David; Stocker, Almond; De Nunzio, Alessandro Marco (2020)
  Classifying neck pain status using scalar and functional biomechanical variables - development of a method using functional data boosting
  In: Gait & Posture, Vol. 76: pp. 146-150
  
• Liu, Helen K.; Hung, Mei Jen; Tse, Lik Hang; Saggau, Daniel (2020)
  Strengthening urban community governance through geographical information systems and participation: An evaluation of my Google Map and service coordination
  In: Australian Journal of Social Issues, Vol. 55, No. 2: pp. 182-200
  
• Marhold, Franz; Mercea, Petra A.; Scheichel, Florian; Berghoff, Anna S.; Heicappell, Patricia; Kiesel, Barbara; Mischkulnig, Mario; Borkovec, Martin; Wolfsberger, Stefan; Woehrer, Adelheid; Preusser, Matthias; Knosp, Engelbert; Ungersboeck, Karl; Widhalm, Georg (2020)
  Detailed analysis of 5-aminolevulinic acid induced fluorescence in different brain metastases at two specialized neurosurgical centers: experience in 157 cases
  In: Journal of Neurosurgery, Vol. 133, No. 4: pp. 1032-1043
  
• Minkwitz, Juliane; Sander, Christian; Himmerich, Hubertus; Thormann, Julia; Chittka, Tobias; Hegerl, Ulrich; Schmidt, Frank; Murray, Monique; Albayrak, Nihan; Campbell, Iain C.; Scheipl, Fabian (2020)
  Reported and Recorded Sleepiness in Obesity and Depression
  In: Frontiers in Psychiatry, Vol. 11: pp. 1-12 (full text available)
  
• Mischkulnig, Mario; Kiesel, Barbara; Borkovec, Martin; Wadiura, Lisa; Benner, Dimitri; Hosmann, Arthur; Hervey-Jumper, Shawn; Knosp, Engelbert; Roessler, Karl; Berger, Mitchel S.; Widhalm, Georg (2020)
  High Interobserver Agreement in the Subjective Classification of 5-Aminolevulinic Acid Fluorescence Levels in Newly Diagnosed Glioblastomas
  In: Lasers in Surgery and Medicine, Vol. 52, No. 9: pp. 814-821
  
• Mischkulnig, Mario; Kiesel, Barbara; Loetsch, Daniela; Roetzer, Thomas; Borkovec, Martin; Wadiura, Lisa I.; Mercea, Petra A.; Jaklin, Florian J.; Hervey-Jumper, Shawn; Roessler, Karl; Berger, Mitchel S.; Widhalm, Georg; Erhart, Friedrich (2020)
  TCGA mRNA Expression Analysis of the Heme Biosynthesis Pathway in Diffusely Infiltrating Gliomas: A Comparison of Typically 5-ALA Fluorescent and Non-Fluorescent Gliomas
  In: Cancers, Vol. 12, No. 8
  
• Mittnik, Stefan; Semmler, Willi; Haider, Alexander (2020)
  Climate Disaster Risks-Empirics and a Multi-Phase Dynamic Model
  In: Econometrics, Vol. 8, No. 3
  
• Neunhoeffer, Marcel; Gschwend, Thomas; Munzert, Simon; Stoetzer, Lukas (2020)
  Ein Ansatz zur Vorhersage der Erststimmenanteile bei Bundestagswahlen
  In: Politische Vierteljahresschrift, Vol. 61, No. 1: pp. 111-130 (full text available)
  
• Raith, Julian Christoph (2020)
  Analyse des Bundesligafußballs anhand von Spielstatistiken
  Bachelor (full text available)
  
• Razzak, Humera; Heumann, Christian (2020)
  Application of iterative hybrid MI approach to household survey data with complex dependence structures
  In: Communications in Statistics : Simulation and Computation
  
• Razzak, Humera; Heumann, Christian (2020)
  The Ability of Different Imputation Methods to Capture Complex Dependencies in High Dimensions
  In: Romanian Statistical Review, No. 1: pp. 55-75
  
• Ruegamer, David; Greven, Sonja (2020)
  Inference for L-2-Boosting
  In: Statistics and Computing, Vol. 30, No. 2: pp. 279-289
  
• Schauberger, Gunther; Mair, Patrick (2020)
  A regularization approach for the detection of differential item functioning in generalized partial credit models
  In: Behavior Research Methods, Vol. 52, No. 1: pp. 279-294
  
• Schneble, Marc; Kauermann, Göran (2020)
  Estimation of latent network flows in bike-sharing systems
  In: Statistical Modelling, Vol. 22, No. 4: pp. 349-378
  
• Shao, Shuai; Kauermann, Goeran; Smith, Michael Stanley (2020)
  Whether, when and which: Modelling advanced seat reservations by airline passengers
  In: Transportation Research Part A-Policy and Practice, Vol. 132: pp. 490-514
  
• Shao, Shuai; Kauermann, Göran (2020)
  Understanding price elasticity for airline ancillary services
  In: Journal of Revenue and Pricing Management, Vol. 19: pp. 74-82
  
• Shaw, Pamela A.; Gustafson, Paul; Carroll, Raymond J.; Deffner, Veronika; Dodd, Kevin W.; Keogh, Ruth H.; Kipnis, Victor; Tooze, Janet A.; Wallace, Michael P.; Kuechenhoff, Helmut; Freedman, Laurence S. (2020)
  STRATOS guidance document on measurement error and misclassification of variables in observational epidemiology: Part 2-More complex methods of adjustment and advanced topics
  In: Statistics in Medicine, Vol. 39, No. 16: pp. 2232-2263
  
• Simone, Rosaria; Tutz, Gerhard; Iannario, Maria (2020)
  Subjective heterogeneity in response attitude for multivariate ordinal outcomes
  In: Econometrics and Statistics, Vol. 14: pp. 145-158
  
• Stoecker, Almond; Brockhaus, Sarah; Schaffer, Sophia Anna; Bronk, Benedikt von; Opitz, Madeleine; Greven, Sonja (2020)
  Boosting functional response models for location, scale and shape with an application to bacterial competition
  In: Statistical Modelling, Vol. 21, No. 5: pp. 385-404 (full text available)
  
• Sun, Xudong; Bommert, Andrea; Pfisterer, Florian; Rähenfürher, Jörg; Lang, Michel; Bischl, Bernd (2020)
  High Dimensional Restrictive Federated Model Selection with Multi-objective Bayesian Optimization over Shifted Distributions
  In: Intelligent Systems and Applications, Vol 1, Vol. 1037: pp. 629-647
  
• Taub, Jennifer; Elliot, Mark; Sakshaug, Joseph W. (2020)
  The Impact of Synthetic Data Generation on Data Utility with Application to the 1991 UK Samples of Anonymised Records
  In: Transactions on Data Privacy, Vol. 13, No. 1: pp. 1-23
  
• Trenner, Matthias; Salvermoser, Michael; Busch, Albert; Schmid, Volker; Eckstein, Hans-Henning; Kühnl, Andreas (2020)
  The Effects of Minimum Caseload Requirements on Management and Outcome in Abdominal Aortic Aneurysm Repair A Secondary Analysis of German DRG Statistics Data
  In: Deutsches Ärzteblatt International, Vol. 117, No. 48: pp. 820-827
  
• Tutz, Gerhard (2020)
  Hierarchical Models for the Analysis of Likert Scales in Regression and Item Response Analysis
  In: International Statistical Review, Vol. 89, No. 1: pp. 18-35 (full text available)
  
• Tutz, Gerhard (2020)
  On the structure of ordered latent trait models
  In: Journal of Mathematical Psychology, Vol. 96
  
• Tutz, Gerhard; Berger, Moritz (2020)
  The effect of explanatory variables on income: A tool that allows a closer look at the differences in income
  In: Econometrics and Statistics, Vol. 16: pp. 28-41
  
• Tutz, Gerhard; Schauberger, Gunther (2020)
  Uncertainty in Latent Trait Models
  In: Applied Psychological Measurement, Vol. 44, No. 6: pp. 447-464
  
• Urban, Marcel; Heckel, Kai; Berger, Christian; Schratz, Patrick; Smit, Izak P. J.; Strydom, Tercia; Baade, Jussi; Schmullius, Christiane (2020)
  Woody cover mapping in the savanna ecosystem of the Kruger National Park using Sentinel-1 C-Band time series data
  In: Koedoe, Vol. 62, No. 1
  
• Wadiura, Lisa; Mischkulnig, Mario; Hosmann, Arthur; Borkovec, Martin; Kiesel, Barbara; Rotzer, Thomas; Mercea, Petra A.; Furtner, Julia; Hervey-Jumper, Shawn; Rossler, Karl; Berger, Mitchel S.; Widhalm, Georg (2020)
  Influence of Corticosteroids and Antiepileptic Drugs on Visible 5-Aminolevulinic Acid Fluorescence in a Series of Initially Suspected Low-Grade Gliomas Including World Health Organization Grade II, III, and IV Gliomas
  In: World Neurosurgery, Vol. 137
  
• Wess, Gerhard; Kresken, Jan-Gerd; Wendt, Ralph; Gaugele, Juliane; Killich, Markus; Keller, Lisa; Simak, Julia; Holler, Peter; Bauer, Alexander; Kuechenhof, Helmut; Glaus, Tony (2020)
  Efficacy of adding ramipril (VAsotop) to the combination of furosemide (Lasix) and pimobendan (VEtmedin) in dogs with mitral valve degeneration: TheVALVEtrial
  In: Journal of Veterinary Internal Medicine, Vol. 34, No. 6: pp. 2232-2241
  
• Wippert, Pia-Maria; Driesslein, David; Beck, Heidrun; Schneider, Christian; Puschmann, Anne-Katrin; Banzer, Winfried; Schiltenwolf, Marcus (2020)
  The Feasibility and Effectiveness of a New Practical Multidisciplinary Treatment for Low-Back Pain: A Randomized Controlled Trial
  In: Journal of Clinical Medicine, Vol. 9, No. 1
  
• Wisniowski, Arkadiusz; Sakshaug, Joseph W.; Ruiz, Diego Andres Perez; Blom, Annelies G. (2020)
  INTEGRATING PROBABILITY AND NONPROBABILITY SAMPLES FOR SURVEY INFERENCE
  In: Journal of Survey Statistics and Methodology, Vol. 8, No. 1: pp. 120-147
  
• Wuertz-Kozak, Karin; Roszkowski, Martin; Cambria, Elena; Block, Andrea; Kuhn, Gisela A.; Abele, Thea; Hitzl, Wolfgang; Driesslein, David; Müller, Ralph; Rapp, Michael A.; Mansuy, Isabelle M.; Peters, Eva M. J.; Wippert, Pia M. (2020)
  Effects of Early Life Stress on Bone Homeostasis in Mice and Humans
  In: International Journal of Molecular Sciences, Vol. 21, No. 18
  

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2019

• Bauer, V.; Fürlinger, K.; Kauermann, G. (2019)
  A Note on Parallel Sampling in Markov Graphs
  In: Computational Statistics
  
• Beer, S.; Fink, H. (2019)
  Dynamics of foreign exchange implied volatility and implied correlation surfaces
  In: Quantitative Finance, Vol. 19, No. 8: pp. 1293-1320
  
• Beggel, Laura; Kausler, Bernhard X.; Schiegg, Martin; Pfeiffer, Michael; Bischl, Bernd (2019)
  Time series anomaly detection based on shapelet learning
  In: Computational Statistics, Vol. 34, No. 3: pp. 945-976
  
• Bender, Andreas; Scheipl, Fabian; Hartl, Wolfgang; Day, Andrew G.; Kuechenhoff, Helmut (2019)
  Penalized estimation of complex, non-linear exposure-lag-response associations
  In: Biostatistics, Vol. 20, No. 2: pp. 315-331
  
• Berger, Moritz; Tutz, Gerhard; Schmid, Matthias (2019)
  Tree-structured modelling of varying coefficients
  In: Statistics and Computing, Vol. 29, No. 2: pp. 217-229
  
• Brandl, Caroline; Bruecklmayer, Christiane; Guenther, Felix; Zimmermann, Martina E.; Kuechenhoff, Helmut; Helbig, Horst; Weber, Bernhard H. F.; Heid, Iris M.; Stark, Klaus J. (2019)
  Retinal Layer Thicknesses in Early Age-Related Macular Degeneration: Results From the German AugUR Study
  In: Investigative Ophthalmology & Visual Science, Vol. 60, No. 5: pp. 1581-1594
  
• Brazzale, Alessandra R.; Kuechenhoff, Helmut; Kruegel, Stefanie; Schiergens, Tobias S.; Trentzsch, Heiko; Hartl, Wolfgang (2019)
  Nonparametric change point estimation for survival distributions with a partially constant hazard rate
  In: Lifetime Data Analysis, Vol. 25, No. 2: pp. 301-321
  
• Casalicchio, Giuseppe; Bossek, Jakob; Lang, Michel; Kirchhoff, Dominik; Kerschke, Pascal; Hofner, Benjamin; Seibold, Heidi; Vanschoren, Joaquin; Bischl, Bernd (2019)
  OpenML: An R package to connect to the machine learning platform OpenML
  In: Computational Statistics, Vol. 34, No. 3: pp. 977-991
  
• Cremer, Marion; Brandstetter, Katharina; Maiser, Andreas; Rao, Suhas S P; Schmid, Volker J.; Mitra, Namita; Mamberti, Stefania; Klein, Kyle-N; Gilbert, David M; Leonhardt, Heinrich; Cardoso, Maria Cristina; Aiden, Erez Lieberman; Harz, Hartmann; Cremer, Thomas (2019)
  Cohesin depleted cells pass through mitosis and reconstitute a functional nuclear architecture
  In: Nature Communications, Vol. 11, No. 6146 (full text available)
  
• Deffner, Veronika; Kreuzer, Michaela; Sobotzki, Christina; Aßenmacher, Matthias; Guethlin, Denise; Kaiser, Christian; Kuechenhoff, Helmut; Fenske, Nora (2019)
  Uncertainties in radiation exposure assessment in the Wismut cohort: a preliminary evaluation
  In: 12Th International Conference on the Health Effects of Incorporated Radionuclides (Heir 2018), Vol. 14
  
• Endres, Eva; Fink, Paul; Augustin, Thomas (2019)
  Imprecise Imputation: A Nonparametric Micro Approach Reflecting the Natural Uncertainty of Statistical Matching with Categorical Data
  In: Journal of Official Statistics, Vol. 35, No. 3: pp. 599-624
  
• Faisal, Shahla; Heumann, Christian (2019)
  Bootstrap inference for weighted nearest neighbors imputation
  In: Communications in Statistics-Simulation and Computation
  
• Gartenmann, S. J.; Weydlich, Y. von; Steppacher, S. L.; Heumann, C.; Attin, T.; Schmidlin, Patrick R. (2019)
  The effect of green tea as an adjunct to scaling and root planing in non-surgical periodontitis therapy: a systematic review
  In: Clinical Oral Investigations, Vol. 23, No. 1: pp. 1-20
  
• Gehrig, Anne-Claire; Hartmann, Katrin; Guenther, Felix; Klima, Andre; Habacher, Gabriele; Bergmann, Michele (2019)
  A survey of vaccine history in German cats and owners' attitudes to vaccination
  In: Journal of Feline Medicine and Surgery, Vol. 21, No. 2: pp. 73-83
  
• Gorski, Mathias; Guenther, Felix; Winkler, Thomas W.; Weber, Bernhard H. F.; Heid, Iris M. (2019)
  On the differences between mega- and meta-imputation and analysis exemplified on the genetics of age-related macular degeneration
  In: Genetic Epidemiology, Vol. 43, No. 5: pp. 559-576
  
• Guenther, Felix; Brandl, Caroline; Heid, Iris M.; Kuechenhoff, Helmut (2019)
  Response misclassification in studies on bilateral diseases
  In: Biometrical Journal, Vol. 61, No. 4: pp. 1033-1048
  
• Happ, Clara; Scheipl, Fabian; Gabriel, Alice-Agnes; Greven, Sonja (2019)
  A general framework for multivariate functional principal component analysis of amplitude and phase variation
  In: Stat, Vol. 8, No. 1
  
• Hautzinger, Martin; Leuzinger-Bohleber, Marianne; Fiedler, Georg; Bahrke, Ulrich; Kallenbach-Kaminski, Lisa; Kaufhold, Johannes; Ernst, Mareike; Hegele, Alexa; Schoett, Margarete; Kuechenhoff, Helmut; Guenther, Felix; Rueger, Bernhard; Beutel, Manfred (2019)
  Was sagt die LAC-Depressionsstudie nun wirklich aus?Erwiderung auf die methodenkritischen Betrachtungen
  In: Psychotherapeut, Vol. 65, No. 1: pp. 27-31
  
• Henkel, Imke; Thurman, Neil; Deffner, Veronika (2019)
  Comparing Journalism Cultures in Britain and Germany: Confrontation, Contextualization, Conformity
  In: Journalism Studies, Vol. 20, No. 14: pp. 1995-2013
  
• Hirsiger, Constanze; Schmidlin, Patrick Roger; Michaelis, Mary; Hirsch, Christian; Attin, Thomas; Heumann, Christian; Domejean, Sophie; Gernhardt, Christian Ralf (2019)
  Efficacy of 8% arginine on dentin hypersensitivity: A multicenter clinical trial in 273 patients over 24 weeks
  In: Journal of Dentistry, Vol. 83: pp. 1-6
  
• Jacobs, E.; Rathmann, W.; Toennies, T.; Arendt, D.; Marchowez, M.; Veith, L.; Kuss, O.; Brinks, R.; Hoyer, A. (2019)
  Age at diagnosis of Type 2 diabetes in Germany: a nationwide analysis based on claims data from 69 million people
  In: Diabetic Medicine
  
• Kangbai, Jia Bainga; Heumann, Christian; Hoelscher, Michael; Sahr, Foday; Froeschl, Guenter (2019)
  Epidemiological characteristics, clinical manifestations, and treatment outcome of 139 paediatric Ebola patients treated at a Sierra Leone Ebola treatment center
  In: BMC Infectious Diseases, Vol. 19
  
• Klima, André; Schlesinger, Thomas; Thurner, Paul W.; Küchenhoff, Helmut (2019)
  Combining Aggregate Data and Exit Polls for the Estimation of Voter Transitions
  In: Sociological Methods and Research, Vol. 48, No. 2: pp. 296-325
  
• Koerblein, Alfred; Kuechenhoff, Helmut (2019)
  Perinatal mortality after the Fukushima accident: a spatiotemporal analysis
  In: Journal of Radiological Protection, Vol. 39, No. 4: pp. 1021-1030
  
• Korepanova, Natalia; Seibold, Heidi; Steffen, Verena; Hothorn, Torsten (2019)
  Survival forests under test: Impact of the proportional hazards assumption on prognostic and predictive forests for amyotrophic lateral sclerosis survival
  In: Statistical Methods in Medical Research, Vol. 29, No. 5: pp. 1403-1419
  
• Leuzinger-Bohleber, Marianne; Hautzinger, Martin; Fiedler, Georg; Keller, Wolfram; Bahrke, Ulrich; Kallenbach, Lisa; Kaufhold, Johannes; Ernst, Mareike; Negele, Alexa; Schoett, Margerete; Kuechenhoff, Helmut; Guenther, Felix; Rueger, Bernhard; Beutel, Manfred (2019)
  Outcome of Psychoanalytic and Cognitive-Behavioural Long-Term Therapy with Chronically Depressed Patients: A Controlled Trial with Preferential and Randomized Allocation
  In: Canadian Journal of Psychiatry-Revue Canadienne De Psychiatrie, Vol. 64, No. 1: pp. 47-58
  
• Leuzinger-Bohleber, Marianne; Kaufhold, Johannes; Kallenbach, Lisa; Negele, Alexa; Ernst, Mareike; Keller, Wolfram; Fiedler, Georg; Hautzinger, Martin; Bahrke, Ulrich; Beutel, Manfred (2019)
  How to measure sustained psychic transformations in long-term treatments of chronically depressed patients: Symptomatic and structural changes in the LAC Depression Study of the outcome of cognitive-behavioural and psychoanalytic long-term treatments(*)
  In: International Journal of Psychoanalysis, Vol. 100, No. 1: pp. 99-127
  
• Minkwitz, Juliane; Scheipl, Fabian; Cartwright, Lydia; Campbell, Iain C.; Chittka, Tobias; Thormann, Julia; Hegerl, Ulrich; Sander, Christian; Himmerich, Hubertus (2019)
  Why some obese people become depressed whilst others do not: exploring links between cognitive reactivity, depression and obesity
  In: Psychology Health & Medicine, Vol. 24, No. 3: pp. 362-373
  
• Omar, Aziz; Augustin, Thomas (2019)
  Estimation of classification probabilities in small domains accounting for nonresponse relying on imprecise probability
  In: International Journal of Approximate Reasoning, Vol. 115: pp. 134-143
  
• Plass, Julia; Cattaneo, Marco E. G.; Augustin, Thomas; Schollmeyer, Georg; Heumann, Christian (2019)
  Reliable Inference in Categorical Regression Analysis for Non-randomly Coarsened Observations
  In: International Statistical Review, Vol. 87, No. 3: pp. 580-603
  
• Probst, Philipp; Boulesteix, Anne-Laure; Bischl, Bernd (2019)
  Tunability: Importance of Hyperparameters of Machine Learning Algorithms
  In: Journal of Machine Learning Research, Vol. 20
  
• Puth, Marie-Therese; Tutz, Gerhard; Heim, Nils; Muenster, Eva; Schmid, Matthias; Berger, Moritz (2019)
  Tree-based modeling of time-varying coefficients in discrete time-to-event models
  In: Lifetime Data Analysis, Vol. 26, No. 3: pp. 545-572
  
• Raei, Mehdi; Schmid, Volker; Moayyed, Majid; Mahaki, Behzad (2019)
  Spatio-temporal pattern of two common cancers among Iranian women: An adaptive smoothing model
  In: Journal of Buon, Vol. 24, No. 3: pp. 1268-1275
  
• Raei, Mehdi; Schmid, Volker J.; Moayyed, Majid; Mahaki, Behzad (2019)
  Spatio-temporal Pattern of Two Common Cancers Among Iranian Women: An Adaptive Smoothing Model
  In: JBUON, Vol. 24, No. 3: pp. 1268-1275 (full text available)
  
• Ramenzoni, Liza L.; Zuellig, Richard A.; Hussain, Abbas; Lehmann, Roger; Heumann, Christian; Attin, Thomas; Schmidlin, Patrick R. (2019)
  Bacterial supernatants elevate glucose-dependent insulin secretion in rat pancreatic INS-1 line and islet -cells via PI3K/AKT signaling
  In: Molecular and Cellular Biochemistry, Vol. 452, No. 1-2: pp. 17-27
  
• Saefken, Benjamin; Kneib, Thomas (2019)
  Conditional covariance penalties for mixed models
  In: Scandinavian Journal of Statistics
  
• Sakshaug, Joseph W.; Stegmaier, Jens; Trappmann, Mark; Kreuter, Frauke (2019)
  Does Benefit Framing Improve Record Linkage Consent Rates? A Survey Experiment
  In: Survey Research Methods, Vol. 13, No. 3: pp. 289-304
  
