Logo Logo
[up] Up a level
Group by: Date | Creators | Item Type | Language | Volume
Jump to: 2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2005 | 2004 | 2003 | 2001
Number of items at this level: 1117.

2025

Blocher, Hannah ORCID logoORCID: https://orcid.org/0009-0008-3565-9709 und Schollmeyer, Georg ORCID logoORCID: https://orcid.org/0000-0002-6199-1886 (2025): Data depth functions for non-standard data by use of formal concept analysis. In: Journal of Multivariate Analysis, Vol. 205, 105372 [PDF, 925kB]

Eckman, Stephanie; Ma, Bolei; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299; Chew, Rob; Plank, Barbara und Kreuter, Frauke (2025): Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR). ArXiv

Fischer-Abaigar, Unai; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 und Perdomo, Juan Carlos (2025): The Value of Prediction in Identifying the Worst-Off. ArXiv

2024

Arnold, Christian ORCID logoORCID: https://orcid.org/0000-0002-7042-594X; Biedebach, Luka; Küpfer, Andreas ORCID logoORCID: https://orcid.org/0000-0002-4110-0775 und Neunhoeffer, Marcel ORCID logoORCID: https://orcid.org/0000-0002-9137-5785 (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 [PDF, 156kB]

Chernikova, Olga ORCID logoORCID: https://orcid.org/0000-0002-0112-3665; Stadler, Matthias ORCID logoORCID: https://orcid.org/0000-0001-8241-8723; Melev, Ivan und Fischer, Frank ORCID logoORCID: https://orcid.org/0000-0003-0253-659X (2024): Using machine learning for continuous updating of meta-analysis in educational context. In: Computers in Human Behavior, Vol. 156, 108215 [PDF, 483kB]

Classe, Franz; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 und Debelak, Rudolf (2024): Score-Based Tests for Parameter Instability in Ordinal Factor Models. OSF

Collins, John und Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 (August 2024): Longitudinal nonresponse prediction with time series machine learning. In: Journal of Survey Statistics and Methodology : JSSAM [Forthcoming]

F. Junquera, Álvaro und Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 (14. June 2024): From rules to forests: rule-based versus statistical models for jobseeker profiling. SocArXiv [PDF, 1MB]

Fischer-Abaigar, Unai; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299; Barda, Noam und Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 (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, 101976: pp. 1-22

Fischer-Abaigar, Unai; Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 und Kreuter, Frauke (July 2024): The Missing Link: Allocation Performance in Causal Machine Learning.

Haensch, Anna-Carolina ORCID logoORCID: https://orcid.org/0000-0001-6772-0393 und Schunck, Reinhard (2024): Multiple Imputation for Systematically Missing Partner Variables in Survey Data. In: Sociological Methodology [Forthcoming]

Herrmann, Moritz ORCID logoORCID: https://orcid.org/0000-0002-4893-5812; Kazempour, Daniyal; Scheipl, Fabian ORCID logoORCID: https://orcid.org/0000-0001-8172-3603 und Kröger, Peer (2024): Enhancing cluster analysis via topological manifold learning. In: Data Mining and Knowledge Discovery, Vol. 38, No. 3: pp. 840-887 [PDF, 7MB]

Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299; Kim, Michael und Zhou, Angela (2024): Multi-CATE: Multi-Accurate Conditional Average Treatment Effect Estimation Robust to Unknown Covariate Shifts.

Lebacher, Michael und Kauermann, Göran ORCID logoORCID: https://orcid.org/0000-0003-0742-7835 (2024): Regression‐based network‐flow and inner‐matrix reconstruction. In: Scandinavian Journal of Statistics, Vol. 51, No. 4: pp. 1730-1748 [PDF, 1MB]

Lin, Jie-sheng ORCID logoORCID: https://orcid.org/0000-0002-9216-4736; Petrera, Agnese ORCID logoORCID: https://orcid.org/0000-0002-0583-6195; Hauck, Stefanie M. ORCID logoORCID: https://orcid.org/0000-0002-1630-6827; Müller, Christian L. ORCID logoORCID: https://orcid.org/0000-0002-3821-7083; Peters, Annette ORCID logoORCID: https://orcid.org/0000-0001-6645-0985 und Thorand, Barbara ORCID logoORCID: https://orcid.org/0000-0002-8416-6440 (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 [PDF, 1MB]