• Schauberger, Gunther; Tutz, Gerhard (2019)
  BTLLasso: A Common Framework and Software Package for the Inclusion and Selection of Covariates in Bradley-Terry Models
  In: Journal of Statistical Software, Vol. 88, No. 9
  
• Spanhel, Fabian; Kurz, Malte S. (2019)
  Simplified vine copula models: Approximations based on the simplifying assumption
  In: Electronic Journal of Statistics, Vol. 13, No. 1: pp. 1254-1291
  
• Sperl, Corinna; Gerber, Vinzenz; Driesslein, David; Klima, Andre; Becher, Anne M. (2019)
  Are Respiratory Clinical Signs in Horses Associated With Strongyle Egg Shedding Rates on Farms With Varying Egg Shedding Levels?
  In: Journal of Equine Veterinary Science, Vol. 75: pp. 104-111
  
• Steimer, Tanja; Bauer, Alexander; Kienzle, Ellen; Müller, Ralf S. (2019)
  Canine symmetrical lupoid onychomadesis in bearded collies
  In: Veterinary Dermatology, Vol. 30, No. 5
  
• Stoyanov, Stoyan; Rachev, Svetlozar T.; Mittnik, Stefan; Fabozzi, Frank J. (2019)
  PRICING DERIVATIVES IN HERMITE MARKETS
  In: International Journal of Theoretical and Applied Finance, Vol. 22, No. 6
  
• Trenner, Matthias; Salvermoser, Michael; Reutersberg, Benedikt; Busch, Albert; Schmid, Volker J.; Eckstein, Hans-Henning; Kuehnl, Andreas (2019)
  Regional variation in endovascular treatment rate and in-hospital mortality of abdominal aortic aneurysms in Germany
  In: VASA : European Journal of Vascular Medicine: pp. 1-8
  
• Tutz, Gerhard (2019)
  Modelling heterogeneity: on the problem of group comparisons with logistic regression and the potential of the heterogeneous choice model
  In: Advances in Data Analysis and Classification
  
• Tutz, Gerhard; Schneider, Micha (2019)
  Flexible uncertainty in mixture models for ordinal responses
  In: Journal of Applied Statistics, Vol. 46, No. 9: pp. 1582-1601
  
• Xu, Jiachen; Jayaram, Vinay; Schoelkopf, Bernhard; Grosse-Wentrup, Moritz (2019)
  Feature extraction from the Hermitian manifold for Brain-Computer Interfaces
  In: 2019 9Th International Ieee/Embs Conference on Neural Engineering (Ner): pp. 965-968
  
• Zahid, Faisal M.; Heumann, Christian (2019)
  Multiple imputation with sequential penalized regression
  In: Statistical Methods in Medical Research, Vol. 28, No. 5: pp. 1311-1327
  
• Zahid, Faisal Maqbool; Faisal, Shahla; Heumann, Christian (2019)
  Variable selection techniques after multiple imputation in high-dimensional data
  In: Statistical Methods and Applications
  
• Zeckey, Christian; Bogusch, Miriam; Borkovec, Martin; Becker, Christopher A.; Neuerburg, Carl; Weidert, Simon; Suero, Eduardo M.; Böcker, Wolfgang; Greiner, Axel; Kammerlander, Christian (2019)
  Radiographic cortical thickness parameters as predictors of rotational alignment in proximal femur fractures: A cadaveric study
  In: Journal of Orthopaedic Research, Vol. 37, No. 1: pp. 69-76
  

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2018

• Al-Jadaa, Anas; Attin, T.; Peltomaki, T.; Heumann, C.; Schmidlin, P. R.; PaquS, F. (2018)
  Influence of the internal anatomy on the leakage of root canals filled with thermoplastic technique
  In: Clinical Oral Investigations, Vol. 22, No. 3: pp. 1385-1393
  
• Arweiler, Nicole Birgit; Grelle, Friederike; Sculean, Anton; Heumann, Christian; Auschill, Thorsten M. (2018)
  Antibacterial Effect and Substantivity of Toothpaste Slurries In Vivo
  In: Oral Health & Preventive Dentistry, Vol. 16, No. 2: pp. 175-181
  
• Bauer, Alexander; Scheipl, Fabian; Kuechenhoff, Helmut; Gabriel, Alice-Agnes (2018)
  An introduction to semiparametric function-on-scalar regression
  In: Statistical Modelling, Vol. 18, No. 3-4: pp. 346-364 (full text available)
  
• Bender, Andreas; Groll, Andreas; Scheipl, Fabian (2018)
  A generalized additive model approach to time-to-event analysis
  In: Statistical Modelling, Vol. 18, No. 3-4: pp. 299-321 (full text available)
  
• Berger, Moritz; Tutz, Gerhard (2018)
  Tree-Structured Clustering in Fixed Effects Models
  In: Journal of Computational and Graphical Statistics, Vol. 27, No. 2: pp. 380-392
  
• Biberacher, Viola; Schmidt, Paul; Selter, Rebecca C.; Pernpeinter, Verena; Kowarik, Markus C.; Knier, Benjamin; Buck, Dorothea; Hoshi, Muna-Miriam; Korn, Thomas; Berthele, Achim; Kirschke, Jan S.; Zimmer, Claus; Hemmer, Bernhard; Muehlau, Mark (2018)
  Fatigue in multiple sclerosis: Associations with clinical, MRI and CSF parameters
  In: Multiple Sclerosis Journal, Vol. 24, No. 8: pp. 1115-1125 (full text available)
  
• Bollmann, Stella; Berger, Moritz; Tutz, Gerhard (2018)
  Item-Focused Trees for the Detection of Differential Item Functioning in Partial Credit Models
  In: Educational and Psychological Measurement, Vol. 78, No. 5: pp. 781-804 (full text available)
  
• Brandl, Caroline; Zimmermann, Martina E.; Günther, Felix; Barth, Teresa; Olden, Matthias; Schelter, Sabine C.; Kronenberg, Florian; Loss, Julika; Küchenhoff, Helmut; Helbig, Horst; Weber, Bernhard H. F.; Stark, Klaus J.; Heid, Iris M. (2018)
  On the impact of different approaches to classify age-related macular degeneration: Results from the German AugUR study
  In: Scientific Reports, Vol. 8 (full text available)
  
• Brendel, Matthias; Sauerbeck, Julia; Greven, Sonja; Kotz, Sebastian; Scheiwein, Franziska; Blautzik, Janusch; Delker, Andreas; Pogarell, Oliver; Ishii, Kazunari; Bartenstein, Peter; Rominger, Axel (2018)
  Serotonin Selective Reuptake Inhibitor Treatment Improves Cognition and Grey Matter Atrophy but not Amyloid Burden During Two-Year Follow-Up in Mild Cognitive Impairment and Alzheimer's Disease Patients with Depressive Symptoms
  In: Journal of Alzheimers Disease, Vol. 65, No. 3: pp. 793-806
  
• Brockhaus, Sarah; Fuest, Andreas; Mayr, Andreas; Greven, Sonja (2018)
  Signal regression models for location, scale and shape with an application to stock returns
  In: Journal of the Royal Statistical Society Series C-Applied Statistics, Vol. 67, No. 3: pp. 665-686
  
• Buschek, Daniel (2018)
  A Model for Detecting and Locating Behaviour Changes in Mobile Touch Targeting Sequences
  In: Iui 2018: Proceedings of the 23Rd International Conference on Intelligent User Interfaces: pp. 477-486
  
• Cederbaum, Jona; Scheipl, Fabian; Greven, Sonja (2018)
  Fast symmetric additive covariance smoothing
  In: Computational Statistics & Data Analysis, Vol. 120: pp. 25-41
  
• Deffner, Veronika; Kuechenhoff, Helmut; Breitner, Susanne; Schneider, Alexandra; Cyrys, Josef; Peters, Annette (2018)
  Mixtures of Berkson and classical covariate measurement error in the linear mixed model: Bias analysis and application to a study on ultrafine particles
  In: Biometrical Journal, Vol. 60, No. 3: pp. 480-497
  
• Doering, Dorothea; Backofen, Ilona; Schmidt, Jörg; Bauer, Alexander; Erhard, Michael H. (2018)
  Use of beds by laboratory beagles
  In: Journal of Veterinary Behavior-Clinical Applications and Research, Vol. 28: pp. 6-10
  
• Fink, Holger; Fuest, Andreas; Port, Henry (2018)
  The Impact of Sovereign Yield Curve Differentials on Value-at-Risk Forecasts for Foreign Exchange Rates
  In: Risks, Vol. 6, No. 3 (full text available)
  
• Fink, Holger; Schluechtermann, Georg (2018)
  Fractional Levy Cox-Ingersoll-Ross and Jacobi processes
  In: Statistics & Probability Letters, Vol. 142: pp. 84-91
  
• Groll, Andreas; Kneib, Thomas; Mayr, Andreas; 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, Vol. 14, No. 2: pp. 65-79
  
• Happ, Clara; Greven, Sonja (2018)
  Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains
  In: Journal of the American Statistical Association, Vol. 113, No. 522: pp. 649-659
  
• Happ, Clara; Greven, Sonja; Schmid, Volker J. (2018)
  The impact of model assumptions in scalar‐on‐image regression
  In: Statistics in Medicine, Vol. 37, No. 28: pp. 4298-4317
  
• Hawlitschek, Florian; Stofberg, Nicole; Teubner, Timm; Tu, Patrick; Weinhardt, Christof (2018)
  How Corporate Sharewashing Practices Undermine Consumer Trust
  In: Sustainability, Vol. 10, No. 8 (full text available)
  
• Hothorn, Torsten; Möst, Lisa; Bühlmann, Peter (2018)
  Most Likely Transformations
  In: Scandinavian Journal of Statistics, Vol. 45, No. 1: pp. 110-134
  
• Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (2018)
  A probabilistic evaluation framework for preference aggregation reflecting group homogeneity
  In: Mathematical Social Sciences, Vol. 96: pp. 49 - 62
  
• Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (2018)
  Concepts for decision making under severe uncertainty with partial ordinal and partial cardinal preferences
  In: International Journal of Approximate Reasoning, Vol. 98: pp. 112 - 131
  
• Kauermann, Göran; Becher, Heiko; Maier, Verena (2018)
  Exploring the statistical uncertainty in acceptable exposure limit values for hexavalent chromium exposure
  In: Journal of Exposure Science and Environmental Epidemiology, Vol. 28: pp. 69-75
  
• Kauermann, Göran; Seidl, Thomas (2018)
  Data Science: a proposal for a curriculum
  In: International Journal of Data Science and Analytics
  
• Kellmeyer, Philipp; Grosse-Wentrup, Moritz; Schulze-Bonhage, Andreas; Ziemann, Ulf; Ball, Tonio (2018)
  Electrophysiological correlates of neurodegeneration in motor and non-motor brain regions in amyotrophic lateral sclerosis-implications for brain-computer interfacing
  In: Journal of Neural Engineering, Vol. 15, No. 4
  
• Khan, Muhammad Yousaf; Mittnik, Stefan (2018)
  Nonlinear time series modeling and forecasting the seismic data of the Hindu Kush region
  In: Journal of Seismology, Vol. 22, No. 1: pp. 353-376
  
• Kiefer-Hecker, Britta; Bauer, Alexander; Dobenecker, Britta (2018)
  Effects of low phosphorus intake on serum calcium, phosphorus, alkaline phosphatase activity and parathyroid hormone in growing dogs
  In: Journal of Animal Physiology and Animal Nutrition, Vol. 102, No. 6: pp. 1749-1758
  
• Komboz, Basil; Strobl, Carolin; Zeileis, Achim (2018)
  Tree-Based Global Model Tests for Polytomous Rasch Models
  In: Educational and Psychological Measurement, Vol. 78, No. 1: pp. 128-166
  
• Kuehnl, Andreas; Salvermoser, Michael; Erk, Alexander; Trenner, Matthias; Schmid, Volker J.; Eckstein, Hans-Henning (2018)
  Spatial Analysis of Hospital Incidence and in Hospital Mortality of Abdominal Aortic Aneurysms in Germany: Secondary Data Analysis of Nationwide Hospital Episode (DRG) Data
  In: European Journal of Vascular and Endovascular Surgery, Vol. 55, No. 6: pp. 852-859
  
• Kuehnl, Andreas; Salvermoser, Michael; Knipfer, Eva; Zimmermann, Andreas; Schmid, Volker J.; Eckstein, Hans-Henning (2018)
  Regional frequency variation of revascularization procedures for carotid stenosis in Germany
  In: Gefäßchirurgie, Vol. 23, No. Suppl. 2: pp. 56-65
  
• Kuehnl, Andreas; Salvermoser, Michael; Knipfer, Eva; Zimmermann, Andreas; Schmid, Volker J.; Eckstein, Hans-Henning (2018)
  Regionale Häufigkeit von revaskularisierenden Prozeduren bei Karotisstenose in Deutschland
  In: Gefäßchirurgie, Vol. 23, No. 7: pp. 519-528
  
• Kurz, Malte S. (2018)
  A note on low-dimensional Kalman smoothers for systems with lagged states in the measurement equation
  In: Economics Letters, Vol. 168: pp. 42-45
  
• Kushwaha, Nidhi; Sun, Xudong; Singh, Bharat; Vyas, O. P. (2018)
  A Lesson learned from PMF based approach for Semantic Recommender System
  In: Journal of Intelligent Information Systems, Vol. 50, No. 3: pp. 441-453
  
• Köhler, Meike; Umlauf, Nikolaus; Greven, Sonja (2018)
  Nonlinear association structures in flexible Bayesian additive joint models
  In: Statistics in Medicine, Vol. 37, No. 30: pp. 4771-4788
  
• Leehr, Elisabeth J.; Schag, Kathrin; Dresler, Thomas; Grosse-Wentrup, Moritz; Hautzinger, Martin; Fallgatter, Andreas J.; Zipfel, Stephan; Giel, Katrin E.; Ehlis, Ann-Christine (2018)
  Food specific inhibitory control under negative mood in binge-eating disorder: Evidence from a multimethod approach*
  In: International Journal of Eating Disorders, Vol. 51, No. 2: pp. 112-123
  
• Mahaki, Behzad; Mehrabi, Yadollah; Kavousi, Amir; Schmid, Volker J. (2018)
  Joint Spatio-temporal Shared Component Model with an Application in Iran Cancer Data
  In: Asian Pacific Journal of Cancer Prevention, Vol. 19, No. 6: pp. 1553-1560
  
• Mittnik, Stefan; Semmler, Willi (2018)
  Overleveraging, Financial Fragility, And The Banking-Macro Link: Theory And Empirical Evidence
  In: Macroeconomic Dynamics, Vol. 22, No. 1: pp. 4-32
  
• Mokros, Andreas; Habermeyer, Elmar; Kuechenhoff, Helmut (2018)
  The Uncertainty of Psychological and Psychiatric Diagnoses
  In: Psychological Assessment, Vol. 30, No. 4: pp. 556-560
  
• Raei, Mehdi; Schmid, Volker J.; Mahaki, Behzad (2018)
  Bivariate spatiotemporal disease mapping of cancer of the breast and cervix uteri among Iranian women
  In: Geospatial Health, Vol. 13, No. 1: pp. 164-171
  
• Ruegamer, David; Greven, Sonja (2018)
  Selective inference after likelihood- or test-based model selection in linear models
  In: Statistics & Probability Letters, Vol. 140: pp. 7-12
  
• Rügamer, David; Brockhaus, Sarah; Gentsch, Kornelia; Scherer, Klaus; Greven, Sonja (2018)
  Boosting factor-specific functional historical models for the detection of synchronization in bioelectrical signals
  In: Journal of the Royal Statistical Society Series C-Applied Statistics, Vol. 67, No. 3: pp. 621-642
  
• Saleem, Mubashir; Pisani, Flavio; Zahid, Faisal Maqbool; Georgakopoulos, Ioannis; Pustina-Krasniqi, Teuta; Xhajanka, Edit; Almasri, Maher (2018)
  Adjunctive Platelet-Rich Plasma (PRP) in Infrabony Regenerative Treatment: A Systematic Review and RCT's Meta-Analysis
  In: Stem Cells International, Vol. 2018 (full text available)
  
• Schauberger, Gunther; Groll, Andreas (2018)
  Predicting matches in international football tournaments with random forests
  In: Statistical Modelling, Vol. 18, No. 5-6: pp. 460-482
  
• Schellhase, Christian; Spanhel, Fabian (2018)
  Estimating non-simplified vine copulas using penalized splines
  In: Statistics and Computing, Vol. 28, No. 2: pp. 387-409
  
• Schmid, Matthias; Tutz, Gerhard; Welchowski, Thomas (2018)
  Discrimination measures for discrete time-to-event predictions
  In: Econometrics and Statistics, Vol. 7: pp. 153-164
  
• Schmidt, Kristina Emily; Auschill, Thorsten Mathias; Heumann, Christian; Frankenberger, Roland; Eick, Sigrun; Sculean, Anton; Arweiler, Nicole Birgit (2018)
  Clinical and laboratory evaluation of the effects of different treatment modalities on titanium healing caps: a randomized, controlled clinical trial
  In: Clinical Oral Investigations, Vol. 22, No. 6: pp. 2149-2160
  
• Schomaker, Michael; Heumann, Hristian (2018)
  Bootstrap inference when using multiple imputation
  In: Statistics in Medicine, Vol. 37, No. 14: pp. 2252-2266
  
• Shaw, Pamela A.; Deffner, Veronika; Keogh, Ruth H.; Tooze, Janet A.; Dodd, Kevin W.; Küchenhoff, Helmut; Kipnis, Victor; Freedman, Laurence S. (2018)
  Epidemiologic analyses with error-prone exposures: review of current practice and recommendations
  In: Annals of Epidemiology, Vol. 28, No. 11: pp. 821-828
  
• Simone, Rosaria; Tutz, Gerhard (2018)
  Modelling uncertainty and response styles in ordinal data
  In: Statistica Neerlandica, Vol. 72, No. 3: pp. 224-245
  
• Tanaka, Luana F.; Latorre, Maria do Rosario D. O.; Gutierrez, Eliana B.; Curado, Maria P.; Dal Maso, Luigino; Herbinger, Karl-Heinz; Froeschl, Guenter; Heumann, Christian (2018)
  Cancer survival in people with AIDS: A population-based study from Sao Paulo, Brazil
  In: International Journal of Cancer, Vol. 142, No. 3: pp. 524-533
  
• Thomas, Janek; Mayr, Andreas; Bischl, Bernd; Schmid, Matthias; Smith, Adam; Hofner, Benjamin (2018)
  Gradient boosting for distributional regression: faster tuning and improved variable selection via noncyclical updates
  In: Statistics and Computing, Vol. 28, No. 3: pp. 673-687
  
• Trenner, Matthias; Kuehnl, Andreas; Salvermoser, Michael; Reutersberg, Benedikt; Geisbuesch, Sarah; Schmid, Volker J.; Eckstein, Hans Henning (2018)
  Editor's Choice – High Annual Hospital Volume is Associated with Decreased in Hospital Mortality and Complication Rates Following Treatment of Abdominal Aortic Aneurysms: Secondary Data Analysis of the Nationwide German DRG Statistics from 2005 to 2013
  In: European Journal of Vascular and Endovascular Surgery, Vol. 55, No. 2: pp. 185-194
  
• Tutz, Gerhard (2018)
  Binary Response Models with Underlying Heterogeneity: Identification and Interpretation of Effects
  In: European Sociological Review, Vol. 34, No. 2: pp. 211-221
  
• Tutz, Gerhard; Berger, Moritz (2018)
  Tree-structured modelling of categorical predictors in generalized additive regression
  In: Advances in Data Analysis and Classification, Vol. 12, No. 3: pp. 737-758
  
• Tutz, Gerhard; Schauberger, Gunther; Berger, Moritz (2018)
  Response Styles in the Partial Credit Model
  In: Applied Psychological Measurement (full text available)
  
• Verhaelen, K.; Bauer, A.; Günther, F.; Müller, B.; Nist, M.; Celik, B. Uelker; Weidner, C.; Kuechenhoff, H.; Wallner, P. (2018)
  Anticipation of food safety and fraud issues: ISAR - A new screening tool to monitor food prices and commodity flows
  In: Food Control, Vol. 94: pp. 93-101
  
• Winkler, Thomas W.; Günther, Felix; Höllerer, Simon; Zimmermann, Martina; Loos, Ruth J. F.; Kutalik, Zoltan; Heid, Iris M. (2018)
  A joint view on genetic variants for adiposity differentiates subtypes with distinct metabolic implications
  In: Nature Communications, Vol. 9 (full text available)
  

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2017

• Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (eds.) (2017)
  Exit Polls und Hybrid-Modelle. Ein neuer Ansatz zur Modellierung von Wählerwanderungen
  Wiesbaden: Springer
  
• Augustin, Thomas; Doria, Serena; Marinacci, Mássimo (2017)
  Imprecise Probability: Theories and Applications. Editorial to Virtual Special Issue on the Ninth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA 2015)
  In: International Journal of Approximate Reasoning, Vol. 84: pp. 39-40
  
• Augustin, Thomas; Seising, Rudolf (2017)
  Kurt Weichselberger's Contribution to Imprecise Probabilities
  Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 10 - 14 July 2017, Lugano, Switzerland
  
• Bock, Niko C.; Seibold, Laura; Heumann, Christian; Gnandt, Erhard; Roder, Miriam; Ruf, Sabine (2017)
  Changes in white spot lesions following post-orthodontic weekly application of 1.25 per cent fluoride gel over 6 months-a randomized placebo-controlled clinical trial. Part I: photographic data evaluation
  In: European Journal of Orthodontics, Vol. 39, No. 2: pp. 134-143
  
• Bock, Niko C.; Seibold, Laura; Heumann, Christian; Gnandt, Erhard; Roder, Miriam; Ruf, Sabine (2017)
  Changes in white spot lesions following post-orthodontic weekly application of 1.25 per cent fluoride gel over 6 months-a randomized placebo-controlled clinical trial. Part II: clinical data evaluation
  In: European Journal of Orthodontics, Vol. 39, No. 2: pp. 144-152
  
• Bothmann, Ludwig; Menzel, Annette; Menze, Björn H.; Schunk, Christian; Kauermann, Göran (2017)
  Automated Processing of Webcam Images for Phenological Classification
  In: PLOS ONE, Vol. 12, No. 2: pp. 1-23 (full text available)
  
• Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja (2017)
  Boosting Flexible Functional Regression Models with a High Number of Functional Historical Effects
  In: Statistics and Computing, Vol. 27, No. 4: pp. 913-926
  
• Carton, Daniel; Olszowy, Wiktor; Wollherr, Dirk; Buss, Martin (2017)
  Socio-Contextual Constraints for Human Approach with a Mobile Robot
  In: International Journal of Social Robotics, Vol. 9, No. 2: pp. 309-327
  
• Casalicchio, Giuseppe; Lesaffre, Emmanuel; Küchenhoff, Helmut; Bruyneel, Luk (2017)
  Nonlinear Analysis to Detect if Excellent Nursing Work Environments Have Highest Well-Being
  In: Journal of Nursing Scholarship, Vol. 49, No. 5: pp. 537-547
  
• Cosgarea, Raluca; Heumann, Christian; Juncar, Raluca; Tristiu, Roxana; Lascu, Liana; Salvi, Giovanni E.; Arweiler, Nicole B.; Sculean, Anton (2017)
  One year results of a randomized controlled clinical study evaluating the effects of non-surgical periodontal therapy of chronic periodontitis in conjunction with three or seven days systemic administration of amoxicillin/metronidazole
  In: PLOS One, Vol. 12, No. 6 (full text available)
  
• Csereklyei, Zsuzsanna; Thurner, Paul W.; Langer, Johannes; Küchenhoff, Helmut (2017)
  Energy paths in the European Union. A model-based clustering approach
  In: Energy Economics, Vol. 65: pp. 442-457
  
• Döring, Dorothea; Nick, Ophelia; Bauer, Alexander; Küchenhoff, Helmut; Erhard, Michael H. (2017)
  How do rehomed laboratory beagles behave in everyday situations? Results from an observational test and a survey of new owners
  In: PLOS One, Vol. 12, No. 7 (full text available)
  
• Faisal, Shahla; Tutz, Gerhard (2017)
  Missing value imputation for gene expression data by tailored nearest neighbors
  In: Statistical Applications in Genetics and Molecular Biology, Vol. 16, No. 2: pp. 95-106
  
• Farsani, Zahra Amini; Schmid, Volker J. (2017)
  Maximum Entropy Approach in Dynamic Contrast-Enhanced Magnetic Resonance Imaging
  In: Methods of Information in Medicine, Vol. 56, No. 6: pp. 461-468
  
• Fink, Holger; Geppert, Sabrina (2017)
  Implied correlation indices and volatility forecasting
  In: Applied Economics Letters, Vol. 24, No. 9: pp. 584-588
  
• Fink, Paul; Augustin, Thomas (2017)
  (Generalized) Linear Regression on Microaggregated Data. From Nuisance Parameter Optimization to Partial Identification
  Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 10 - 14 July 2017, Lugano, Switzerland
  
• Gasparrini, Antonio; Scheipl, Fabian; Armstrong, Ben; Kenward, Michael G. (2017)
  A Penalized Framework for Distributed Lag Non-Linear Models
  In: Biometrics, Vol. 73, No. 3: pp. 938-948
  
• Gefeller, Olaf; Hofner, Benjamin; Mayr, Andreas; Waldmann, Elisabeth (2017)
  Predictive Modelling Based on Statistical Learning in Biomedicine
  In: Computational and Mathematical Methods in Medicine, Vol. 2017 (full text available)
  
• Greven, Sonja; Scheipl, Fabian (2017)
  A general framework for functional regression modelling
  In: Statistical Modelling, Vol. 17, No. 43132: pp. 1-35 (full text available)
  
• Greven, Sonja; Scheipl, Fabian (2017)
  Rejoinder
  In: Statistical Modelling, Vol. 17, No. 1-2: pp. 100-115
  
• Groll, Andreas; Hastie, Trevor; Tutz, Gerhard (2017)
  Selection of Effects in Cox Frailty Models by Regularization Methods
  In: Biometrics, Vol. 73, No. 3: pp. 846-856
  
• Groll, Andreas; Tutz, Gerhard (2017)
  Variable selection in discrete survival models including heterogeneity
  In: Lifetime Data Analysis, Vol. 23, No. 2: pp. 305-338
  
• Janitza, Silke (2017)
  On the overestimation of random forest’s out-of-bag error
  (full text available)
  
• Jansen, Christoph; Augustin, Thomas; Schollmeyer, Georg (2017)
  Decision Theory Meets Linear Optimization Beyond Computation
  Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 14th European Conference, ECSQARU 2017, Lugano, Switzerland, July 10--14, 2017, Proceedings, 10 - 14 July 2017, Lugano, Switzerland
  
• Klaus, Katharina; Heumann, Christian; Ruf, Sabine (2017)
  Effect of orthognathic surgery on profile esthetics in Class II:1 malocclusions
  In: Journal of Orofacial Orthopedics-fortschritte Der Kieferorthopadie, Vol. 78, No. 6: pp. 472-479
  
• Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (2017)
  Studiendesign
  In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (eds.): Exit Polls und Hybrid-Modelle ; ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 55-76
  
• Klima, André; Schlesinger, Thomas; Thurner, Paul W.; Küchenhoff, Helmut (2017)
  Hybrid-Modelle
  In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (eds.): Exit Polls und Hybrid-Modelle ; ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 155-170
  
• Klima, André; Thurner, Paul W.; Molnar, Christoph; Schlesinger, Thomas; Küchenhoff, Helmut (2017)
  Ökologische Inferenz
  In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (eds.): Exit Polls und Hybrid-Modelle ; ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 127-154
  
• Köhler, Meike; Beyerlein, Andreas; Vehik, Kendra; Greven, Sonja; Umlauf, Nikolaus; Lernmark, Ake; Hagopian, William A.; Rewers, Marian; She, Jin-Xiong; Toppari, Jorma; Akolkar, Beena; Krischer, Jeffrey P.; Bonifacio, Ezio; Ziegler, Anette-G. (2017)
  Joint modeling of longitudinal autoantibody patterns and progression to type 1 diabetes: results from the TEDDY study
  In: Acta Diabetologica, Vol. 54, No. 11: pp. 1009-1017
  
• Köhler, Meike; Umlauf, Nikolaus; Beyerlein, Andreas; Winkler, Christiane; Ziegler, Anette-Gabriele; Greven, Sonja (2017)
  Flexible Bayesian additive joint models with an application to type 1 diabetes research
  In: Biometrical Journal, Vol. 59, No. 6: pp. 1144-1165
  
• Körblein, Alfred; Küchenhoff, Helmut (2017)
  Perinatal mortality after the Fukushima accident
  In: Journal of Radiological Protection, Vol. 37, No. 3
  
• Kühnl, Andreas; Erk, Alexander; Trenner, Matthias; Salvermoser, Michael; Schmid, Volker J.; Eckstein, Hans-Henning (2017)
  Incidence, Treatment and Mortality in Patients with Abdominal Aortic Aneurysms. An Analysis of Hospital Discharge Data from 2005-2014
  In: Deutsches Ärzteblatt international, Vol. 114, No. 22-23: pp. 391-398
  
• Liozidou, A.; Fragkoulakis, M.; Papazisis, G.; Tzortzi, A.; Behrakis, P. (2017)
  Prevalence of tobacco smoking among school teachers in Greece
  In: European Psychiatry, Vol. 41: pp. S577-S578
  
• Matiu, Michael; Bothmann, Ludwig; Steinbrecher, Rainer; Menzel, Annette (2017)
  Monitoring succession after a non-cleared windthrow in a Norway spruce mountain forest using webcam, satellite vegetation indices and turbulent CO2 exchange
  In: Agricultural and forest Meteorology, Vol. 244: pp. 72-81
  
• May, Elisabeth S.; Tiemann, Laura; Schmidt, Paul; Nickel, Moritz M.; Wiedemann, Nina; Dresel, Christian; Sorg, Christian; Ploner, Markus (2017)
  Behavioral responses to noxious stimuli shape the perception of pain
  In: Scientific Reports, Vol. 7 (full text available)
  
• Mayr, Andreas; Hofner, Benjamin; Waldmann, Elisabeth; Hepp, Tobias; Meyer, Sebastian; Gefeller, Olaf (2017)
  An Update on Statistical Boosting in Biomedicine
  In: Computational and Mathematical Methods in Medicine, Vol. 2017 (full text available)
  
• Oelker, Margret-Ruth; Tutz, Gerhard (2017)
  A uniform framework for the combination of penalties in generalized structured models
  In: Advances in Data Analysis and Classification, Vol. 11, No. 1: pp. 97-120
  
• Plass, Julia; Cattaneo, Marco; Schollmeyer, Georg; Augustin, Thomas (2017)
  On the testability of coarsening assumptions: A hypothesis test for subgroup independence
  In: International Journal of Approximate Reasoning, Vol. 90: pp. 292-306
  
• Plass, Julia; Cattaneo, Marco E. G. V.; Schollmeyer, Georg; Augustin, Thomas (2017)
  Testing of Coarsening Mechanisms: Coarsening at Random Versus Subgroup Independence
  In: Soft Methods for Data Science, Vol. 456: pp. 415-422
  
• Plass, Julia; Omar, Aziz; Augustin, Thomas (2017)
  Towards a Cautious Modelling of Missing Data in Small Area Estimation
  Tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA ’17), July 10-14, 2017, Lugano, Switzerland
  
• Pouplier, Marianne; Cederbaum, Jona; Hoole, Philip; Marin, Stefania; Greven, Sonja (2017)
  Mixed modeling for irregularly sampled and correlated functional data: Speech science applications
  In: Journal of the Acoustical Society of America, Vol. 142, No. 2: pp. 935-946
  
• Probst, Philipp; Au, Quay; Casalicchio, Giuseppe; Stachl, Clemens; Bischl, Bernd (2017)
  Multilabel Classification with R Package mlr
  In: The R Journal
  
• Probst, Philipp; Boulesteix, Anne-Laure (2017)
  To tune or not to tune the number of trees in random forest?
  
  
• Righart, R.; Schmidt, P.; Dahnke, R.; Biberacher, V.; Beer, A.; Buck, D.; Hemmer, B.; Kirschke, J. S.; Zimmer, C.; Gaser, C.; Mühlau, M. (2017)
  Volume versus surface-based cortical thickness measurements: A comparative study with healthy controls and multiple sclerosis patients
  In: PLOS One, Vol. 12, No. 7 (full text available)
  
• Righart, Ruthger; Biberacher, Viola; Jonkman, Laura E.; Klaver, Roel; Schmidt, Paul; Buck, Dorothea; Berthele, Achim; Kirschke, Jan S.; Zimmer, Claus; Hemmer, Bernhard; Geurts, Jeroen J. G.; Mühlau, Mark (2017)
  Cortical pathology in multiple sclerosis detected by the T1/T2-weighted ratio from routine magnetic resonance imaging
  In: Annals of Neurology, Vol. 82, No. 4: pp. 519-529
  
• Rudolph, Lukas (2017)
  Die Münchner Ergebnisse im Bundes- und Landesvergleich. Ein Ude-Effekt in München?
  In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (eds.): Exit Polls und Hybrid-Modelle. Ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 171-180
  
• Schauberger, Gunther; Tutz, Gerhard (2017)
  Subject-specific modelling of paired comparison data: A lasso-type penalty approach
  In: Statistical Modelling, Vol. 17, No. 3: pp. 223-243 (full text available)
  
• Schmid, Volker J.; Cremer, Marion; Cremer, Thomas (2017)
  Quantitative analyses of the 3D nuclear landscape recorded with super-resolved fluorescence microscopy
  In: Methods, Vol. 123: pp. 33-46 (full text available)
  
• Schmidt, Kristina Emily; Auschill, Thorsten Mathias; Heumann, Christian; Frankenberger, Roland; Eick, Sigrun; Sculean, Anton; Arweiler, Nicole Birgit (2017)
  Influence of different instrumentation modalities on the surface characteristics and biofilm formation on dental implant neck, in vitro
  In: Clinical Oral Implants Research, Vol. 28, No. 4: pp. 483-490
  
• Schmidt, Paul; Mühlau, Mark; Schmid, Volker J. (2017)
  Fitting large-scale structured additive regression models using Krylov subspace methods
  In: Computational Statistics and Data Analysis, Vol. 105: pp. 59-75
  
• Schollmeyer, Georg; Jansen, Christoph; Augustin, Thomas (2017)
  A simple descriptive method for multidimensional item response theory based on stochastic dominance
  (full text available)
  
• Schollmeyer, Georg; Jansen, Christoph; Augustin, Thomas (2017)
  Detecting stochastic dominance for poset-valued random variables as an example of linear programming on closure systems
  (full text available)
  
• Schulze Waltrup, L.; Kauermann, G. (2017)
  Smooth Expectiles for Panel Data using Penalized Splines
  In: Statistics and Computing, Vol. 27, No. 1: pp. 271-282
  
• Seibold, Sebastian; Bässler, Claus; Brandl, Roland; Fahrig, Lenore; Förster, Bernhard; Heurich, Marco; Hothorn, Torsten; Scheipl, Fabian; Thorn, Simon; Müller, Jörg (2017)
  An experimental test of the habitat-amount hypothesis for saproxylic beetles in a forested region
  In: Ecology, Vol. 98, No. 6: pp. 1613-1622
  
• Thiemichen, S.; Kauermann, G. (2017)
  Stable Exponential Random Graph Models with Non-parametric Components for Large Dense Networks
  In: Social Networks, Vol. 49: pp. 67-80
  
• Thomas, Janek; Hepp, Tobias; Mayr, Andreas; Bischl, Bernd (2017)
  Probing for Sparse and Fast Variable Selection with Model-Based Boosting
  In: Computational and Mathematical Methods in Medicine, Vol. 2017 (full text available)
  
• Thurner, Paul W.; Klima, André; Rudolph, Lukas (2017)
  Wählerwanderung bei Landtags- und Bundestagswahl 2013
  In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (eds.): Exit Polls und Hybrid-Modelle ; ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 171-180
  
• Thurner, Paul W.; Küchenhoff, Helmut (2017)
  Zusammenfassung und Fazit
  In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (eds.): Exit Polls und Hybrid-Modelle ; ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 181-184
  
• Thurner, Paul W.; Selzer, Mirjam; Klima, André; Küchenhoff, Helmut (2017)
  Ausgangspunkt und Motivation der Studie
  In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam; Thurner, Paul W. (eds.): Exit Polls und Hybrid-Modelle ; ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 1-20
  
• Tutz, Gerhard; Schneider, Micha; Iannario, Maria; Piccolo, Domenico (2017)
  Mixture models for ordinal responses to account for uncertainty of choice
  In: Advances in Data Analysis and Classification, Vol. 11, No. 2: pp. 281-305
  
• Verhaelen, Katharina; Celik, Beyza Ülker; Müller, Britta; Bauer, Alexander; Nist, Matthias; Günther, Felix; Küchenhoff, Helmut; Rapp, Martin; Dach, Anna; Klinger, Richard; Carl, Anja; Schulze, Gesine; Höbel, Werner; Weidner, Christian; Wallner, Peter (2017)
  Nutzen eines Frühwarnsystems in der risikoorientierten Lebensmittelüberwachung und im präventiven Verbraucherschutz
  In: Journal für Verbraucherschutz und Lebensmittelsicherheit-Journal of Consumer Protection and Food Safety, Vol. 12: pp. S27-S31
  
• Wiefarn, Stefan; Kostev, Karel; Heumann, Christian; Rettelbach, Anja (2017)
  Einfluss des Disease-Management-Programms auf den HbA1c-Wert bei Typ-2-Diabetes-mellitus-Patienten: Ein retrospektiver Vergleich zwischen Disease Management Programm und Regelversorgung
  In: Deutsche Medizinische Wochenschrift, Vol. 142, No. 21
  

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2016

• Adebayo, Samson B.; Gayawan, Ezra; Heumann, Christian; Seiler, Christian (2016)
  Joint modeling of Anaemia and Malaria in children under five in Nigeria
  In: Spatial and Spatio-Temporal Epidemiology, Vol. 17: pp. 105-115
  
• Al-Jadaa, Anas; Abreu, Danielle de; Attin, Thomas; Peltomaki, Timo; Heumann, Christian; Schmidlin, Patrick Roger (2016)
  Evaluation of a novel repetitive gas-enhanced permeation test for restoration leakage determination after thermo-mechanical loading
  In: Acta Odontologica Scandinavica, Vol. 74, No. 3: pp. 202-209
  
• Bauer, Nadja; Friedrichs, Klaus; Bischl, Bernd; Weihs, Claus (2016)
  Fast Model Based Optimization of Tone Onset Detection by Instance Sampling
  In: Wilhelm, Adalbert F. X.; Kestler, Hans A. (eds.): Analysis of Large and Complex Data. Cham: Springer. pp. 461-472
  
• Baurecht, Hansjörg; Hotze, Melanie; Rodríguez, Elke; Manz, Judith; Weidinger, Stephan; Cordell, Heather J.; Augustin, Thomas; Strauch, Konstantin (2016)
  Compare and Contrast Meta Analysis (CCMA): A Method for Identification of Pleiotropic Loci in Genome-Wide Association Studies
  In: PLOS ONE, Vol. 11, No. 5 (full text available)
  
• Beer, A.; Biberacher, V.; Schmidt, P.; Righart, R.; Buck, D.; Berthele, A.; Kirschke, J.; Zimmer, C.; Hemmer, B.; Mühlau, M. (2016)
  Tissue damage within normal appearing white matter in early multiple sclerosis: assessment by the ratio of T1-and T2-weighted MR image intensity
  In: Journal of Neurology, Vol. 263, No. 8: pp. 1495-1502
  
• Beutel, Manfred E.; Bahrke, Ulrich; Fiedler, Georg; Hautzinger, Martin; Kallenbach, Lisa; Kaufhold, Johannes; Keller, Wolfram; Negele, Alexa; Rüger, Bernhard; Leuzinger-Bohleber, Marianne; Ernst, Mareike (2016)
  LAC-Depressionsstudie. Psychoanalytische und kognitiv-verhaltenstherapeutische Langzeittherapien bei chronischer Depression
  In: Psychotherapeut, Vol. 61, No. 6: pp. 468-475
  
• Biberacher, V.; Schmidt, P.; Selter, R. C.; Pernpeintner, V.; Kowarik, M. C.; Buck, D.; Korn, T.; Berthele, A.; Kirschke, J.; Zimmer, C.; Hemmer, B.; Mühlau, M. (2016)
  Chasing the driver of fatigue in multiple sclerosis: brain MRI versus CSF.
  In: Multiple Sclerosis Journal, Vol. 22: pp. 31-32 (full text available)
  
• Biberacher, Viola; Schmidt, Paul; Keshavan, Anisha; Boucard, Christine C.; Righart, Ruthger; Sämann, Philipp; Preibisch, Christine; Fröbel, Daniel; Aly, Lilian; Hemmer, Bernhard; Zimmer, Claus; Henry, Roland G.; Mühlau, Mark (2016)
  Intra-and interscanner variability of magnetic resonance imaging based volumetry in multiple sclerosis
  In: Neuroimage, Vol. 142: pp. 479-488
  
• Bischl, Bernd; Kerschke, Pascal; Kotthoff, Lars; Lindauer, Marius; Malitsky, Yuri; Frechétte, Alexandre; Hoos, Holger; Hutter, Frank; Leyton-Brown, Kevin; Tierney, Kevin; Vanschoren, Joaquin (2016)
  ASlib: A Benchmark Library for Algorithm Selection
  In: Artificial Intelligence, Vol. 237: pp. 41-58
  
• Bischl, Bernd; Kühn, Tobias; Szepannek, Gero (2016)
  On Class Imbalance Correction for Classification Algorithms in Credit Scoring
  In: Lübbecke, Marco (eds.): Operations Research Proceedings 2014. Cham: Springer International Publishing. pp. 37-43
  
• Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jajob; Studerus, Erich; Casalicchio, Giuseppe; Jones, Zachary M. (2016)
  mlr: Machine Learning in R
  In: Journal of Machine Learning Research, Vol. 17
  
• Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe; Jones, Zachary M. (2016)
  mlr: Machine Learning in R
  In: Journal of Machine Learning Research, Vol. 17, No. 1: pp. 5938-5942
  
• Boeckh-Behrens, Tobias; Kleine, Justus F.; Zimmer, Claus; Neff, Frauke; Scheipl, Fabian; Pelisek, Jaroslav; Schirmer, Lucas; Nguyen, Kim; Karatas, Deniz; Poppert, Holger (2016)
  Thrombus Histology Suggests Cardioembolic Cause in Cryptogenic Stroke
  In: Stroke, Vol. 47, No. 7: pp. 1864-1871
  
• Bothmann, Ludwig; Windmann, Michael; Kauermann, Göran (2016)
  Realtime Classification of Fish in Underwater Sonar Videos
  In: Journal of the Royal Statistical Society: Series C (Applied Statistics), Vol. 65, No. 4: pp. 565-584
  
• Boulesteix, Anne-Laure; Wilson, Rory; Hapfelmeier, Alexander (2016)
  Towards evidence-based computational statistics: lessons from clinical research on the role and design of real-data benchmark studies
  (full text available)
  
• Brandl, Caroline; Breinlich, Valentin; Stark, Klaus J.; Enzinger, Sabrina; Aßenmacher, Matthias; Olden, Matthias; Grassmann, Felix; Graw, Jochen; Heier, Margit; Peters, Annette; Helbig, Horst; Küchenhoff, Helmut; Weber, Bernhard H. F.; Heid, Iris M. (2016)
  Features of Age-Related Macular Degeneration in the General Adults and Their Dependency on Age, Sex, and Smoking: Results from the German KORA Study
  In: PLOS ONE, Vol. 11, No. 11 (full text available)
  
• Brettner, Florian; Janitza, Silke; Prüll, Kathrin.; Weninger, Ernst; Mansmann, Ulrich; Küchenhoff, Helmut; Jovanovic, Alexander; Pollwein, Bernhard; Chappell, Daniel; Zwissler, Bernhard; Dossow, Vera von (2016)
  Gender-Specific Differences in Low-Dose Haloperidol Response for Prevention of Postoperative Nausea and Vomiting: A Register-Based Cohort Study
  In: PLOS ONE, Vol. 11, No. 1 (full text available)
  
• Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich; Greven, Sonja (2016)
  Boosting Flexible Functional Regression Models with a High Number of Functional Historical Effects
  In: Statistics and Computing
  
• Bruns, P.; Paschedag, H.; Kauermann, G. (2016)
  Anerkannte wissenschaftliche Grundsätze zur Erstellung qualifizierter Mietspiegel
  In: Zeitschrift für Miet- und Raumrecht, Vol. 69: pp. 669-679
  
• Carton, Daniel; Olszowy, Wiktor; Wollherr, Dirk (2016)
  Measuring the Effectiveness of Readability for Mobile Robot Locomotion
  In: International Journal of Social Robotics, Vol. 8, No. 5: pp. 721-741
  
• Casalicchio, Giuseppe; Bischl, Bernd; Boulesteix, Anne-Laure; Schmid, Matthias (2016)
  The residual-based predictiveness curve: A visual tool to assess the performance of prediction models
  In: Biometrics, Vol. 72, No. 2: pp. 392-401
  
• Cederbaum, Jona; Pouplier, Marianne; Hoole, Phil; Greven, Sonja (2016)
  Functional linear mixed models for irregularly or sparsely sampled data
  In: Statistical Modelling, Vol. 16, No. 1: pp. 67-88 (full text available)
  
• Cosgarea, Raluca; Juncar, Raluca; Heumann, Christian; Tristiu, Roxana; Lascu, Liana; Arweiler, Nicole; Stavropoulos, Andreas; Sculean, Anton (2016)
  Non-surgical periodontal treatment in conjunction with 3 or 7days systemic administration of amoxicillin and metronidazole in severe chronic periodontitis patients. A placebo-controlled randomized clinical study
  In: Journal of Clinical Periodontology, Vol. 43, No. 9: pp. 767-777
  
• Csereklyei, Zsuzsanna; Thurner, Paul W.; Bauer, Alexander; Küchenhoff, Helmut (2016)
  The effect of economic growth, oil prices, and the benefits of reactor standardization: Duration of nuclear power plant construction revisited
  In: Energy Policy, Vol. 91: pp. 49-59
  
• Deffner, Veronika; Küchenhoff, Helmut; Maier, Verena; Pitz, Mike; Cyrys, Josef; Breitner, Susanne; Schneider, Alexandra; Gu, Jinwei; Geruschkat, Uta; Peters, Annette (2016)
  Two-level statistical modeling of outdoor and time-activity patterns during three seasons
  In: Journal of Exposure Science and Environmental Epidemiology, Vol. 26, No. 1: pp. 17-25
  
• Degroote, Hans; Bischl, Bernd; Kotthoff, Lars; De Causmaecker, Patrick (2016)
  Reinforcement Learning for Automatic Online Algorithm Selection - an Empirical Study
  16th ITAT Conference Information Technologies - Applications and Theory, 15.-19. September 2016, Tatranské Matliare
  
• Döring, Dorothea; Haberland, Barbara; Ossig, Andrea; Küchenhoff, Helmut; Dobenecker, Britta; Hack, Rüdiger; Schmidt, Jörg; Erhard, Michael H. (2016)
  Behavior of laboratory beagles: Assessment in a standardized behavior test using novel stimuli and situations
  In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 11: pp. 18-25
  
• Döring, Dorothea; Ketter, Daphne; Klima, André; Küchenhoff, Helmut; Dobenecker, Britta; Schmidt, Jörg; Erhard, Michael H. (2016)
  Horn of calf hooves as chews in laboratory dogs
  In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 13: pp. 39-45
  
• Endres, Eva; Augustin, Thomas (2016)
  Statistical Matching of Discrete Data by Bayesian Networks
  Eighth International Conference on Probabilistic Graphical Models, 6.-9. September 2016, Lugano
  
• Ernst, Ekkehard; Mittnik, Stefan; Semmler, Willi (2016)
  Interaction of Labour and Credit Market in Growth Regimes: A Theoretical and Empirical Analysis
  In: Economic Notes, Vol. 45, No. 3: pp. 393-422
  
• Fegg, Martin J.; Kudla, Dorothea; Brandstätter, Monika; Deffner, Veronika; Küchenhoff, Helmut (2016)
  Individual meaning in life assessed with the Schedule for Meaning in Life Evaluation: toward a circumplex meaning model
  In: Palliative and Supportive Care, Vol. 14, No. 2: pp. 91-98 (full text available)
  
• Feilke, Martina; Bischl, Bernd; Schmid, Volker J.; Gertheiss, Jan (2016)
  Boosting in Nonlinear Regression Models with an Application to DCE-MRI Data
  In: Methods of Information in Medicine, Vol. 55, No. 1: pp. 31-41
  
• Fink, Holger (2016)
  Conditional Distributions of Mandelbrot-Van Ness Fractional Lévy Processes and Continuous-Time ARMA-GARCH-type Models with Long Memory
  In: Journal of Time Series Analysis, Vol. 37, No. 1: pp. 30-45
  
• Gerber, Fabienne A.; Sahrmann, Philipp; Schmidlin, Oliver A.; Heumann, Christian; Beer, Jürg Hans; Schmidlin, Patrick R. (2016)
  Influence of obesity on the outcome of non-surgical periodontal therapy - a systematic review
  In: BMC Oral Health, Vol. 16 (full text available)
  
• Greven, Sonja; Scheipl, Fabian (2016)
  Comment. "Smoothing parameter and model selection for general smooth models".
  In: Journal of the American Statistical Association, Vol. 111, No. 516: pp. 1568-1573
  
• Heurich, Marco; Belotti, Elisa; Hagen, R.; Küchenhoff, Helmut (2016)
  Der Einfluss des Luchses auf die Bestände seiner Beutetiere
  In: AFZ, der Wald : allgemeine Forstzeitschrift für Waldwirtschaft und Umweltvorsorge, Vol. 2: pp. 13-15
  
• Heurich, Marco; Zeis, Klara; Küchenhoff, Helmut; Müller, Jörg; Belotti, Elisa; Bufka, Ludek; Woelfing, Benno (2016)
  Selective Predation of a Stalking Predator on Ungulate Prey
  In: PLOS ONE, Vol. 11, No. 8 (full text available)
  
• Horn, Daniel; Demircioğlu, Aydin; Bischl, Bernd; Glasmachers, Tobias; Weihs, Claus (2016)
  A Comparative Study on Large Scale Kernelized Support Vector Machines
  In: Advances in Data Analysis and Classification: pp. 1-17
  
• Janitza, Silke; Tutz, Gerhard; Boulesteix, Anne-Laure (2016)
  Random forest for ordinal responses: Prediction and variable selection
  In: Computational Statistics and Data Analysis, Vol. 96: pp. 57-73
  
• Jansen, Christoph; Schollmeyer, Georg; Augustin, Thomas (2016)
  A Probabilistic Evaluation Framework for Preference Aggregation Reflecting Group Homogeneity
  (full text available)
  
• Kauermann, Göran; Windmann, Michael (2016)
  Mietspiegel heute zwischen Realität und statistischen Möglichkeiten
  In: AStA Wirtschafts - und Sozialstatistisches Archiv
  
• Klima, André; Thurner, Paul W.; Molnar, Christoph; Schlesinger, Thomas; Küchenhoff, Helmut (2016)
  Estimation of voter transitions based on ecological inference. An empirical assessment of different approaches
  In: AStA Advances in Statistical Analysis, Vol. 100, No. 2: pp. 133-159
  
• Klüser, Lena; Holler, Peter; Simak, Julia; Tater, Guy; Smets, Pascale; Rügamer, David; Küchenhoff, Helmut; Wess, Gerhard (2016)
  Predictors of Sudden Cardiac Death in Doberman Pinschers with Dilated Cardiomyopathy
  In: Journal of Veterinary Internal Medicine, Vol. 30, No. 3: pp. 722-732
  
• Knier, Benjamin; Schmidt, Paul; Aly, Lilian; Buck, Dorothea; Berthele, Achim; Mühlau, Mark; Zimmer, Claus; Hemmer, Bernhard; Korn, Thomas (2016)
  Retinal inner nuclear layer volume reflects response to immunotherapy in multiple sclerosis
  In: Brain, Vol. 139: pp. 2855-2863
  
• Leuzinger-Bohleber, Marianne; Läzer, Katrin Luise; Pfenning-Meerkötter, Nicole; Neubert, Verena; Rüger, Bernhard; Fischmann, Tamara (2016)
  Preventing socio-emotional disturbances in children at risk
  In: Journal for Educational Research Online-Jero, Vol. 8, No. 1: pp. 110-131
  
• Marschallinger, Robert; Schmidt, Paul; Hofmann, Peter; Zimmer, Claus; Atkinson, Peter M.; Sellner, Johann; Trinka, Eugen; Mühlau, Mark (2016)
  A MS-lesion pattern discrimination plot based on geostatistics
  In: Brain and Behavior, Vol. 6, No. 3 (full text available)
  
• Palmera-Suárez, Rocio; López-Cuadrado, Teresa; Brockhaus, Sarah; Fernández-Cuenca, Rafael; Alcalde-Cabero, Enrique; Galán, Iñaki (2016)
  Severity of disability related to road traffic crashes in the Spanish adult population
  In: Accident Analysis and Prevention, Vol. 91: pp. 36-42
  
• Plass, Julia; Cattaneo, Marco E.G.V.; Schollmeyer, Georg; Augustin, Thomas (2016)
  Testing of coarsening mechanisms: Coarsening at random versus subgroup independence
  $pub.event_title, $pub.event_dates, $pub.event_location
  
• Popken, Jens; Schmid, Volker J.; Strauss, Axel; Guengoer, Tuna; Wolf, Eckhard; Zakhartchenko, Valeri (2016)
  Stage-dependent remodeling of the nuclear envelope and lamina during rabbit early embryonic development
  In: Journal of Reproduction and Development, Vol. 62, No. 2: pp. 127-135
  
• Pößnecker, Wolfgang; Tutz, Gerhard (2016)
  A General Framework for the Selection of Effect Type in Ordinal Regression
  (full text available)
  
• Rietzler, Michael; Geiselhart, Florian; Thomas, Janek; Rukzio, Enrico (2016)
  FusionKit: a generic toolkit for skeleton, marker and rigid-body tracking
  8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 21.-24. Juni 2016, Brüssel
  
• Schauberger, Gunther; Tutz, Gerhard (2016)
  Detection of differential item functioning in Rasch models by boosting techniques
  In: British Journal of Mathematical and Statistical Psychology, Vol. 69, No. 1: pp. 80-103
  
• Scheipl, Fabian; Gertheiss, Jan; Greven, Sonja (2016)
  Generalized functional additive mixed models
  In: Electronic Journal of Statistics, Vol. 10, No. 1: pp. 1455-1492
  
• Scheipl, Fabian; Gertheiss, Jan; Greven, Sonja (2016)
  Generalized functional additive mixed models
  In: Electronic Journal of Statistics, Vol. 10, No. 1: pp. 1455-1492
  
• Scheipl, Fabian; Greven, Sonja (2016)
  Identifiability in penalized function-on-function regression models
  In: Electronic Journal of Statistics, Vol. 10, No. 1: pp. 495-526
  
• Schiergens, Tobias S.; Lindenthaler, Andrea; Thomas, Michael N.; Rentsch, Markus; Mittermeier, Laura; Brand, Katharina; Küchenhoff, Helmut; Lee, Serene; Guba, Markus; Werner, Jens; Thasler, Wolfgang E. (2016)
  Time-dependent impact of age and comorbidities on long-term overall survival after liver resection
  In: Liver International, Vol. 36, No. 9: pp. 1340-1350
  
• Schiffner, Julia; Bischl, Bernd; Lang, Michel; Richter, Jakob; Jones, Zachary M.; Probst, Philipp; Pfisterer, Florian; Gallo, Mason; Kirchhoff, Dominik; Kühn, Tobias; Thomas, Janek; Kotthoff, Lars (2016)
  mlr Tutorial
  In: CoRR, Vol. abs/1609.06146
  
• Schmid, Matthias; Küchenhoff, Helmut; Hoerauf, Achim; Tutz, Gerhard (2016)
  A survival tree method for the analysis of discrete event times in clinical and epidemiological studies
  In: Statistics in Medicine, Vol. 35, No. 5: pp. 734-751
  
• Schneider, Barbara; Erhard, Michael H.; Scheipl, Fabian; Küchenhoff, Helmut; Döring, Dorothea (2016)
  Comparison of 2 gentling programs for laboratory rats: Effects on the behavior towards humans
  In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 12: pp. 73-81
  
• Schulze Waltrup, Linda; Kauermann, Göran (2016)
  A Short Note on Quantile and Expectile Estimation in Unequal Probability Samples
  In: Survey Methodology, Vol. 42, No. 1: pp. 179-187
  
• Schwarzer, Angela; Bergmann, Shana; Manitz, Juliane; Küchenhoff, Helmut; Erhard, Michael H.and Rauch (2016)
  Behavioral studies on the use of open water basins by American mink (Neovison vison)
  In: Journal of Veterinary Behavior: Clinical Applications and Research, Vol. 13: pp. 19-26
  
• Spanhel, Fabian; Kurz, Malte S. (2016)
  The partial copula: Properties and associated dependence measures
  In: Statistics & Probability Letters, Vol. 119: pp. 76-83
  
• Thiemichen, Stephanie; Friel, Nial; Caimo, Alberto; Kauermann, Göran (2016)
  Bayesian Exponential Random Graph Models with Nodal Random Effects
  In: Social Networks, Vol. 46: pp. 11-28
  
• Tutz, Gerhard; Berger, Moritz (2016)
  Item-focussed Trees for the Identification of Items in Differential Item Functioning
  In: Psychometrika, Vol. 81, No. 3: pp. 727-750
  
• Tutz, Gerhard; Berger, Moritz (2016)
  Response Styles in Rating Scales: Simultaneous Modeling of Content-Related Effects and the Tendency to Middle or Extreme Categories
  In: Journal of Educational and Behavioral Statistics, Vol. 41, No. 3: pp. 239-268 (full text available)
  
• Tutz, Gerhard; Koch, Dominik (2016)
  Improved nearest neighbor classifiers by weighting and selection of predictors
  In: Statistics and Computing, Vol. 26, No. 5: pp. 1039-1057
  
• Tutz, Gerhard; Petry, Sebastian (2016)
  Generalized additive models with unknown link function including variable selection
  In: Journal of Applied Statistics, Vol. 43, No. 15: pp. 2866-2885
  
• Tutz, Gerhard; Schmid, Matthias (2016)
  Modeling Discrete Time-to-Event Data
  Cham: Springer
  
• Waltrup, Linda Schulze; Kauermann, Göran (2016)
  A short note on quantile and expectile estimation in unequal probability samples
  In: Survey Methodology, Vol. 42, No. 1: pp. 179-187
  
• Weihs, Claus; Horn, Daniel; Bischl, Bernd (2016)
  Big data Classification: Aspects on Many Features and Many Observations
  In: Wilhelm, Adalbert F.X.; Kestler, Hans A. (eds.): Analysis of Large and Complex Data. Cham ; Heidelberg ; New York ; Dordrecht ; London: Springer. pp. 113-122
  
• Wen, Fangfang; Zuo, Bin; Wu, Yang; Dong, Xuanhao; Wang, Wei (2016)
  Reducing the effect of stereotype threat: the role of coaction contexts and regulatory fit
  In: Social Psychology of Education, Vol. 19, No. 3: pp. 607-626
  

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2015

• Augustin, Nicole H.; Mattocks, Calum; Faraway, Julian J.; Greven, Sonja; Ness, Andy R. (2015)
  Modelling a response as a function of high-frequency count data: The association between physical activity and fat mass
  In: Statistical Methods in Medical Research (full text available)
  
• Belotti, Elisa; Weder, Nicole; Bufka, Ludek; Kaldhusdal, Arne; Küchenhoff, Helmut; Seibold, Heidi; Woelfing, Benno; Heurich, Marco (2015)
  Patterns of Lynx Predation at the Interface between Protected Areas and Multi-Use Landscapes in Central Europe
  In: PLOS ONE, Vol. 10, No. 9 (full text available)
  
• Bischl, Bernd; Lang, Michel; Mersmann, Olaf; Rahnenführer, Jörg; Weihs, Claus (2015)
  BatchJobs and BatchExperiments: Abstraction Mechanisms for Using R in Batch Environments
  In: Journal of Statistical Software, Vol. 64, No. 11: pp. 1-25
  
• Bollmann, Stella; Heene, Moritz; Küchenhoff, Helmut; Bühner, Markus (2015)
  What can the Real World do for simulation studies? A comparison of exploratory methods
  (full text available)
  
• Bollmann, Stella; Hölzl, Andreas; Heene, Moritz; Küchenhoff, Helmut; Bühner, Markus (2015)
  Evaluation of a new k-means approach for exploratory clustering of items
  (full text available)
  
• Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten; Greven, Sonja (2015)
  The Functional Linear Array Model
  In: Statistical Modelling, Vol. 15, No. 3: pp. 279-300 (full text available)
  
• Brockhoff, Dimo; Bischl, Bernd; Wagner, Tobias (2015)
  The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study
  Genetic and Evolutionary Computation Conference 2015, 11.-15. Juli 2015, Madrid
  
• Casalicchio, Giuseppe; Tutz, Gerhard; Schauberger, Gunther (2015)
  Subject-specific Bradley-Terry-Luce models with implicit variable selection
  In: Statistical Modelling, Vol. 15, No. 6: pp. 526-547 (full text available)
  
• Feilke, Martina; Schneider, Katrin; Schmid, Volker J. (2015)
  Bayesian mixed-effect models for the analysis of a series of FRAP images
  In: Statistical Applications in Genetics and Molecular Biology, Vol. 14, No. 1: pp. 35-51 (full text available)
  
• Fuchs, Karen; Gertheiss, Jan; Tutz, Gerhard (2015)
  Nearest neighbor ensembles for functional data with interpretable feature selection
  In: Chemometrics and Intelligent Laboratory Systems, Vol. 146: pp. 186-197
  
• Fuchs, Karen; Scheipl, Fabian; Greven, Sonja (2015)
  Penalized scalar-on-functions regression with Interaction Term
  In: Computational Statistics & Data Analysis, Vol. 81, No. 1: pp. 38-51
  
• Graefe, Andreas; Küchenhoff, Helmut; Stierle, Veronika; Riedl, Bernhard (2015)
  Limitations of Ensemble Bayesian Model Averaging for forecasting social science problems
  In: International Journal of Forecasting, Vol. 31, No. 3: pp. 943-951
  
• Groll, Andreas; Schauberger, Gunther; 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, Vol. 11, No. 2: pp. 97-115 (full text available)
  
• Horn, Daniel; Wagner, Tobias; Biermann, Dirk; Weihs, Claus; Bischl, Bernd (2015)
  Model-Based Multi-Objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark
  In: Gaspar-Cunha, António; Henggeler Antunes, Carlos; Coello, Carlos Coello (eds.): Evolutionary Multi-Criterion Optimization (EMO). 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 - April 1, 2015. Proceedings, Part I. Lecture Notes in Computer Science; Vol. 9018. Berlin: Springer. pp. 64-78
  
• Kaldhusdal, Arne; Brandl, Roland; Müller, Jörg; Möst, Lisa; Hothorn, Torsten (2015)
  Spatio-Phylogenetic Multi-Species Distribution Models
  In: Methods in Ecology and Evolution, Vol. 6, No. 2: pp. 187-197
  
• Kalus, Stefanie; Bothmann, Ludwig; Yassouridis, Christina; Czisch, Michael; Sämann, Philipp G.; Fahrmeir, Ludwig (2015)
  Statistical Modeling of Time-Dependent fMRI Activation Effects
  In: Human Brain Mapping, Vol. 36, No. 2: pp. 731-743
  
• Kim, Young S.; Lee, Jaesung; Mittnik, Stefan; Park, Jiho (2015)
  Quanto option pricing in the presence of fat tails and asymmetric dependence
  In: Journal of Econometrics, Vol. 187, No. 2: pp. 512-520
  
• Kopf, Julia; Zeileis, Achim; Strobl, Carolin (2015)
  A Framework for Anchor Methods and an Iterative Forward Approach for DIF Detection
  In: Applied Psychological Measurement, Vol. 39, No. 2: pp. 83-103 (full text available)
  
• Kopf, Julia; Zeileis, Achim; Strobl, Carolin (2015)
  Anchor Selection Strategies for DIF Analysis. Review, Assessment, and New Approaches
  In: Educational and Psychological Measurement, Vol. 75, No. 1: pp. 22-56 (full text available)
  
• Kotthaus, Helena; Korb, Ingo; Lang, Michel; Bischl, Bernd; Rahnenführer, Jörg; Marwedel, Peter (2015)
  Runtime and memory consumption analyses for machine learning R programs
  In: Journal of Statistical Computation and Simulation, Vol. 85, No. 1: pp. 14-29
  
• Kreuter, Frauke; Müller, Gerrit (2015)
  Improving Recruitment Efficiency Using Paradata Information in Panel Surveys
  In: Field Methods, Vol. 27: pp. 55-65
  
• Küchenhoff, Helmut; Schmid, Hans-Jörg (2015)
  Reply to "More (old and new) misunderstandings of collostructional analysis: On Schmid & Küchenhoff" by Stefan Th. Gries
  In: Cognitive Linguistics, Vol. 26: pp. 537-547
  
• Lang, Michel; Kotthaus, Helena; Marwedel, Peter; Weihs, Claus; Rahnenführer, Jörg; Bischl, Bernd (2015)
  Automatic model selection for high-dimensional survival analysis
  In: Journal of Statistical Computation and Simulation, Vol. 85, No. 1: pp. 62-76
  
• Mauerer, Ingrid; Pößnecker, Wolfgang; Thurner, Paul W.; Tutz, Gerhard (2015)
  Modeling electoral choices in multiparty systems with high-dimensional data: A regularized selection of parameters using the lasso approach
  In: Journal of Choice Modelling, Vol. 16: pp. 23-42
  
• Mellert, Karl H.; Deffner, Veronika; Küchenhoff, Helmut; Kölling, Christian (2015)
  Modeling sensitivity to climate change and estimating the uncertainty of its impact: a probabilistic concept for risk assessment in forestry
  In: Ecological Modelling, Vol. 316: pp. 211-216
  
• Mittnik, Stefan; Kato, Mika; Samaan, Daniel; Semmler, Willi (2015)
  Employment and output effects of climate policies
  In: Lucas, Bernhard; Semmler, Willi (eds.): The Oxford University Press Handbook on The Macroeconomics of Global Warming. Oxford: Oxford University Press. pp. 445-476
  
• Mittnik, Stefan; Robinzonov, Nikolay; Spindler, Martin (2015)
  Stock market volatility: Identifying major drivers and the nature of their impact
  In: Journal of Banking & Finance, Vol. 58: pp. 1-14
  
• Möst, Lisa; Hothorn, Torsten (2015)
  Conditional Transformation Models for Survivor Function Estimation
  In: International Journal of Biostatistics, Vol. 11, No. 1: pp. 23-50 (full text available)
  
• Möst, Lisa; Hothorn, Torsten; Müller, Jörg; Heurich, Marco (2015)
  Creating a Landscape of Management: Unintended Effects on the Variation of Browsing Pressure in a National Park
  In: Forest Ecology and Management, Vol. 338: pp. 46-56
  
• Möst, Susanne; Pößnecker, Wolfgang; Tutz, Gerhard (2015)
  Variable selection for discrete competing risks models
  In: Quality & Quantity: pp. 1-22
  
• Obermeier, Viola; Scheipl, Fabian; Heumann, Christian; Wassermann, Joachim; Küchenhoff, Helmut (2015)
  Flexible Distributed Lags for Modeling Earthquake Data
  In: Journal of the Royal Statistical Society, Vol. 64, No. 2: pp. 395-412
  
• Oelker, Magret-Ruth; Pößnecker, Wolfgang; Tutz, Gerhard (2015)
  Selection and fusion of categorical predictors with L₀-type penalties
  In: Statistical Modelling, Vol. 15, No. 5: pp. 389-410 (full text available)
  
• Plass, Julia; Augustin, Thomas; Cattaneo, Marco E.G.V; Schollmeyer, Georg (2015)
  Statistical Modelling under Epistemic Data Imprecision: Some Results on Estimating Multinomial Distributions and Logistic Regression for Coarse Categorical Data
  Ninth International Symposium on Imprecise Probability: Theories and Applications, 20.-24. Juli 2015, Pescara
  
• Plass, Julia; Fink, Paul; Schöning, Norbert; Augustin, Thomas (2015)
  Statistical Modelling in Surveys without Neglecting the Undecided: Multinomial Logistic Regression Models and Imprecise Classification Trees under Ontic Data Imprecision
  Ninth International Symposium on Imprecise Probability: Theories and Applications, 20.-24. Juli 2015, Pescara
  
• Popken, Jens; Graf, Alexander; Krebs, Stefan; Blum, Helmut; Schmid, Volker J.; Strauss, Axel; Guengoer, Tuna; Zakhartchenko, Valeri; Wolf, Eckhard; Cremer, Thomas (2015)
  Remodeling of the Nuclear Envelope and Lamina during Bovine Preimplantation Development and Its Functional Implications
  In: PLOS ONE, Vol. 10, No. 5 (full text available)
  
• Schauberger, Gunther; Tutz, Gerhard (2015)
  Regularization Methods in Economic Forecasting
  In: Berana, Jan; Feng, Yuanhua; Hebbel, Hartmut (eds.): Empirical Economic and Financial Research. Heidelberg: Springer International Publishing. pp. 61-80
  
• Scheipl, Fabian; Greven, Sonja (2015)
  Identifiability in penalized function-on-function regression models
  (full text available)
  
• Scheipl, Fabian; Staicu, Ana-Maria; Greven, Sonja (2015)
  Functional Additive Mixed Models
  In: Journal of Computational and Graphical Statistics, Vol. 24, No. 2: pp. 477-501
  
• Schmid, Matthias; Kestler, Hans A.; Potapov, Sergej (2015)
  On the validity of time-dependent AUC estimators
  In: Briefings in Bioinformatics, Vol. 16, No. 1: pp. 153-68
  
• Schollmeyer, Georg (2015)
  On the number and characterization of the extreme points of the core of necessity measures on finite spaces
  Ninth International Symposium on Imprecise Probability: Theories and Applications, 20.-24. Juli 2015, Pescara
  
• Schomaker, Michael; Hogger, Sarah; Johnson, Leigh F.; Hoffmann, Christopher J.; Bärnighausen, Till; Heumann, Christian (2015)
  Simultaneous Treatment of Missing Data and Measurement Error in HIV Research Using Multiple Overimputation
  In: Epidemiology, Vol. 26, No. 5: pp. 628-636
  
• Shou, Haochang; Zipunnikov, Vadim; Crainiceanu, Ciprian M.; Greven, Sonja (2015)
  Structured Functional Principal Component Analysis
  In: Biometrics, Vol. 71: pp. 247-257
  
• Thurn, Tamara; Brandstätter, Monika; Fensterer, Veronika; Küchenhoff, Helmut; Fegg, Martin J. (2015)
  Existential behavioral therapy for informal caregivers of palliative patients: Barriers and promoters of support utilization
  In: Palliative and Supportive Care, Vol. 13, No. 3: pp. 757-766 (full text available)
  
• Tutz, Gerhard; Pößnecker, Wolfgang; Uhlmann, Lorenz (2015)
  Variable selection in general multinomial logit models
  In: Computational Statistics and Data Analysis, Vol. 82: pp. 207-222
  
• Tutz, Gerhard; Ramzan, Shalah (2015)
  Improved methods for the imputation of missing data by nearest neighbor methods
  In: Computational Statistics and Data Analysis, Vol. 90: pp. 84-99
  
• Tutz, Gerhard; Schauberger, Gunther (2015)
  A Penalty Approach to Differential Item Functioning in Rasch Models
  In: Psychometrika, Vol. 80, No. 1: pp. 21-43
  
• Tutz, Gerhard; Schauberger, Gunther (2015)
  Extended ordered paired comparison models with application to football data from German Bundesliga
  In: AStA Advances in Statistical Analysis, Vol. 99, No. 2: pp. 209-227
  
• Wegener, Michael; Kauermann, Göran (2015)
  Forecasting in nonlinear univariate time series using penalized splines
  In: Statistical Papers: pp. 1-20
  
• West, Brady T.; Kreuter, Frauke (2015)
  A Practical Technique for Improving the Accuracy of Interviewer Observations: Evidence from the National Survey of Family Growth
  In: Field Methods, Vol. 27, No. 2: pp. 144-162
  

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2014

• Augustin, Thomas; Coolen, Frank P.A.; de Cooman, Gerd; Troffaes, Matthias C.M. (eds.) (2014)
  Introduction to Imprecise Probability
  Chichester: John Wiley & Sons
  
• Arweiler, Nicole B.; Netuschil, Lutz; Beier, Daniel; Grunert, Sebastian; Heumann, Christian; Altenburger, Markus J.; Sculean, Anton; Nagy, Katalin; Al-Ahmad, Ali; Auschill, Thorsten M. (2014)
  Action of food preservatives on 14-days dental biofilm formation, biofilm vitality and biofilm-derived enamel demineralisation in situ
  In: Clinical Oral Investigations, Vol. 18, No. 3: pp. 829-838
  
• Augustin, Thomas; Walter, Gero; Coolen, Frank P. A. (2014)
  Statistical inference
  In: Augustin, Thomas; Coolen, Frank P. A.; de Cooman, Gerd; Troffaes, Matthias C. M. (eds.): Introduction to Imprecise Probabilities. Chichester: John Wiley & Sons. pp. 135-189
  
• Becker, Lore; Kling, Eva; Schiller, Evelyn; Zeh, Ramona; Schrewe, Anja; Hölter, Sabine M.; Mossbrugger, Ilona; Calzada-Wack, Julia; Strecker, Valentina; Wittig, Ilka; Dumitru, Iulia; Wenz, Tina; Bender, Andreas; Aichler, Michaela; Janik, Dirk; Neff, Frauke; Walch, Axel; Quintanilla-Fend, Leticia; Floss, Thomas; Bekeredjian, Raffi; Gailus-Durner, Valerie; Fuchs, Helmut; Wurst, Wolfgang; Meitinger, Thomas; Prokisch, Holger; Hrabé de Angelis, Martin; Klopstock, Thomas (2014)
  MTO1-Deficient Mouse Model Mirrors the Human Phenotype Showing Complex I Defect and Cardiomyopathy
  In: PLOS ONE, Vol. 9, No. 12 (full text available)
  
• Blanchet, Xavier; Cesarek, Katja; Brandt, Johanna; Herwald, Heiko; Teupser, Daniel; Küchenhoff, Helmut; Karshovska, Ela; Mause, Sebastian F.; Siess, Wolfgang; Wasmuth, Hermann; Soehnlein, Oliver; Koenen, Rory R.; Weber, Christian; Hundelshausen, Philipp von (2014)
  Inflammatory role and prognostic value of platelet chemokines in acute coronary syndrome
  In: Thrombosis and Haemostasis, Vol. 112, No. 6: pp. 1277-1287
  
• Boulesteix, Anne-Laure; Schmid, Matthias (2014)
  Machine learning versus statistical modeling
  In: Biometrical Journal, Vol. 56, No. 4: pp. 588-593
  
• Brandl, Susanne; Falk, Wolfgang; Klemmt, Hans-Joachim; Stricker, Georg; Bender, Andreas; Rötzer, Thomas; Pretzsch, Hans (2014)
  Possibilities and Limitations of Spatially Explicit Site Index Modelling for Spruce Based on National Forest Inventory Data and Digital Maps of Soil and Climate in Bavaria (SE Germany)
  In: Forests: pp. 2626-2646
  
• Brandl, Susanne; Falk, Wolfgang; Klemmt, Hans-Joachim; Stricker, Georg; Bender, Andreas; Rötzer, Thomas; Pretzsch, Hans (2014)
  Possibilities and Limitations of Spatially Explicit Site Index Modelling for Spruce Based on National Forest Inventory Data and Digital Maps of Soil and Climate in Bavaria (SE Germany)
  In: Forests, Vol. 5, No. 11: pp. 2626-2646 (full text available)
  
• Brandstätter, Monika; Kögler, Monika; Baumann, Urs; Fensterer, Veronika; Küchenhoff, Helmut; Borasio, Gian D.; Fegg, Martin J. (2014)
  Experience of meaning in life in bereaved informal caregivers of palliative care patients
  In: Supportive Care in Cancer, Vol. 22, No. 5: pp. 1391-1399
  
• Bühlmann, Peter; Gertheiss, Jan; Hieke, Stefanie; Kneib, Thomas; Ma, Shuangge; Schumacher, Martin; Tutz, Gerhard; Wang, Ching-Yun; Wang, Zhu; Ziegler, Andreas (2014)
  Discussion of ``The Evolution of Boosting Algorithms'' and ``Extending Statistical Boosting''
  In: Methods of Information in Medicine, Vol. 53: pp. 436-445
  
• Cattaneo, Marco E. G. V. (2014)
  A Continuous Updating Rule for Imprecise Probabilities
  In: Laurent, Anne; Strauss, Olivier; Bouchon-Meunier, Bernadette; Yager, Ronald R. (eds.): Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part III. Berlin: Springer. pp. 426-435
  
• Cattaneo, Marco E. G. V. (2014)
  Maxitive Integral of Real-Valued Functions
  In: Laurent, Anne; Strauss, Olivier; Bouchon-Meunier, Bernadette; Yager, Ronald R. (eds.): Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part I. 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, Montpellier, France, July 15-19, 2014. Pr. Berlin: Springer. pp. 226-235
  
• Cattaneo, Marco E.G.V.; Wiencierz, Andrea (2014)
  On the implementation of LIR: the case of simple linear regression with interval data
  In: Computational Statistics, Vol. 29, No. 3-4: pp. 743-767
  
• Döring, Dorothea; Haberland, Barbara; Ossig, Andrea; Küchenhoff, Helmut; Dobenecker, Britta; Hack, Rüdiger; Schmidt, Jörg; Erhard, Michael H. (2014)
  Behavior of laboratory beagles towards humans: Assessment in an encounter test and a simulation of experimental situations
  In: Journal of Veterinary Behavior, Vol. 9: pp. 295-303
  
• Eckman, Stephanie; Kreuter, Frauke; Kirchner, Antje; Jäckle, Annette; Tourangeau, Roger; Presser, Stanley (2014)
  Mechanisms of Misreporting to Filter Questions
  In: Public Opinion Quarterly, Vol. 78, No. 3: pp. 721-733
  
• Falk, Wolfgang; Brandl, Susanne; Klemmt, Hans-Joachim; Bender, Andreas; Stricker, Georg (2014)
  Wachstumspotenziale der Hauptbaumarten
  In: LWF aktuell, Vol. 106: pp. 53-56
  
• Fensterer, Veronika; Küchenhoff, Helmut; Maier, Verena; Wichmann, Heinz-Erich; Breitner, Susanne; Peters, Annette; Gu, Jianwei; Cyrys, Josef (2014)
  Evaluation of the Impact of Low Emission Zone and Heavy Traffic Ban in Munich (Germany) on the Reduction of PM10 in Ambient Air
  In: International Journal of Environmental Research and Public Health, Vol. 11, No. 5: pp. 5094-5112 (full text available)
  
• Fensterer, Veronika; Küchenhoff, Helmut; Maier, Verena; Wichmann, Heinz-Erich; Breitner, Susanne; Peters, Annette; Gu, Jinwei; Cyrys, Josef (2014)
  Evaluation of the Impact of Low Emission Zone and Heavy Traffic Ban in Munich (Germany) on the Reduction of PM10 in Ambient Air
  In: International Journal of Environmental Research and Public Health, Vol. 11, No. 5: pp. 5094-5112
  
• Fuchs, Mathias; Krautenbacher, Norbert (2014)
  Minimization and estimation of the variance of prediction errors for cross-validation designs
  (full text available)
  
• Gillhuber, Julia; Rügamer, David; Pfister, Kurt; Scheuerle, Miriam C. (2014)
  Giardiosis and other enteropathogenic infections: a study on diarrhoeic calves in Southern Germany
  In: BMC Research Notes, Vol. 7: pp. 112-121
  
• Groll, Andreas; Tutz, Gerhard (2014)
  Variable selection for generalized linear mixed models by L1-penalized estimation
  In: Statistics and Computing, Vol. 24, No. 2: pp. 137-154
  
• Guzman Castillo, Maria; Gillespie, Duncan; Allen, Kirk; Bandosz, Piotr; Schmid, Volker J.; Capewell, Simon; O'Flaherty, Martin (2014)
  Future declines of Coronary Heart Disease mortality in England and Wales could counter the burden of population ageing
  In: PLOS ONE, Vol. 9, No. 6 (full text available)
  
• Günther, Felix (2014)
  Subjective Well-Being over the Life Span: Modeling Age-, Period-, and Cohort-Effects in the Additive Mixed Model Framework
  Bachelor (full text available)
  
• Güthlin, Denise; Storch, Ilse; Küchenhoff, Helmut (2014)
  Toward Reliable Estimates of Abundance: Comparing Index Methods to Assess the Abundance of a Mammalian Predator
  In: PLOS ONE, Vol. 9, No. 4 (full text available)
  
• Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt; Strobl, Carolin (2014)
  A New Variable Importance Measure for Random Forests with Missing Data
  In: Statistics and Computing, Vol. 24, No. 1: pp. 21-34
  
• Heinzl, Felix; Tutz, Gerhard (2014)
  Additive mixed models with approximate Dirichlet process mixtures: the EM approach
  In: Statistics and Computing: pp. 1-20
  
• Heinzl, Felix; Tutz, Gerhard (2014)
  Clustering in linear-mixed models with a group fused lasso penalty
  In: Biometrical Journal, Vol. 56, No. 1: pp. 44-68
  
• Herberich, Esther; Hassler, Christine; Hothorn, Torsten (2014)
  Multiple Curve Comparisons with an Application to the Formation of the Dorsal Funiculus of Mutant Mice
  In: International Journal of Biostatistics, Vol. 10, No. 2: pp. 289-302 (full text available)
  
• Hess, Wolfgang; Tutz, Gerhard; Gertheiss, Jan (2014)
  A Flexible Link Function for Discrete-Time Duration Models
  (full text available)
  
• Hess, Wolfgang; Schwarzkopf, Larissa; Hunger, Matthias; Holle, Rolf (2014)
  Competing-risks duration models with correlated random effects: an application to dementia patients' transition histories
  In: Statistics in Medicine, Vol. 33, No. 22: pp. 3919-3931
  
• Heurich, Marco; Hilger, Anton; Küchenhoff, Helmut; Andren, Henrik; Bufka, Ludek; Krofel, Miha; Mattisson, Jenny; Odden, John; Persson, Jens; Rauset, Geir R.; Schmidt, Krzysztof; Linnell, John D. C. (2014)
  Activity Patterns of Eurasian Lynx Are Modulated by Light Regime and Individual Traits over a Wide Latitudinal Range
  In: PLOS ONE, Vol. 9, No. 12 (full text available)
  
• Hothorn, Torsten; Kneib, Thomas; Bühlmann, Peter (2014)
  Conditional Transformation Models
  In: Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 76, No. 1: pp. 3-27
  
• Kauermann, Göran; Meyer, Renate (2014)
  Penalized Marginal Likelihood Estimation of Finite Mixtures of Archimedean Copulas
  In: Computational Statistics, Vol. 29, No. 1-2: pp. 283-306
  
• Kauermann, Göran; Schellhase, Christian (2014)
  Flexible Pair-Copula Estimation in D-vines using Bivariate Penalized Splines
  In: Statistics and Computing, Vol. 24, No. 6: pp. 1081-1100
  
• Kellberger, Jessica; Peters-Weist, Astrid S.; Heinrich, Sabine; Pfeiffer, Susanne; Vogelberg, Christian; Roller, Diana; Genuneit, Jon; Weinmayr, Gudrun; Mutius, Erika von; Heumann, Christian; Nowak, Dennis; Radon, Katja (2014)
  Predictors of workrelated sensitisation, allergic rhinitis and asthma in early work life
  In: European Respiratory Journal, Vol. 44, No. 3: pp. 657-665
  
• Kraus, Anne; Küchenhoff, Helmut (2014)
  Credit scoring optimization using the area under the curve
  In: Journal of risk model validation, Vol. 8: pp. 31-67
  
• Köpf, M.; Gellrich, K.; Küchenhoff, Helmut; Meyer, H. H. D.; Kliem, H. (2014)
  Effects of continuous milking during a field trial on productivity, milk protein yield and health in dairy cows
  In: Animal, Vol. 8, No. 7: pp. 1130-1138 (full text available)
  
• Lausser, Ludwig; Schmid, Florian; Schmid, Matthias; Kestler, Hans A. (2014)
  Unlabeling data can improve classification accuracy
  In: Pattern Recognition Letters, Vol. 37: pp. 15-23
  
• Mahaki, Behzad; Jafari-Koshki, Tohid; Schmid, Volker J. (2014)
  Trends of Cancer Incidence in Iran During 2004-2008: A Bayesian Space-Time Model
  In: Asian Pacific Journal of Cancer Prevention, Vol. 15, No. 4: pp. 1557-1561
  
• Mayr, Andreas; Schmid, Matthias (2014)
  Boosting the concordance index for survival data - a unified framework to derive and evaluate biomarker combinations
  In: PLOS ONE, Vol. 9, No. 1 (full text available)
  
• McLean, Matthew W.; Hooker, Giles; Staicu, Ana-Maria; Scheipl, Fabian; Ruppert, David (2014)
  Functional Generalized Additive Models
  In: Journal of Computational and Graphical Statistics, Vol. 23, No. 1: pp. 249-269
  
• Meyer-Baese, Anke; Schmid, Volker J. (2014)
  Pattern Recognition and Signal Analysis in Medical Imaging
  2nd edition. Oxford: Academic Press
  
• Mittnik, Stefan; Semmler, Willi (2014)
  VaR-implied tail-correlation matrices
  In: Economic Letters, Vol. 122, No. 1: pp. 69-73
  
• Mittnik, Stefan; Semmler, Willi (2014)
  Estimating a Banking-Macro Model Using a Multi-regime VAR
  In: Schleer-van Gellecom, Frauke (eds.): Advances in Non-linear Economic Modeling. Theory and Applications. Berlin: Springer-Verlag. pp. 3-40
  
• Möst, Stephanie; Pößnecker, Wolfgang; Tutz, Gerhard (2014)
  Variable Selection for Discrete Competing Risks Models
  (full text available)
  
• Möst, Lisa; Schmid, Matthias; Faschingbauer, Florian; Hothorn, Torsten (2014)
  Predicting Birth Weight with Conditionally Linear Transformation Models
  In: Statistical Methods in Medical Research (full text available)
  
• Najm, Nour-Addeen; Meyer-Kayser, Elisabeth; Hoffmann, Lothar; Herb, Ingird; Fensterer, Veronika; Pfister, Kurt; Silaghi, Cornelia (2014)
  A molecular survey of Babesia spp. and Theileria spp. in red foxes (Vulpes vulpes) and their ticks from Thuringia
  In: Ticks and tick-borne diseases, Vol. 5, No. 4: pp. 386-391
  
• Oelker, Magret-Ruth; Gertheiss, Jan; Tutz, Gerhard (2014)
  Regularization and model selection with categorical predictors and effect modifiers in generalized linear models
  In: Statistical Modeling, Vol. 14, No. 2: pp. 157-177 (full text available)
  
• Oelker, Magret-Ruth; Sobotka, Fabian; Kneib, Thomas (2014)
  On (semiparametric) mode regression
  29th International Workshop on Statistical Modelling, 14.-18. Juli 2014, Göttingen
  
• Popken, Jens; Brero, Alessandro; Koehler, Daniela; Schmid, Volker J.; Strauss, Axel; Wuensch, Annegret; Guengoer, Tuna; Graf, Alexander; Krebs, Stefan; Blum, Helmut; Zakhartchenko, Valeri; Wolf, Eckhard; Cremer, Thomas (2014)
  Reprogramming of fibroblast nuclei in cloned bovine embryos involves major structural remodeling with both striking similarities and differences to nuclear phenotypes of in vitro fertilized embryos
  In: Nucleus, Vol. 5, No. 6: pp. 555-589
  
• Popken, Jens; Dahlhoff, Maik; Guengoer, Tuna; Schmid, Volker J.; Strauss, Axel; Cremer, Thomas; Zakhartchenko, Valeri; Wolf, Eckhard (2014)
  Nuclear invaginations adapt to rabbit early embryonic developement
  In: Reproduction, Fertility and Development, Vol. 27, No. 1: pp. 139
  
• Sabanés Bové, Daniel; Held, Leonhard; Kauermann, Göran (2014)
  Objective Bayesian Model Selection in Generalised Additive Models with Penalised Splines
  In: Journal of Computational and Graphical Statistics, Vol. 24, No. 2: pp. 394-415
  
• Sakshaug, Joseph W.; Kreuter, Frauke (2014)
  The Effect of Benefit Wording on Consent to Link Survey and Administrative Records in a Web Survey
  In: Public Opinion Quarterly, Vol. 78, No. 1: pp. 166-176
  
• Schneeweiß, Hans (2014)
  The linear GMM model with singular covariance matrix due to the elimination of a nuisance parameter
  (full text available)
  
• Schneeweiß, Hans; Ronning, Gerd; Schmid, Matthias (2014)
  Panel model with multiplicative measurement errors
  In: Beran, Jan; Feng, Yuanhua; Hebbel, Hartmut (eds.): Empirical Economic and Financial Research - Theory, Methods and Practice. New York: Springer. pp. 123-143
  
• Schomaker, Michael; Heumann, Christian (2014)
  Model selection and model averaging after multiple imputation
  In: Computational Statistics and Data Analysis, Vol. 71: pp. 758-770
  
• Schulze Waltrup, Linda; Sobotka, Fabian; Kneib, Thomas; Kauermann, Göran (2014)
  Expectile and Quantile Regression - David and Goliath?
  In: Statistical Modelling, Vol. 15, No. 5: pp. 433-456 (full text available)
  
• Sinibaldi, Jennifer; Trappmann, Mark; Kreuter, Frauke (2014)
  Which is the Better Investment for Nonresponse Adjustment: Purchasing Commercial Auxiliary Data or Collecting Interviewer Observations?
  In: Public Opinion Quarterly, Vol. 78, No. 2: pp. 440-473
  
• Smeets, Daniel; Markaki, Yolanda; Schmid, Volker J.; Kraus, Felix; Tattermusch, Anna; Cerase, Andrea; Sterr, Michael; Fiedler, Susanne; Demmerle, Justin; Popken, Jens; Leonhardt, Heinrich; Brockdorff, Neil; Cremer, Thomas; Schermelleh, Lothar; Cremer, Marion (2014)
  Three-dimensional super-resolution microscopy of the inactive X chromosome territory reveals a collapse of its active nuclear compartment harboring distinct Xist RNA foci
  In: Epigenetics & Chromatin, Vol. 7, No. 8
  
• Sommer, Julia C.; Gertheiss, Jan; Schmid, Volker J. (2014)
  Spatially regularized estimation for the analysis of DCE-MRI data
  In: Statistics in Medicine, Vol. 33, No. 6: pp. 1029-1041
  
• Sommer, Julia C.; Schmid, Volker J. (2014)
  Spatial two-tissue compartment model for dynamic contrast-enhanced magnetic resonance imaging
  In: Journal of the Royal Statistical Society C - Applied Statistics, Vol. 63, No. 5: pp. 695-713
  
• Säfken, Benjamin; Kneib, Thomas; Waveren, Clara-Sophie van; Greven, Sonja (2014)
  A Unifying Approach to the Estimation of the Conditional Akaike Information in Generalized Linear Mixed Models
  In: Electronic Journal of Statistics, Vol. 8: pp. 201-225
  
• Thurner, Paul W.; Klima, André; Küchenhoff, Helmut (2014)
  Agricultural structure and the rise of the Nazi Party reconsidered
  In: Political Geography, Vol. 44: pp. 50-63
  
• Thurner, Paul W.; Küchenhoff, Helmut; Mittermeier, Laura (2014)
  How long does it take to build a nuclear power plant?. A non-parametric event history approach with P-splines
  In: Energy Policy, Vol. 70: pp. 163-171
  
• Troffaes, Matthias C.M.; Walter, Gero; Kelly, Dana (2014)
  A Robust Bayesian Approach to Modelling Epistemic Uncertainty in Common-Cause Failure Models
  In: Reliability Engineering & System Safety, Vol. 125: pp. 13-21
  
• Tutz, Gerhard; Ramzan, Shahla (2014)
  Improved Methods for the Imputation of Missing Data by Nearest Neighbor Methods
  (full text available)
  
• Tutz, Gerhard; Gertheiss, Jan (2014)
  Rating Scales as Predictors - The Old Question of Scale Level and Some Answers
  In: Psychometrika, Vol. 79, No. 3: pp. 357-376
  
• Tutz, Gerhard; Moritz, Berger (2014)
  Tree-Structured Modelling of Categorical Predictors in Regression
  (full text available)
  
• Tutz, Gerhard; Oelker, Margret-Ruth (2014)
  Modeling Clustered Heterogeneity: Fixed Effects, Random Effects and Mixtures
  (full text available)
  
• Unkel, Steffen; Farrington, Paddy C.; Whitaker, Heather J.; Pebody, Richard (2014)
  Time varying frailty models and the estimation of heterogeneities in transmission of infectious diseases
  In: Journal of the Royal Statistical Society: Series C, Vol. 63, No. 1: pp. 141-158
  
• Wanka, Eva R.; Bayerstadler, Andreas; Heumann, Christian; Nowak, Dennis; Jörres, Rudolf A.; Fischer, Rainald (2014)
  Weather and air pollutants have an impact on patients with respiratory diseases and breathing difficulties in Munich, Germany
  In: International Journal of Biometeorology, Vol. 58, No. 2: pp. 249-262
  
• West, Brady T.; Kreuter, Frauke Trappmann (2014)
  Observational Strategies Associated with Increased Accuracy of Interviewer Observations in Employment Research
  In: Journal of Survey Statistics and Methodology, Vol. 2, No. 2: pp. 159-181
  
• Zipunnikov, Vadim; Greven, Sonja; Caffo, Brian S.; Reich, Daniel S.; Crainiceanu, Ciprian M. (2014)
  Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis
  In: Annals of Applied Statistics, Vol. 8, No. 4: pp. 2175-2202
  

top

2013

• Kreuter, Frauke (eds.) (2013)
  Improving Surveys with Paradata
  New York: Wiley
  
• Asgharian, Hossein; Hess, Wolfgang; Liu, Lu (2013)
  A spatial analysis of international stock market linkages
  In: Journal of Banking & Finance, Vol. 37, No. 12: pp. 4738-4754
  
• Bayerstadler, Andreas; Benstetter, Franz; Heumann, Christian; Winter, Fabian (2013)
  A predictive modeling approach to increasing the economic effectiveness of desease management programs
  In: Health Care Management Science: pp. 1-18
  
• Bergmann, Shana; Ziegler, Nina; Bartels, Thomas; Hübel, Jens; Schumacher, Christoph; Rauch, E.; Brandl, S.; Bender, Andreas; Casalicchio, Giuseppe; Krautwald-Junghanns, Maria; Erhard, Michael (2013)
  Prevalence and severity of foot pad alterations in German turkey poults during the early rearing phase
  In: Poultry Science, Vol. 92, No. 5: pp. 1171-1176
  
• Bernau, Christoph; Augustin, Thomas; Boulesteix, Anne-Laure (2013)
  Correcting the optimal resampling-based error rate by estimating the error rate of wrapper algorithms
  In: Biometrics, Vol. 69, No. 3: pp. 693-702
  
• Bässler, Claus; Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2013)
  Insects Overshoot the Expected Upslope Shift Caused by Climate Warming
  In: PLOS ONE, Vol. 8, No. 6 (full text available)
  
• Casas-Cordero, Carolina; Kreuter, Frauke; Wang, Yuanxun; Babey, Susan (2013)
  Assessing the Measurement Error Properties of Interviewer Observations of Neighbourhood Characteristics
  In: Journal of the Royal Statistical Society (Series A), Vol. 176, No. 1: pp. 227-249
  
• Cattaneo, Marco E.G.V. (2013)
  On the Robustness of Imprecise Probability Method
  Eighth International Symposium on Imprecise Probability: Theories and Applications, 2.-5. Juli 2013, Compiègne
  
• Conrad, Frederick; Broome, Jessica; Benkí, Jose; Kreuter, Frauke; Gorves, Robert; Vannette, David; McClain, Colleen (2013)
  Interviewer Speech and the Success of Survey Invitations
  In: Journal of the Royal Statistical Society (Series A), Vol. 176, No. 1: pp. 191-210
  
• Couper, Mick P.; Kreuter, Frauke (2013)
  Using Paradata to Explore Item-Level Response Times in Surveys
  In: Journal of the Royal Statistical Society (Series A), Vol. 176, No. 1: pp. 271-286
  
• Eckman, Stephanie; Kreuter, Frauke (2013)
  Undercoverage Rates and Undercoverage Bias in Traditional Housing Unit Listing
  In: Sociological Methods & Research, Vol. 42, No. 3: pp. 264-293 (full text available)
  
• Eckman, Stephanie; Kreuter, Frauke (2013)
  Undercoverage Rates and Undercoverage Bias in Traditional Housing Unit Listing
  In: Sociological Methods and Research, Vol. 42, No. 2: pp. 264-293
  
• Ensenauer, Regina; Chmitorz, Andrea; Riedel, Christina; Fenske, Nora; Hauner, Hans; Nennstiel-Ratzel, Uta; Kries, Rüdiger von (2013)
  Effects of suboptimal or excessive gestational weight gain on childhood overweight and abdominal adiposity: results from a retrospective cohort study
  In: International Journal of Obesity, Vol. 37, No. 4: pp. 505-512
  
• Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan (2013)
  Bayesian Multilevel Models
  In: Scott, Marc; Simonoff, Jeffrey; Marx, Brian (eds.): The SAGE Handbook of Multilevel Modelling. Los Angeles: Sage. pp. 53-72
  
• Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan; Marx, Brian (2013)
  Regression: Models, Methods and Applications
  Berlin: Springer-Verlag
  
• Farrington, Paddy C.; Unkel, Steffen; Anaya-Izquierdo, Karim (2013)
  Estimation of basic reproduction numbers: individual heterogeneity and robustness to perturbation of the contact function
  In: Biostatistics, Vol. 14: pp. 528-540
  
• Farrington, Paddy C.; Whitaker, Heather J.; Unkel, Steffen; Pebody, Richard (2013)
  Correlated infections: quantifying individual heterogeneity in the spread of infectious diseases
  In: American Journal of Epidemiology, Vol. 177: pp. 474-486
  
• Fegg, Martin J.; Brandstätter, Monika; Kögler, Monika; Hauke, Gernot; Rechenberg-Winter, Petra; Fensterer, Veronika; Küchenhoff, Helmut; Hentrich, Markus; Belka, Claus; Borasio, Gian D. (2013)
  Existential behavioural therapy for informal caregivers of palliative patients: a randomised controlled trial
  In: Psycho-Oncology, Vol. 22, No. 9: pp. 2079-2086
  
• Fenske, Nora; Burns, Jacob; Hothorn, Torsten; Rehfuess, Eva A. (2013)
  Understanding child stunting in India: a comprehensive analysis of socio-economic, nutritional and environmental determinants using quantile boosting
  In: PLOS ONE, Vol. 8, No. 11 (full text available)
  
• Fenske, Nora; Fahrmeir, Ludwig; Hothorn, Torsten; Rzehak, Peter; Höhle, Michael (2013)
  Boosting structured additive quantile regression for longitudinal childhood obesity data
  In: The International Journal of Biostatistics, Vol. 9, No. 1: pp. 1-18 (full text available)
  
• Fensterer, Veronika; Küchenhoff, Helmut; Maier, Verena; Pitz, Mike; Cyrys, Josef; Breitner, Susanne; Schneider, Alexandra; Geruschkat, Ute; Peters, Annette (2013)
  Data-driven flexible modelling approach for the personal exposure to particle number concentration
  $pub.event_title, $pub.event_dates, $pub.event_location
  
• Fensterer, Veronika; Küchenhoff, Helmut; Cyrys, Josef; Breitner, Susanne; Schneider, Alexandra; Peters, Annette (2013)
  Bias Correction in Linear Mixed Models with a deficient Covariate - An Application to Effects of Ultrafine Particles on Human Health
  $pub.event_title, $pub.event_dates, $pub.event_location
  
• Fink, Paul; Crossman, Richard J. (2013)
  Entropy based classification trees
  Eighth International Symposium on Imprecise Probability: Theories and Applications, 2.-5. Juli 2013, Compiègne
  
• Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian; Greven, Sonja (2013)
  Longitudinal Scalar-on-Functions Regression with Application to Tractography Data
  In: Biostatistics, Vol. 14, No. 3: pp. 447-461
  
• Goldsmith, Jeff; Greven, Sonja; Crainiceanu, Ciprian (2013)
  Corrected Confidence Bands for Functional Data Using Principal Components
  In: Biometrics, Vol. 69, No. 1: pp. 41-51
  
• Goldsmith, Jeff; Scheipl, Fabian (2013)
  Estimator Selection and Combination in Scalar-on-Function Regression
  In: Computational Statistics and Data Analysis, Vol. 70: pp. 362-372
  
• Greven, Sonja; Crainiceanu, Ciprian (2013)
  On Likelihood Ratio Testing for Penalized Splines
  In: Advances in Statistical Analysis, Vol. 97, No. 4: pp. 387-402
  
• Güthlin, Denise; Storch, Ilse; Küchenhoff, Helmut (2013)
  Landscape variables associated with relative abundance of generalist mesopredators
  In: Landscape Ecology, Vol. 28, No. 9: pp. 1687-1696
  
• Hapfelmeier, Alexander; Ulm, Kurt (2013)
  Variable selection with Random Forests for missing data
  (full text available)
  
• Heinzl, Felix; Tutz, Gerhard (2013)
  Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm
  In: Statistical Modelling, Vol. 13, No. 1: pp. 41-67 (full text available)
  
• Heinzl, Felix; Tutz, Gerhard (2013)
  Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm
  In: Statistical Modelling, Vol. 13: pp. 41-67
  
• Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas (2013)
  Variable Selection and Model Choice in Structured Survival Models
  In: Computational Statistics, Vol. 28, No. 3: pp. 1079-1101
  
• Häring, Tim; Reger, Birgit; Ewald, Jörg; Hothorn, Torsten; Schröder, Boris (2013)
  Predicting Ellenberg's Soil Moisture Indicator Value in the Bavarian Alps Using Additive Georegression
  In: Applied Vegetation Science, Vol. 16, No. 1: pp. 110-121
  
• Häring, Tim; Reger, Birgit; Ewald, Jörg; Hothorn, Torsten; Schröder, Boris (2013)
  Regionalizing Indicator Values for Soil Reaction in the Bavarian Alps-From Averages to Multivariate Spectra
  In: Folia Geobotanica: pp. 1-21
  
• Jelizarow, Monika; Cieza, Alarcos; Mansmann, Ulrich (2013)
  Global permutation tests for multivariate ordinal data: alternatives, test statistics, and the null dilemma
  (full text available)
  
• Kalus, Stefanie; Sämann, Philipp; Czisch, Michael; Fahrmeir, Ludwig (2013)
  fMRI activation detection with EEG priors
  (full text available)
  
• Kalus, Stefanie; Sämann, Philipp G.; Fahrmeir, Ludwig (2013)
  Classification of brain activation vial spatial Bayesian variable selection in fMRI regression
  In: Advances in Data Analysis and Classification: pp. 1-21
  
• Kato, Mika; Mittnik, Stefan; Samaan, Daniel; Semmler, Willi (2013)
  Employment and Output Effects of Climate Policies
  (full text available)
  
• Kauermann, Göran; Kuhlenkasper, Torben (2013)
  Penalized Splines and Multilevel Models
  In: Scott, Marc; Simonoff, Jeffrey; Marx, Brian (eds.): Handbook of Multilevel Modelling. Los Angeles: Sage. pp. 325-334
  
• Kauermann, Göran; Schellhase, Christian; Ruppert, David (2013)
  Flexible Copula Density Estimation with Penalized Hierarchical B-Splines
  In: Scandinavian Journal of Statistics, Vol. 40, No. 4: pp. 685-705
  
• Konrath, Susanne; Kneib, Thomas; Fahrmeir, Ludwig (2013)
  Bayesian smoothing, shrinkage and variable selection in hazard regression
  In: Becker, Claudia; Fried, Roland; Kuhnt, Sonja (eds.): Robustness and Complex Data Structures. Festschrift in Honour of Ursula Gather. Berlin: Springer. pp. 149-170
  
• Kopf, Julia; Augustin, Thomas; Strobl, Carolin (2013)
  The potential of Model-based recursive partitioning in the social sciences. Revisiting Ockham's Razor
  In: McArdle, John J.; Ritschard, Gilbert (eds.): Contemporary Issues in Exploratory Data Mining in the Behavioral Sciences. New York: Routledge, Taylor & Francis Group. pp. 75-95
  
• Kreuter, Frauke (2013)
  Discussion
  In: Journal of Official Statistics, Vol. 29, No. 1: pp. 165-169
  
• Kreuter, Frauke (2013)
  Facing the Nonresponse Challenge
  In: The ANNALS of the American Academy of Political and Social Science January, Vol. 645, No. 1: pp. 23-25
  
• Kreuter, Frauke (2013)
  Paradata in the Total Survey Error Framework. Improving Surveys with Paradata: Introduction
  In: Kreuter, Frauke (eds.): Improving Surveys with Paradata: Analytic Uses of Process Information. New York: Wiley. pp. 1-9
  
• Kreuter, Frauke; Müller, Gerrit; Trappmann, Mark (2013)
  A Note on Mechanisms Leading to Lower Data Quality of Late or Reluctant Respondents
  In: Sociological Methods and Research
  
• Kreuter, Frauke; Olson, Kristen (2013)
  Paradata for Nonresponse Investigation
  In: Kreuter, Frauke (eds.): Improving Surveys with Paradata: Analytic Uses of Process Information. New York: Wiley. pp. 11-42
  
• Kögler, Monika; Brandstätter, Monika; Borasio, Gian D.; Fensterer, Veronika; Küchenhoff, Helmut; Fegg, Martin J. (2013)
  Mindfulness in informal caregivers of palliative patients
  In: Palliative and Supportive Care, Vol. 13, No. 1: pp. 11-18 (full text available)
  
• Lehermeier, Christina; Wimmer, Valentin; Albrecht, Theresa; Auinger, Hans-Jürgen; Gianola, Daniel; Schön, Chris-Carolin; Schmid, Volker J. (2013)
  Sensitivity to Prior Specification in Bayesian Genome-based Prediction Models
  In: Statistical Applications in Genetics and Molecular Biology, Vol. 12, No. 3: pp. 375-391 (full text available)
  
• Mahling, Monia; Höhle, Michael; Küchenhoff, Helmut (2013)
  Determining high-risk zones for unexploded World War II bombs by using point process methodology
  In: Journal of the Royal Statistical Society, Vol. 62, No. 1: pp. 181-199
  
• Mestekemper, Thomas; Kauermann, Göran; Smith, Michael (2013)
  A Comparison of Periodic Autoregressive and Dynamic Factor Models in Intraday Energy Demand Forecasting
  In: International Journal of Forecasting, Vol. 29, No. 1: pp. 1-12
  
• Mittnik, Stefan; Ergashev, Bakhodir; Sekeris, Evan (2013)
  A Bayesian approach to extreme value estimation in operational risk modeling
  In: Journal of Operational Risk, Vol. 8, No. 4: pp. 55-81
  
• Mittnik, Stefan; Paterlini, Sandra; Yener, Tina (2013)
  Operational risk dependencies and the determination of risk capital
  In: Journal of Operational Risk, Vol. 8, No. 4: pp. 83-104
  
• Mittnik, Stefan; Robinzonov, Nikolay; Wohlrabe, Klaus (2013)
  Was bewegt den DAX
  In: ifo Schnelldienst, Vol. 23: pp. 32-36
  
• Mittnik, Stefan; Semmler, Willi (2013)
  The real consequences of financial stress
  In: Journal of Economic Dynamics and Control: pp. 14799-1499
  
• Norousi, Ramin; Wickles, Stephan; Leidig, Christoph; Becker, Thomas; Schmid, Volker J.; Beckmann, Roland; Tresch, Achim (2013)
  Automatic post-picking using MAPPOS improves particle image detection from cryo-EM micrographs
  In: Journal of Structural Biology, Vol. 182, No. 2: pp. 59-66
  
• Norousi, Ramin; Wickles, Stephan; Leidig, Christoph; Tresch, Achim; Schmid, Volker J.; Beckmann, Roland; Becker, Thomas (2013)
  Automatic post-picking improves particle image detection from Cryo-EM micrographs
  In: Journal of Structural Biology, Vol. 182, No. 2: pp. 59-66
  
• Oelker, Magret-Ruth; Boulesteix, Anne-Laure (2013)
  On the simultaneous analysis of clinical and omics Data - a comparison of globalboosttest and pre-validation Techniques
  8th Scientific Meeting of the Classification and Data Analysis Group, $pub.event_dates, $pub.event_location
  
• Ohlander, Johan; Huber, Stella M.; Schomaker, Michael; Heumann, Christian; Schierl, Rudolf; Michalke, Bernhard; Jenni, Oskar G.; Caflisch, Jon; Muñoz, Daniel M.; Ehrenstein, Ondine von; Radon, Katja (2013)
  Risk Factors for Mercury Exposure of Children in a Rural Mining Town in Northern Chile
  In: PLOS ONE, Vol. 8, No. 11 (full text available)
  
• Riedel, Christina; Kries, Rüdiger von; Fenske, Nora; Strauch, Konstantin; Ness, Andy R.; Beyerlein, Andreas (2013)
  Interactions of genetic and environmental risk factors with respect to body fat mass in children: results from the ALSPAC study
  In: Obesity, Vol. 21, No. 6: pp. 1238-1242
  
• Sakshaug, Joseph W.; Tutz, Valerie; Kreuter, Frauke (2013)
  Factors Affecting Consent to Linkage with Administrative Data
  In: Survey Research Methods, Vol. 7, No. 2: pp. 133-144
  
• Sarabi-Jamab, Atiye; Araabi, Babak N.; Augustin, Thomas (2013)
  Information-based dissimilarity assessment in Dempster-Shafer theory
  In: Knowledge-Based Systems, Vol. 54: pp. 114-127
  
• Scheipl, Fabian; Kneib, Thomas; Fahrmeir, Ludwig (2013)
  Penalized likelihood and Bayesian function selection in regression models
  In: AStA (Advances in Statistical Analysis), Vol. 97: pp. 349-385
  
• Schmid, Hans-Jörg; Küchenhoff, Helmut (2013)
  Collostructional analysis and other ways of measuring lexicogrammatical attraction: Theoretical premises, practical problems and cognitive underpinnings
  In: Cognitive Linguistics, Vol. 24, No. 3: pp. 531-577 (full text available)
  
• Schmid, Matthias; Wickler, Florian; Maloney, Kelly O.; Mitchell, Richard; Fenske, Nora; Mayr, Andreas (2013)
  Boosted Beta regression.
  In: PLOS ONE, Vol. 8, No. 4 (full text available)
  
• Schmid, Matthias; Wickler, Florian; Maloney, Kelly O.; Mitchell, Richard; Fenske, Nora; Mayr, Andreas (2013)
  Boosted beta regression
  In: PLOS ONE, Vol. 8, No. 4 (full text available)
  
• Schmidt, Paul; Schmid, Volker J.; Gaser, Christian; Buch, Dorothea; Bührlen, Susanne; Förschler, Annette; Mühlau, Mark (2013)
  Fully Bayesian Inference for Structural MRI: Application to Segmentation and Statistical Analysis of T2-Hypointensities.
  In: PLOS ONE, Vol. 8, No. 7 (full text available)
  
• Schneider, Katrin M.; Fuchs, Christiane; Dobay, Akos; Rottach, Andrea; Qin, Weihua; Wolf, Patricia; Álvarez-Castro, J.M.; Nalaskowski, Marcus M.; Kremmer, Elisabeth; Schmid, Volker J.; Leonhardt, Heinrich; Schermelleh, Lothar (2013)
  Dissection of cell cycle-dependent dynamics of Dnmt1 by FRAP and diffusion-coupled modeling
  In: Nucleic Acids Research, Vol. 41, No. 9: pp. 4860-4876
  
• Schollmeyer, Georg; Augustin, Thomas (2013)
  On Sharp Identification Regions for Regression Under Interval Data
  Eighth International Symposium on Imprecise Probability: Theories and Applications, 2.-5. Juli 2013, Compiègne
  
• Seiler, Christian; Heumann, Christian (2013)
  Microdata imputations and macrodata implications: Evidence from the Ifo Business Survey
  In: Economic Modelling, Vol. 35: pp. 722-733
  
• Sinibaldi, Jennifer; Durrant, Gabriele; Kreuter, Frauke (2013)
  Evaluating the Measurement Error of Interviewer Observed Paradata
  In: Public Opinion Quarterly, Vol. 77, No. S1: pp. 173-193
  
• Sobotka, Fabian; Kauermann, Göran; Schulze Waltrup, Linda; Kneib, Thomas (2013)
  On Confidence Intervals for Geoadditive Expectile Regression Models
  In: Statistics and Computing, Vol. 23, No. 2: pp. 135-148
  
• Strache, Anja; Heller, Elizabeth; Hothorn, Torsten; Heurich, Marco (2013)
  Activity Patterns of European Roe Deer (Capreolus capreolus) are Strongly Influenced by Individual Behaviour
  In: Folia Zoologica, Vol. 62, No. 1: pp. 67-75
  
• Strobl, Carolin; Kopf, Julia; Zeileis, Achim (2013)
  Rasch trees: A New Method for Detecting Differential Item Functioning in the Rasch Model
  In: Psychometrika: pp. 1-28
  
• Teuscher, Miriam; Brandl, Roland; Förster, Bernhard; Hothorn, Torsten; Rösner, Sascha; Müller, Jörg (2013)
  Forest Inventories Are a Valuable Data Source for Habitat Modelling of Forest Species: An Alternative to Remote-sensing Data
  In: Forestry: An International Journal of Forest Research, Vol. 86, No. 2: pp. 241-253
  
• Trendafilov, Nickolay T.; Unkel, Steffen; Krzanowski, Wojtek J. (2013)
  Exploratory factor and principal component analyses: some new aspects
  In: Statistics and Computing, Vol. 23: pp. 209-220
  
• Tutz, Gerhard; Petry, Sebastian (2013)
  Generalized Additive Models with Unknown Link Function Including Variable Selection
  (full text available)
  
• Tutz, Gerhard; Gertheiss, Jan (2013)
  Rating Scales as Predictors - the Old Question of Scale Level and some Answers
  In: Psychometrika: pp. 1-20
  
• Tutz, Gerhard; Groll, Andreas (2013)
  Likelihood-Based Boosting in Binary and Ordinal Random Effects Models
  In: Journal of Computational and Graphical Statistics, Vol. 22, No. 2: pp. 356-378
  
• Tutz, Gerhard; Oelker, Magret-Ruth (2013)
  Modeling heterogeneity by fixed effects models
  28th International Workshop on Statistical Modelling, 8.-12. Juli 2013, Palermo
  
• Tutz, Gerhard; Schauberger, Gunther (2013)
  Visualization of Categorical Response Models - from Data Glyphs to Parameter Glyphs
  In: Journal of Computational and Graphical Statistics, Vol. 22, No. 1: pp. 156-177
  
• Unkel, Steffen; Gower, John C.; Trendafilov, Nickolay T. (2013)
  On the Procrustean analogue of individual differences scaling (INDSCAL)
  (full text available)
  
• Unkel, Steffen; Trendafilov, Nickolay T. (2013)
  Zig-zag exploratory factor analysis with more variables than observations
  In: Computational Statistics, Vol. 28: pp. 107-125
  
• Utkin, Lev V.; Wiencierz, Andrea (2013)
  An Imprecise boosting-like approach to regression
  Eighth International Symposium on Imprecise Probability: Theories and Applications, 2.-5. Juli 2013, Compiègne
  
• Valliant, Richard; Dever, Jill; Kreuter, Frauke (2013)
  Practical Tools for Designing and Weighting Survey Samples
  New York: Springer
  
• Wanka, Eva R.; Bayerstadler, Andreas; Heumann, Christian; Nowak, Dennis; Jörres, Rudolf A.; Fischer, Rainald (2013)
  Weather and air pollutants have an impact on patients with respiratory diseases and breathing difficulties in Munich, Germany
  In: International Journal of Biometeorology: pp. 1-14
  
• West, Brady T.; Kreuter, Frauke (2013)
  Observational Strategies Associated with Increased Accuracy of Interviewer Observations: Evidence from the National Survey of Family Growth
  In: Public Opinion Quarterly, Vol. 77, No. 2: pp. 522-548
  
• West, Brady T.; Kreuter, Frauke; Jaenichen, Ursula (2013)
  Interviewer Effects in Face-to-Face Surveys: A Function of Measurement Error or Nonresponse?
  In: Journal of Official Statistics, Vol. 29, No. 2: pp. 277-297
  
• Wolf, Johanna; Gerlach, Nicola; Weber, Karin; Klima, André; Wess, Gerhard (2013)
  The diagnostic relevance of NT-proBNP and proANP 31-67 measurements in staging of myxomatous mitral valve disease in dogs
  In: Veterinary Clinical Pathology, Vol. 42, No. 2: pp. 196-206
  
• Wood, Simon N.; Scheipl, Fabian; Faraway, Julian J. (2013)
  Straightforward intermediate rank tensor product smoothing in mixed models
  In: Statistics and Computing, Vol. 23, No. 3: pp. 341-360
  
• Wunder, Christoph; Wiencierz, Andrea; Schwarze, Johannes; Küchenhoff, Helmut (2013)
  Well-Being over the Life Span: Semiparametric Evidence from British and German Longitudinal Data
  In: Review of Economics and Statistics, Vol. 95, No. 1: pp. 154-167
  
• Zahid, Faisal M.; Ramzan, Shalah; Heumann, Christian (2013)
  Regularized proportional odds models
  In: Journal of Statistical Computation and Simulation: pp. 1-18
  
• Zahid, Faisal M.; Tutz, Gerhard (2013)
  Multinomial Logit Models with Implicit Variable Selection
  In: Advances in Data Analysis and Classification, Vol. 7, No. 4: pp. 393-416
  
• Zahid, Faisal M.; Tutz, Gerhard (2013)
  Ridge Estimation for Multinomial Logit Models with Symmetric Side Constraints
  In: Computational Statistics, Vol. 28, No. 3: pp. 1017-1034
  
• Ziegler, Nina; Bergmann, Shana; Hübel, Jens; Bartels, Thomas; Schumacher, Christoph; Bender, Andreas; Casalicchio, Giuseppe; Küchenhoff, Helmut; Krautwald-Junghanns, Maria; Erhard, Michael (2013)
  Climate parameters and the influence on the foot pad health status of fattening turkeys B.U.T. 6 during the early rearing phase
  In: Berliner und Münchener Tierärztliche Wochenschrift, Vol. 126, No. 5-6: pp. 181-188
  

top

2012

• Antonucci, Alessandro; Cattaneo, Marco E. G. V.; Corani, Giorgio (2012)
  Likelihood-Based Robust Classification with Bayesian Networks
  In: Greco, Salvatore; Bouchon-Meunier, Bernadette; Coletti, Giulianella; Fedrizzi, Mario; Matarazzo, Benedetto; Yager, Ronald R. (eds.): Advances in Computational Intelligence. 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012, Catania, Italy, July 9-13, 2012, Proceedings, Part III. Berlin: Springer. pp. 491-500
  
• Baumert, Jens; Karakas, Mahir; Greven, Sonja; Rückerl, Regina; Peters, Annette; Koenig, Wolfgang (2012)
  Variability of fibrinogen measurements in post-myocardial infarction patients: Results from the AIRGENE study center Augsburg
  In: Thrombosis and Haemostasis, Vol. 107, No. 5: pp. 895-902
  
• Cattaneo, Marco E.G.V.; Wiencierz, Andrea (2012)
  Likelihood-based Imprecise Regression
  In: International Journal of Approximate Reasoning, Vol. 53, No. 8: pp. 1137-1154
  
• Copley, Susan J.; Giannarou, Stamatia; Schmid, Volker J.; Hansell, David M.; Wells, Athol U.; Yang, Guang-Zhong (2012)
  Effect of Aging on Lung Structure In Vivo: Assessment With Densitometric and Fractal Analysis of High-resolution Computed Tomography Data
  In: Journal of thoracic imaging, Vol. 27, No. 6: pp. 366-371
  
• Dorner, Matthias; Drechsler, Jörg; Jacobebbinghaus, Peter (2012)
  Generating Useful Test Data for Complex Linked Employer-Employee Datasets
  In: Domingo-Ferrer, Josep; Tinnirello, Ilenia (eds.): Privacy in Statistical Databases. UNESCO Chair in Data Privacy International Conference, PSD 2012 Palermo, Italy, September 26-28, 2012 Proceedings. Berlin: Springer. pp. 165-178
  
• Draxler, Clemens; Küchenhoff, Helmut; Heene, Moritz; Bühner, Markus; Mang, Julia (2012)
  A comparison of parametric methods testing the Rasch model
  In: Advances and Applications in Statistical Sciences, Vol. 8, No. 1: pp. 11-27
  
• Drechsler, Jörg (2012)
  New Data Dissemination Approaches in Old Europe - Synthetic Datasets for a German Establishment Survey
  In: Journal of Applied Statistics, Vol. 39: pp. 243-265
  
• Drechsler, Jörg; Reiter, Jerome P. (2012)
  Combining Synthetic Data with Subsampling to Create Public Use Microdata Files for Large Scale Surveys
  In: Survey Methodology, Vol. 38: pp. 73-79
  
• Eckman, Stephanie; English, Ned (2012)
  Creating housing unit frames from address databases: geocoding precision and net coverage rates
  In: Field Methods, Vol. 24, No. 4: pp. 399-408
  
• Eugster, Manuel J.A.; Hothorn, Torsten; Leisch, Friedrich (2012)
  Domain-based benchmark experiments: Exploratory and inferential analysis
  In: Austrian Journal of Statistics, Vol. 41, No. 1: pp. 5-26
  
• Ferrari, Uta; Exner, Teresa; Wanka, Eva R.; Bergemann, Christoph; Meyer-Arnek, Julian; Hildenbrand, Beate; Tufman, Amanda; Heumann, Christian; Huber, Rudof M.; Bittner, Michael; Fischer, Rainald (2012)
  Influence of air pressure, humidity, solar radiation, temperature and wind speed on ambulatory visits due to chronic obstructive pulmonary disease in Bavaria, Germany
  In: International Journal of Biometeorology, Vol. 56, No. 1: pp. 137-143
  
• Gertheiss, Jan; Tutz, Gerhard (2012)
  Regularization and Model Selection with Categorial Effect Modifiers
  In: Statistica Sinica, Vol. 22: pp. 957-982
  
• Groll, Andreas; Tutz, Gerhard (2012)
  Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting
  In: Methods of Information in Medicine, Vol. 51, No. 2: pp. 168-77
  
• Groll, Andreas; Tutz, Gerhard (2012)
  Variable Selection for Generalized Linear Mixed Models by $L_1$-Penalized Estimation
  In: Statistics and Computing: pp. 1-18
  
• Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt (2012)
  Recursive partitioning on incomplete data using surrogate decisions and multiple imputation
  In: Computational Statistics & Data Analysis, Vol. 56, No. 6: pp. 1552-1565
  
• Heinzl, Felix; Tutz, Gerhard (2012)
  Clustering in linear mixed models with a group fused lasso penalty
  (full text available)
  
• Heinzl, Felix; Kneib, Thomas; Fahrmeir, Ludwig (2012)
  Additive mixed models with Dirichlet process mixture and P-spline priors
  In: Advances in Statistical Analysis, Vol. 96, No. 1: pp. 47-68
  
• Heinzl, Felix; Tutz, Gerhard (2012)
  Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm
  27th International Workshop on Statistical Modelling, 16.-20. Juli 2012, Prag
  
• Herberich, Esther; Hothorn, Torsten (2012)
  Dunnett-type inference in the frailty Cox model with covariates
  In: Statistics in Medicine, Vol. 31, No. 1: pp. 45-55
  
• Heurich, Marco; Möst, Lisa; Schauberger, Gunther; Reulen, Holger; Sustr, Pavel; Hothorn, Torsten (2012)
  Survival and causes of death of European Roe Deer before and after Eurasian Lynx reintroduction in the Bavarian Forest National Park
  In: European Journal of Wildlife Research, Vol. 58, No. 3: pp. 567-578
  
• Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias (2012)
  Model-based boosting in R: a hands-on tutorial using the R package mboost
  In: Computational Statistics: pp. 1-33
  
• Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2012)
  Large-scale model-based assessment of deer-vehicle collision risk.
  In: PLOS ONE, Vol. 7, No. 2 (full text available)
  
• Hothorn, Torsten; Brandl, Roland; Müller, Jörg (2012)
  Large-scale model-based assessment of deer-vehicle collision risk
  In: PLOS ONE, Vol. 7, No. 2 (full text available)
  
• Kalus, Stefanie (2012)
  Biostatistical Modeling and Analysis of Combined fMRI and EEG Measurements
  München: Dr. Hut Verlag
  
• Kauermann, Göran; Haupt, Harry; Kaufmann, Nadeshda (2012)
  A Hitchhiker's View on Spatial Statistics and Spatial Econometrics for Lattice Data
  In: Statistical Modelling, Vol. 12, No. 5: pp. 419-440
  
• Kauermann, Göran; Meestekemper, Thomas (2012)
  A short note on quantifying and visualizing yearly variation in online monitored temperature data
  In: Statistical Modelling: An International Journal, Vol. 12: pp. 195-209
  
• Kauermann, Göran; Mestekemper, Thomas (2012)
  A short note on quantifying and visualizing yearly variation in online monitored temperature data
  In: Statistical Modelling, Vol. 12, No. 2: pp. 195-209 (full text available)
  
• Kauermann, Göran; Teuber, Timo; Flaschel, Peter (2012)
  Exploring US Business Cycles with Bivariate Loops using Penalized Spline Regression
  In: Computational Economics, Vol. 39: pp. 409-427
  
• Kauermann, Göran; Westerheide, Nina (2012)
  To move or not to move to find a new job - Spatial Duration Time Model with Dynamic Covariate Effects
  In: Journal of Applied Statistics, Vol. 39, No. 5: pp. 995-1009
  
• Kellberger, Jessica; Dressel, Holger; Vogelberg, Christian; Leupold, Wolfgang; Windstetter, Doris; Weinmayr, Gudrun; Genuneit, Jon; Heumann, Christian; Nowak, Dennis; Mutius, Erika von; Radon, Katja (2012)
  Prediction of the incidence and persistence of allergic rhinitis in adolescence: A prospective cohort study
  In: Journal of Allergy and Clinical Immunology, Vol. 129, No. 2: pp. 397-402
  
• Klima, André; Küchenhoff, Helmut; Thurner, Paul W. (2012)
  Effects of different spatial modelling: Ruralisation of the NSDAP in the Weimar Republic?
  27th International Workshop on Statistical Modelling, 16.-20. Juli 2012, Prag
  
• Kohler, Ulrich; Kreuter, Frauke (2012)
  Data Analysis Using Stata
  3 ed.. College Station, Texas: Stata Press
  
• Kohler, Ulrich; Kreuter, Frauke (2012)
  Datenanalyse mit Stata
  4 ed.. München: Oldenbourg
  
• Komlos, John; Küchenhoff, Helmut (2012)
  The diminution of the physical stature of the English male population in the eighteenth century
  In: Cliometrica, Vol. 6, No. 1: pp. 45-62
  
• Kuppinger, David; Hartl, Wolfgang H.; Bertok, Martin; Hoffmann, M.; Cederbaum, Jona; Küchenhoff, Helmut; Jauch, Karl-Walter; Rittler, Peter (2012)
  Nutritional screening for risk prediction in patients scheduled for abdominal operations
  In: British Journal of Surgery, Vol. 99, No. 5: pp. 728-737
  
• Küchenhoff, Helmut; Augustin, Thomas; Kunz, Anne (2012)
  Partially identified prevalence estimation under misclassification using the Kappa coefficient
  In: International Journal of Approximate Reasoning, Vol. 53, No. 8: pp. 1168-1182
  
• Markaki, Yolanda; Smeets, Daniel; Fiedler, Susanne; Schmid, Volker J.; Schermelleh, Lothar; Cremer, Thomas; Cremer, Marion (2012)
  The potential of 3D-FISH and super-resolution structured illumination microscopy for studies of 3D nuclear architecture
  In: BioEssays, Vol. 34, No. 5: pp. 412-426
  
• Mayr, Andreas; Fenske, Nora; Hofner, Benjamin; Kneib, Thomas; Schmid, Matthias (2012)
  Generalized additive models for location scale and shape for high-dimensional data - a flexible approach based on boosting
  In: Journal of the Royal Statistical Society, Series C (Applied Statistics), Vol. 61: pp. 403-427
  
• Mayr, Andreas; Hothorn, Torsten; Fenske, Nora (2012)
  Prediction intervals for future BMI values of individual children - A non-parametric approach by quantile boosting
  In: BMC Medical Research Methodology, Vol. 12: pp. 6
  
• Meyer, Sebastian; Elias, Johannes; Höhle, Michael (2012)
  A space-time conditional intensity model for invasive meningococcal disease occurrence
  In: Biometrics, Vol. 68, No. 2: pp. 607-616 (full text available)
  
• Meyer-Kayser, Elisabeth; Hoffmann, Lothar; Silaghi, Cornelia; Pfister, Kurt; Mahling, Monia; Passos, Lygia (2012)
  Dynamics of tick infestations in foxes in Thuringia, Germany
  In: Ticks and Tick-Borne Diseases, Vol. 3, No. 4: pp. 232-239
  
• Mittnik, Stefan; Landes, Markus; Reiter, Joseph; Stucke, Rüdiger (2012)
  Realistische versus regulatorische Bewertung von Beteiligungsrisiken in Solvency II
  In: Absolut report, Vol. 4: pp. 44-53
  
• Mittnik, Stefan; Semmler, Willi (2012)
  Regime dependence of the fiscal multiplier
  In: Journal of Economic Behavior & Organization, Vol. 83: pp. 502-522
  
• Mohajer, Mojgan; Schmid, Volker J.; Engels, Nina A.; Noel, Peter B.; Rummeny, Ernst; Englmeier, Karl H. (2012)
  Stepwise heterogeneity analysis of breast tumors in perfusion DCE-MRI datasets
  In: Molthen, Robert C.; Weaver, John B. (eds.): Medical Imaging 2012: Biomedical Applications in Molecular, Structural and Functional Imaging. Proceedings SPIE; Vol. 8317. . pp. 83171K
  
• Monecke, Armin; Leisch, Friedrich (2012)
  semPLS: Structural Equation Modeling Using Partial Least Squares
  In: Journal of Statistical Software, Vol. 48: pp. 1-32
  
• Müller, Jörg; Mehr, Milenka; Bässler, Claus; Fenton, M. Brock; Hothorn, Torsten; Pretzsch, Hans; Klemmt, Hans-Joachim; Brandl, Roland (2012)
  Aggregative response in bats: Prey abundance versus habitat
  In: Oecologia, Vol. 169, No. 3: pp. 673-684
  
• Oelker, Magret-Ruth; Gertheiss, Jan; Tutz, Gerhard (2012)
  Categorial effect modifiers in generalized linear models
  20th International Conference on COMPUTATIONAL STATISTICS (COMPSTAT 2012), 27.-31. August 2012, Limassol
  
• Petry, Sebastian; Tutz, Gerhard (2012)
  Shrinkage and Variable Selection by Polytopes
  In: Journal of Statistical Planning and Inference, Vol. 142: pp. 48-64
  
• Robinzonov, Nikolay; Tutz, Gerhard; Hothorn, Torsten (2012)
  Boosting techniques for nonlinear time series models
  In: AStA Advances in Statistical Analysis, Vol. 96, No. 1: pp. 99-122
  
• Rödel, Claus; Liersch, Torsten; Becker, Heinz; Fietkau, Rainer; Hohenberger, Werner; Hothorn, Torsten; Graeven, Ullrich; Arnold, Dirk; Lang-Welzenbach, Marga; Raab, Hans-Rudolf; Sülberg, Heiko; Wittekind, Christian; Potapov, Sergej; Staib, Ludger; Hess, Clemens; Weigang-Köhler, Karin; Grabenbauer, Gerhard G.; Hoffmanns, Hans; Lindemann, Fritz; Schlenska-Lange, A.; Folprecht, Gunnar; Sauer, Rolf (2012)
  Preoperative chemoradiotherapy and postoperative chemotherapy with fluorouracil and oxaliplatin versus fluorouracil alone in locally advanced rectal cancer: Initial results of the German CAO/ARO/AIO-04 randomised phase 3 trial
  In: The Lancet Oncology, Vol. 13, No. 7: pp. 679-687
  
• Rüttinger, Dominik; Kuppinger, David; Hölzwimmer, Manuela; Zander, Sabrina; Vilsmaier, Markus; Küchenhoff, Helmut; Jauch, Karl-Walter; Hartl, Wolfgang H. (2012)
  Acute prognosis of critically ill patients with secondary peritonitis: the impact of the number of surgical revisions, and of the duration of surgical therapy
  In: American Journal of Surgery, Vol. 204, No. 1: pp. 28-36
  
• Sakshaug, Joseph W.; Couper, Mick P.; Ofstedal, Mary B.; Weir, David (2012)
  Linking Survey and Administrative Records: Mechanisms of Consent
  In: Sociological Methods and Research, Vol. 41, No. 4: pp. 535-569
  
• Sakshaug, Joseph W.; Kreuter, Frauke (2012)
  Assessing the Magnitude of Non-Consent Biases in Linked Survey and Administrative Data
  In: Survey Research Methods, Vol. 6, No. 2: pp. 113-122
  
• Schauberger, Gunther; Tutz, Gerhard (2012)
  Effect Stars for Categorical Response Models
  27th International Workshop on Statistical Modelling, 16.-20. Juli 2012, Prag
  
• Scheipl, Fabian; Fahrmeir, Ludwig; Kneib, Thomas (2012)
  Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models
  In: Journal of the American Statistical Association, Vol. 107, No. 500: pp. 1518-1532
  
• Schellhase, Christian; Kauermann, Göran (2012)
  Density Estimation and Comparison with a Penalized Mixture Approach
  In: Computational Statistics, Vol. 27, No. 4: pp. 757-777
  
• Schmid, Matthias; Hothorn, Torsten; Krause, Friedemann; Rabe, Christina (2012)
  A PAUC-based Estimation Technique for Disease Classification and Biomarker Selection.
  In: Statistical Applications in Genetics and Molecular Biology, Vol. 11, No. 5: pp. 1-24 (full text available)
  
• Schmid, Matthias; Hothorn, Torsten; Krause, Friedemann; Rabe, Christina (2012)
  A PAUC-based estimation technique for disease classification and biomarker selection
  In: Statistical Applications in Genetics and Molecular Biology, Vol. 11, No. 5
  
• Schmidt, Paul; Gaser, Christian; Arsic, Milan; Buch, Dorothea; Förschler, Annette; Berthele, Achim; Hoshi, Muna; Ilg, Rüdiger; Schmid, Volker J.; Zimmer, Claus; Hemmer, Bernhard; Mühlau, Mark (2012)
  An automated tool for detection of FLAIR-hyperintense white-matter lesions in Multiple Sclerosis
  In: NeuroImage, Vol. 59, No. 4: pp. 3774-3783
  
• Schneeweiß, Hans; Rost, Daniel; Schmid, Matthias (2012)
  Probability and quantile estimation from individually micro-aggregated data
  In: Metrika, Vol. 75, No. 6: pp. 721-742
  
• Schneider, Christian P.; Fertmann, Jan; Miesen, Johannes; Wolf, Hilde; Flexeder, Claudia; Hofner, Benjamin; Küchenhoff, Helmut; Jauch, Karl-Walter; Hartl, Wolfgang H. (2012)
  Short-term prognosis of critically ill surgical patients: The impact of duration of invasive organ support therapies
  In: Journal of Critical Care, Vol. 27, No. 1: pp. 73-82
  
• Shalabh, null; Garg, Gaurav; Heumann, Christian (2012)
  Performance of Double k-class Estimators for Coefficients in Linear Regression Models with Non Spherical Disturbances under Asymmetric Losses
  In: Journal of Multivariate Analysis, Vol. 112: pp. 35-47
  
• Shalabh, null; Heumann, Christian (2012)
  Simultaneous Prediction of Actual and Average Values of Study variable Using Stein-rule Estimators
  In: Kumar, K.; Chaturvedi, A. (eds.): Some Recent Developments in Statistical Theory and Application. Boca Raton: Brown Walker Press. pp. 68-81
  
• Silaghi, Cornelia; Woll, Dietlinde; Hamel, Dietmar; Pfister, Kurt; Mahling, Monia; Pfeffer, Martin (2012)
  Babesia spp. and Anaplasma phagocytophilum in questing ticks, ticks parasitizing rodents and the parasitized rodents - Analyzing the hostpathogen-vector interface in a metropolitan area
  In: Parasites & Vectors, Vol. 5: pp. 191
  
• Silaghi, Cornelia; Woll, Dietlinde; Mahling, Monia; Pfister, Kurt; Pfeffer, Martin (2012)
  Candidatus Neoehrlichia mikurensis in rodents in an area with sympatric existence of the hard ticks Ixodes ricinus and Dermacentor reticulatus, Germany
  In: Parasites & Vectors, Vol. 5: pp. 285
  
• Sommer, Julia C.; Schmid, Volker J. (2012)
  Spatial two tissue compartment model for DCE-MRI
  In: ArXiv
  
• Sprauer, Stefanie; Döring, Dorothea; Herb, Ingird; Küchenhoff, Helmut; Erhard, Michael H. (2012)
  Behaviour therapy in the practice management of a veterinary practice. Survey among practicing veterinarians and veterinarians specialized in behaviour therapy
  In: Tierärztliche Praxis Ausgabe Kleintiere Heimtiere, Vol. 40, No. 2: pp. 79-86
  
• Tourangeau, Roger; Kreuter, Frauke; Eckman, Stephanie (2012)
  Motivated Underreporting in Screening Interviews
  In: Public Opinion Quarterly, Vol. 76, No. 3: pp. 453-469
  
• Tutz, Gerhard; Pößnecker, Wolfgang; Uhlmann, Lorenz (2012)
  Variable Selection in General Multinomial Logit Models
  (full text available)
  
• Tutz, Gerhard (2012)
  Regression for Categorical Data
  Cambridge: Cambridge University Press
  
• Tutz, Gerhard; Petry, Sebastian (2012)
  Nonparametric Estimation of the Link Function Including Variable Selection
  In: Statistics and Computing, Vol. 21: pp. 545-561
  
• Tutz, Gerhard; Pößnecker, Wolfgang (2012)
  Variable Selection for the Multinomial Logit Model
  27th International Workshop on Statistical Modelling, 16.-20. Juli 2012, Prag
  
• Walter, Gero (2012)
  A Technical Note on the Dirichlet-Multinomial Model. The Dirichlet Distribution as the Canonically Constructed Conjugate Prior
  (full text available)
  
• Wiencierz, Andrea; Cattaneo, Marco E. G. V. (2012)
  An Exact Algorithm for Likelihood-Based Imprecise Regression in the Case of Simple Linear Regression with Interval Data
  In: Kruse, Rudolf; Berthold, Michael R.; Moewes, Christian; Gil, María Ángeles; Grzegorzewski, Przemyslaw; Hryniewicz, Olgierd (eds.): Synergies of Soft Computing and Statistics for Intelligent Data Analysis. Berlin: Springer. pp. 293-301
  
• Wolf, Johanna; Gerlach, Nicola; Weber, Karin; Klima, André; Wess, Gerhard (2012)
  Lowered N-terminal pro-B-type natriuretic peptide levels in response to treatment predict survival in dogs with symptomatic mitral valve disease
  In: Journal of Veterinary Cardiology, Vol. 14: pp. 399-408
  
• Yan, Ting; Kreuter, Frauke; Tourangeau, Roger (2012)
  Evaluating Survey Questions: A Comparison of Methods
  In: Journal of Official Statistics, Vol. 28, No. 4: pp. 503-529
  
• Yan, Ting; Kreuter, Frauke; Tourangeau, Roger (2012)
  Latent Class Analysis of Response Inconsistencies Across Modes of Data Collection
  In: Social Science Research, Vol. 41, No. 5: pp. 1017-1027
  
• Zahid, Faisal M.; Heumann, Christian (2012)
  Response shrinkage estimation in multinomial logit models
  In: Journal of Statistical Planning and Inference, Vol. 142, No. 1: pp. 95-109
  

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2011

• Fischer, Daniel; Bonß, Wolfgang; Augustin, Thomas; Bader, Felix; Pichlbauer, Michaela; Vogl, Dominikus (eds.) (2011)
  Uneindeutigkeit als Herausforderung. Risikokalkulation, Amtliche Statistik und die Modellierung des Sozialen
  1. Neubiberg: Universität der Bundeswehr München
  
• Adebayo, Samson B.; Fahrmeir, Ludwig; Seiler, Christian; Heumann, Christian (2011)
  Geoadditive Latent Variable Modeling of Count Data on Multiple Sexual Partnering in Nigeria
  In: Biometrics, Vol. 67, No. 2: pp. 620-628
  
• Ahrens, Frank; Platz, Siegfried; Link, Christopher; Mahling, Monia; Meyer, Heinrich H.; Erhard, Michael H. (2011)
  Changes in hoof health and animal hygiene in a dairy herd after covering concrete slatted floor with slatted rubber mats: A case study
  In: Journal of Dairy Science, Vol. 94, No. 5: pp. 2341-2350
  
• Antonucci, Alessandro; Cattaneo, Marco E.G.V.; Corani, Giorgio (2011)
  Likelihood-Based Naive Credal Classifier
  Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck
  
• Augustin, Thomas; Cattaneo, Marco E. G. V. (2011)
  Foundations of Probability
  In: Lovric, Miodrag (eds.): International Encyclopedia of Statistical Science. Berlin: Springer. pp. 542-544
  
• Baker, Rebecca; Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Augustin, Thomas (2011)
  Nonparametric predictive inference for subcategory data
  Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck
  
• Blom, Annelies; Kreuter, Frauke (2011)
  Preface
  In: Journal of Official Statistics, Vol. 27, No. 2: pp. 151-152
  
• Brüske, Irene; Hampel, Regina; Baumgärtner, Zita.; Rückerl, Regina; Greven, Sonja; Koenig, Wolfgang; Peters, Annette; Schneider, Alexandra (2011)
  Ambient Air Pollution and Lipoprotein-Associated Phospholipase A2 in Survivors of Myocardial Infarction
  In: Environmental Health Perspectives, Vol. 119, No. 7: pp. 921-926
  
• Cattaneo, Marco E.G.V. (2011)
  Belief functions combination without the assumption of independence of the information sources
  In: International Journal of Approximate Reasoning, Vol. 52, No. 3: pp. 299-315
  
• Cattaneo, Marco E.G.V.; Wiencierz, Andrea (2011)
  Regression with Imprecise Data: A Robust Approach
  Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck
  
• Coolen, Frank P. A.; Troffaes, Matthias C. M.; Augustin, Thomas (2011)
  Imprecise Probabilities
  In: Lovric, Miodrag (eds.): International Encyclopedia of Statistical Sciences. Berlin: Springer. pp. 645-648
  
• Crossman, Richard J.; Abellan, Joaqín; Augustin, Thomas; Coolen, Frank P.A. (2011)
  Building Imprecise Classification Trees With Entropy Ranges
  Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck
  
• Dolnicar, Sara; Grün, Bettina; Leisch, Friedrich (2011)
  Quick, simple and reliable: Forced binary survey questions
  In: International Journal of Market Research, Vol. 53, No. 2: pp. 233-254
  
• Eckman, Stephanie; Kreuter, Frauke (2011)
  Confirmation bias in housing unit listing
  In: Public Opinion Quarterly, Vol. 75, No. 1: pp. 139-150
  
• Eugster, Manuel J. A.; Knaus, Jochen; Porzelius, Christine; Schmidberger, Markus; Vicedo, E. (2011)
  Hands-on Tutorial for Parallel Computing with R
  In: Computational Statistics, Vol. 26, No. 2: pp. 219-239
  
• Eugster, Manuel J.A.; Gertheiss, Jan; Kaiser, Sebastian (2011)
  Having the Second Leg At Home - Advantage in the UEFA Champions League Knockout Phase?
  In: Journal of Quantitative Analysis in Sports, Vol. 7, No. 1
  
• Eugster, Manuel J.A.; Leisch, Friedrich (2011)
  Exploratory Analysis of Benchmark Experiments
  In: Computational Statistics, Vol. 26, No. 4: pp. 699-710
  
• Eugster, Manuel J.A.; Leisch, Friedrich (2011)
  Weighted and Robust Archetypal Analysis
  In: Computational Statistics and Data Analysis, Vol. 55, No. 3: pp. 1215-1225
  
• Fenske, Nora; Kneib, Thomas; Hothorn, Torsten (2011)
  Identifying Risk Factors for Severe Childhood Malnutrition by Boosting Additive Quantile Regression
  In: Journal of the American Statistical Association, Vol. 106, No. 494: pp. 494-510
  
• Gertheiss, Jan; Hogger, Sarah; Oberhauser, Cornelia; Tutz, Gerhard (2011)
  Selection of Ordinally Scaled Independent Variables with Applications to International Classification of Functioning Core Sets
  In: Journal of the Royal Statistical Society: Series C, Vol. 60: pp. 377-396
  
• Greven, Sonja; Dominici, Francesca; Zeger, Scott (2011)
  An Approach to the Estimation of Chronic Air Pollution Effects Using Spatio-Temporal Information
  In: Journal of the American Statistical Association, Vol. 106, No. 494: pp. 396-406
  
• Güthlin, Denise; Knauer, Felix; Kneib, Thomas; Küchenhoff, Helmut; Kaczensky, Petra; Rauer, Georg; Jonozovic, Marko; Mustoni, Andrea; Jerina, Klemen (2011)
  Estimating habitat suitability and potential population size for brown bears in the eastern alps
  In: Biological Conservation, Vol. 144, No. 5: pp. 1733-1741
  
• Heinrich, Sabine; Thomas, Silke; Heumann, Christian; Kries, Rüdiger von; Radon, Katja (2011)
  The impact of exposure to radio frequency electromagnetic fields on chronic well-being in young people - A cross-sectional study based on personal dosimetry
  In: Environment International, Vol. 37, No. 1: pp. 26-30
  
• Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas; Schmid, Matthias (2011)
  A framework for unbiased model selection based on boosting
  In: Journal of Computational and Graphical Statistics, Vol. 20, No. 4: pp. 956-971
  
• Hofner, Benjamin; Kneib, Thomas; Hartl, Wolfgang H.; Küchenhoff, Helmut (2011)
  Building cox-type structured hazard regression models with time-varying effects
  In: Statistical Modelling, Vol. 11, No. 1: pp. 3-24
  
• Hothorn, Torsten; Leisch, Friedrich (2011)
  Case studies in reproducibility
  In: Briefings in Bioinformatics, Vol. 12, No. 3: pp. 288-300
  
• Hothorn, Torsten; Müller, Jörg; Schröder, Boris; Kneib, Thomas; Brandl, Roland (2011)
  Decomposing environmental, spatial, and spatiotemporal components of species distributions
  In: Ecological Monographs, Vol. 81, No. 2: pp. 329-347
  
• Höhle, Michael; Siedler, Anette; Ludwig, Maik; Bader, Hans-Martin; Heininger, Ulrich; Kries, Rüdiger von (2011)
  Assessment of varicella vaccine effectiveness in Germany: A time series approach
  In: Epidemiology and Infection, Vol. 139, No. 11: pp. 1710-1719
  
• Kneib, Thomas; Fahrmeir, Ludwig (2011)
  A Space-Time Study on Forest Health
  In: Chandler, Richard; Scott, Marian (eds.): Statistical Methods for Trend Detection and Analysis in the Environmental Sciences. Hoboken: Wiley & Sons. pp. 333-358
  
• Kneib, Thomas; Knauer, Felix; Küchenhoff, Helmut (2011)
  A general approach to the analysis of habitat selection
  In: Environmental And Ecological Statistics, Vol. 18, No. 1: pp. 1-25
  
• Kneib, Thomas; Konrath, Susanne; Fahrmeir, Ludwig (2011)
  High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance
  In: Journal of the Royal Statistical Society: Series C (Applied Statistics), Vol. 60, No. 1: pp. 51-70
  
• Kreuter, Frauke (2011)
  Response 1 to Biemer and Berzofsky's chapter: Some issues in the application of latent class models for questionnaire design
  In: Madans, Jennifer; Miller, Kristen; Maitland, Aaron; Willis, Gordon (eds.): Question evaluation methods: Contributing to the Science of Data Quality. Chichester: Wiley. pp. 187-197
  
• Kreuter, Frauke; McCullock, Susan; Presser, Stanley; Tourangeau, Roger (2011)
  The effects of asking filter questions in interleafed versus grouped format
  In: Sociological Methods and Research, Vol. 40, No. 1: pp. 88-104
  
• Kreuter, Frauke; Olson, Kristen (2011)
  Multiple auxiliary variables in nonresponse adjustment
  In: Sociological Methods and Research, Vol. 40, No. 2: pp. 311-332
  
• Küchenhoff, Helmut; Augustin, Thomas; Kunz, Anne (2011)
  Partially identified prevalence estimation under misclassification using the Kappa coefficient
  Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck
  
• Leisch, Friedrich; Eugster, Manuel J.A.; Hothorn, Torsten (2011)
  Executable Papers for the R Community: The Rsquared Platform for Reproducible Research
  In: Procedia Computer Science, Vol. 4: pp. 618-626
  
• Leitenstorfer, Florian; Tutz, Gerhard (2011)
  Estimation of Single-Index Models Based on Boosting Techniques
  In: Statistical Modelling, Vol. 11: pp. 203-217
  
• Mahaki, Behzad; Mehrabi, Vadollah; Kavousi, Amir; Akbari, Mohammed E.; Waldhoer, Thomas; Schmid, Volker J.; Yaseri, Mehdi (2011)
  Multivariate Disease Mapping of Seven Prevalent Cancers in Iran using a Shared Component Model
  In: Asian Pacific Journal of Cancer Prevention, Vol. 12, No. 9: pp. 2353-2358
  
• Maierhofer, Sarah; Alamzán-Isla, Javier; Alcalde-Cabero, Enrique; de Pedro-Cuesta, Jesús (2011)
  Prevalence and Features of IFC-disability in Spain as captured by 2008 National Disability Survey
  In: BMC Public Health, Vol. 11, No. 1: pp. 897
  
• Mellert, Karl H.; Fensterer, Veronika; Küchenhoff, Helmut; Reger, Birgit; Kölling, Christian; Klemmt, Hans-Joachim; Ewald, Jörg (2011)
  Hypothesis-driven species distribution models for tree species in the Bavarian Alps
  In: Journal of Vegetation Science, Vol. 22, No. 4: pp. 635-646
  
• Meyer-Kayser, Elisabeth; Hoffmann, Lothar; Silaghi, Cornelia; Passos, Lygia; Mahling, Monia; Pfister, Kurt (2011)
  Zeckenbefall bei Füchsen in Thüringen unter besonderer Berücksichtigung von Füchsen mit Räude
  In: Wiener Tierärztliche Monatsschrift, Vol. 98: pp. 292-296
  
• Mohajer, Mojgan; Schmid, Volker J.; Braren, Rickmer; Noel, Peter B.; Englmeier, Karl H. (2011)
  How Heterogeneous is the Liver? A Cluster Analyse of DCE-MRI Time Series
  In: NSS-MIC: pp. 2483-2487
  
• Möller, Teresa; Dolnicar, Sara; Leisch, Friedrich (2011)
  The sustainability-profitability trade-off in tourism: Can it be overcome?
  In: Journal of Sustainable Tourism, Vol. 19, No. 2: pp. 155-169
  
• Pyrka, Patricia; Wimmer, Valentin; Fenske, Nora; Fahrmeir, Ludwig; Schwirtz, Ansgar (2011)
  Factor Analysis in Performance Diagnostic Data of Competitive Ski Jumpers and Nordic Combined Athletes 2004-2008
  In: Journal of Quantitative Analysis in Sports, Vol. 7, No. 3
  
• Ronning, Gerd; Schneeweiß, Hans (2011)
  Panel regression with multiplicative measurement errors
  In: Economics Letters, Vol. 110: pp. 136-139
  
• Sakshaug, Joseph W.; Kreuter, Frauke (2011)
  Using paradata and other auxiliary data to examine mode switch nonresponse in a "recruit-and-switch" telephone survey
  In: Journal of Official Statistics, Vol. 27, No. 2: pp. 339-357
  
• Scheipl, Fabian (2011)
  Bayesian Regularization and Model Choice in Structured Additive Regression
  München: Dr. Hut Verlag
  
• Scheipl, Fabian (2011)
  spikeSlabGAM: Bayesian Variable Selection, Model Choice and Regularization for Generalized Additive Mixed Models in R
  In: Journal of Statistical Software, Vol. 43, No. 14: pp. 1-24
  
• Schmid, Matthias; Hielscher, Thomas; Augustin, Thomas; Gefeller, Olaf (2011)
  A robust alternative to the Schemper-Henderson measure of prediction error
  In: Biometrics, Vol. 67, No. 2: pp. 524-535
  
• Schmid, Matthias; Hothorn, Torsten; Maloney, Kelly O.; Weller, D.; Potapov, Sergej (2011)
  Geoadditive regression modeling of stream biological condition
  In: Environmental and Ecological Statistics, Vol. 18, No. 4: pp. 709-733
  
• Schmid, Volker J. (2011)
  Voxel based adaptive spatio-temporal modelling of perfusion cardiovascular MRI
  In: IEEE Transactions on Medical Imaging, Vol. 30, No. 7: pp. 1305-1313
  
• Schneeweiß, Hans (2011)
  Statistik von gestern bis heute
  In: DAGStat Bulletin, Vol. 7: pp. 5-6
  
• Schomaker, Michael; Heumann, Christian (2011)
  Model Averaging in Factor Analysis: An Analysis of Olympic Decathlon Data
  In: Journal of Quantitative Analysis in Sports, Vol. 7, No. 1
  
• Schorn, Sabine; Pfister, Kurt; Reulen, Holger; Mahling, Monia; Manitz, Juliane; Thiel, Claudia; Silaghi, Cornelia (2011)
  Prevalence of Anaplasma phagocytophilum in Ixodes ricinus in Bavarian public parks, Germany
  In: Ticks and Tick-Borne Diseases, Vol. 2, No. 4: pp. 196-203
  
• Schorn, Sabine; Pfister, Kurt; Reulen, Holger; Mahling, Monia; Silaghi, Cornelia (2011)
  Occurrence of Babesia spp. and Rickettsia spp. and Bartonella spp. in Ixodes ricinus in Bavarian public parks, Germany
  In: Parasites & Vectors, Vol. 4, No. 1: pp. 135
  
• Schulze, Anja; Römmelt, Horst; Ehrenstein, Vera; Strien, Rob van; Praml, Georg; Küchenhoff, Helmut; Nowak, Dennis; Radon, Katja (2011)
  Effects on pulmonary health of neighboring residents of concentrated animal feeding operations: Exposure assessed using optimized estimation technique
  In: Archives of Environmental & Occupational Health, Vol. 66, No. 3: pp. 146-154
  
• Seiler, Doris M.; Rouquette, Jacques; Schmid, Volker J.; Strickfaden, Hilmar; Ottmanna, Christian; Drexler, Guido A.; Mazurek, Belinda; Greubel, Christoph; Hable, Volker; Dollinger, Günther; Cremer, Thomas; Friedl, Anna A. (2011)
  Double-strand break-induced transcriptional silencing is associated with loss of tri-methylation at H3K4
  In: Chromosome Research, Vol. 19, No. 7: pp. 883-899
  
• Staubach, Christoph; Hoffmann, Lothar; Schmid, Volker J.; Ziller, Mario; Tackmann, Kirsten; Conraths, Franz J. (2011)
  Bayesian space-time analysis of Echinococcus multilocularis-infections in foxes
  In: Veterinary Parasitology, Vol. 179, No. 1-3: pp. 77-83
  
• Strobl, Carolin; Wickelmaier, Florian; Zeileis, Achim (2011)
  Accounting for individual differences in Bradley-Terry models by means of recursive partitioning
  In: Journal of Educational and Behavioral Statistics, Vol. 36, No. 2: pp. 135-153 (full text available)
  
• Svejdar, Viola; Küchenhoff, Helmut; Fahrmeir, Ludwig; Wassermann, Joachim (2011)
  External forcing of earthquake swarms at Alpine regions: example from a seismic meteorological network at Mt. Hochstaufen SE-Bavaria
  In: Nonlinear Processes In Geophysics, Vol. 18, No. 6: pp. 849-860
  
• Tabelow, Karsten; Clayden, Jonathan; Lafaye de Micheaux, Pierre; Polzehl, Jörg; Schmid, Volker J.; Whitcher, Brandon (2011)
  Image Analysis and Statistical Inference in Neuroimaging with R
  In: NeuroImaging, Vol. 55, No. 4: pp. 1686-1693
  
• Tutz, Gerhard (2011)
  Poisson Regression
  In: Lovric, Miodrag (eds.): International Encyclopedia of Statistical Sciences. Berlin: Springer. pp. 1075-1077
  
• Walter, Gero; Augustin, Thomas; Coolen, Frank P.A. (2011)
  On Prior-Data Conflict in Predictive Bernoulli Inferences
  Seventh International Symposium on Imprecise Probability: Theories and Applications, 25.-28. Juli 2011, Innsbruck
  
• Wess, Gerhard; Butz, Verena; Mahling, Monia; Hartmann, Katrin (2011)
  Evaluation of N-terminal pro-B-type natriuretic peptide as a diagnostic marker of various stages of cardiomyopathy in Doberman Pinschers
  In: American Journal of Veterinary Research, Vol. 72, No. 5: pp. 642-649
  
• West, Brady T.; Kreuter, Frauke (2011)
  Observational strategies associated with increased accuracy on interviewer observations - evidence from the National Survey of Family Growth
  $pub.event_title, $pub.event_dates, $pub.event_location
  
• Whitcher, Brandon; Schmid, Volker J.; Collins, David J.; Orton, Matthew R.; Koh, Dow-Mu; Diaz de Corcuera, Isabela; Parera, Marta; del Campo, Josep M.; deSouza, Nadita M.; Leach, Martin; Harrington, Kevin; El-Hariry, Iman A. (2011)
  A Bayesian Hierarchical Model for Dynamic Contrast-Enhanced MRI: A Phase II Study in Advanced Squamous Cell Carcinoma of the Head and Neck
  In: Magnetic Resonance Materials in Physics, Biology and Medicine, Vol. 24, No. 2: pp. 85-96
  
• Wiencierz, Andrea; Greven, Sonja; Küchenhoff, Helmut (2011)
  Restricted likelihood ratio testing in linear mixed models with general error covariance structure
  In: Electronic Journal of Statistics, Vol. 5: pp. 1718-1734
  
• Wilbert-Lampen, Ute; Nickel, Thomas; Scheipl, Fabian; Greven, Sonja; Küchenhoff, Helmut; Kääb, Stefan; Steinbeck, Gerhard (2011)
  Mortality due to myocardial infarction in the bavarian population during world cup soccer 2006
  In: Clinical Research in Cardiology, Vol. 100, No. 9: pp. 731-736
  
• Wimmer, Valentin; Fenske, Nora; Pyrka, Patricia; Fahrmeir, Ludwig (2011)
  Exploring competition performance in decathlon using semi-parametric latent factor models
  In: Journal of Quantitative Analysis in Sports, Vol. 7, No. 4
  

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2010

• Kneib, Thomas; Tutz, Gerhard (eds.) (2010)
  Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir
  Berlin; Heidelberg u.a.: Physica-Verlag
  
• Augustin, Thomas; Coolen, Frank P.A.; Troffaes, Matthias C.M.; Moral, Serafín (2010)
  Special issue on imprecise probability in statistical inference and decision making
  In: International Journal of Approximate Reasoning, Vol. 51, No. 9: pp. 1011-1172
  
• Augustin, Thomas; Hable, Robert (2010)
  On the impact of robust statistics on imprecise probability models: A review
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