Mandl, Maximilian M. ORCID logoORCID: https://orcid.org/0000-0003-0518-9802; Becker-Pennrich, Andrea S.; Hinske, Ludwig C.; Hoffmann, Sabine ORCID logoORCID: https://orcid.org/0000-0001-6197-8801 und Boulesteix, Anne-Laure ORCID logoORCID: https://orcid.org/0000-0002-2729-0947 (2024): Addressing researcher degrees of freedom through minP adjustment. In: BMC Medical Research Methodology 24:152 [PDF, 1MB]

Mandl, Maximilian M. ORCID logoORCID: https://orcid.org/0000-0003-0518-9802; Hoffmann, Sabine; Bieringer, Sebastian; Jacob, Anna E. ORCID logoORCID: https://orcid.org/0000-0003-3066-1515; Kraft, Marie; Lemster, Simon und Boulesteix, Anne-Laure ORCID logoORCID: https://orcid.org/0000-0002-2729-0947 (2024): Raising awareness of uncertain choices in empirical data analysis: A teaching concept toward replicable research practices.
In: PLOS Computational Biology 20(3), e1011936 [PDF, 652kB]

Meyer, Jan Felix; Kauermann, Göran und 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 [PDF, 1MB]

Nalenz, Malte ORCID logoORCID: https://orcid.org/0000-0003-3439-4469; Rodemann, Julian und Augustin, Thomas (2024): Learning de-biased regression trees and forests from complex samples. In: Machine Learning, Vol. 113: pp. 3379-3398 [PDF, 1MB]

Nießl, Christina ORCID logoORCID: https://orcid.org/0000-0003-2425-7858; Hoffmann, Sabine; Ullmann, Theresa und Boulesteix, Anne‐Laure ORCID logoORCID: https://orcid.org/0000-0002-2729-0947 (2024): Explaining the optimistic performance evaluation of newly proposed methods: A cross‐design validation experiment. In: Biometrical Journal, Vol. 66, No. 1, 2200238 [PDF, 1MB]

Rave, Martje und 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 ORCID logoORCID: https://orcid.org/0000-0001-6112-4136 und Augustin, Thomas (2024): Imprecise Bayesian optimization. In: Knowledge-Based Systems, Vol. 300, 112186 [PDF, 2MB]

Schalk, Daniel; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202 (2024): Privacy-preserving and lossless distributed estimation of high-dimensional generalized additive mixed models. In: Statistics and Computing, Vol. 34, No. 1, 31 [PDF, 835kB]

Schalk, Daniel; Rehms, Raphael ORCID logoORCID: https://orcid.org/0000-0002-3996-0194; Hoffmann, Verena S. ORCID logoORCID: https://orcid.org/0000-0003-1478-5390; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Mansmann, Ulrich ORCID logoORCID: https://orcid.org/0000-0002-9955-8906 (2024): Distributed non-disclosive validation of predictive models by a modified ROC-GLM. In: BMC Medical Research Methodology, Vol. 24, 190 [PDF, 4MB]

Schenk, Patrick Oliver und Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 (2024): Connecting Algorithmic Fairness to Quality Dimensions in Machine Learning in Official Statistics and Survey Production.

Scholbeck, Christian A. ORCID logoORCID: https://orcid.org/0000-0001-6607-4895; Casalicchio, Giuseppe ORCID logoORCID: https://orcid.org/0000-0001-5324-5966; Molnar, Christoph; Bischl, Bernd und Heumann, Christian (2024): Marginal effects for non-linear prediction functions. In: Data Mining and Knowledge Discovery, Vol. 38, No. 5: pp. 2997-3042 [PDF, 10MB]

2023

Beck, Jacob ORCID logoORCID: https://orcid.org/0000-0002-7587-7064 (2023): Quality aspects of annotated data. In: AStA Wirtschafts- und Sozialstatistisches Archiv, Vol. 17, No. 3-4: pp. 331-353 [PDF, 409kB]

Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980; Binder, Martin; Lang, Michel ORCID logoORCID: https://orcid.org/0000-0001-9754-0393; Pielok, Tobias; Richter, Jakob ORCID logoORCID: https://orcid.org/0000-0003-4481-5554; Coors, Stefan ORCID logoORCID: https://orcid.org/0000-0002-7465-2146; Thomas, Janek; Ullmann, Theresa ORCID logoORCID: https://orcid.org/0000-0003-1215-8561; Becker, Marc ORCID logoORCID: https://orcid.org/0000-0002-8115-0400; Boulesteix, Anne‐Laure ORCID logoORCID: https://orcid.org/0000-0002-2729-0947; Deng, Difan und Lindauer, Marius ORCID logoORCID: https://orcid.org/0000-0002-9675-3175 (2023): Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges. In: WIREs Data Mining and Knowledge Discovery, Vol. 13, No. 2 [PDF, 6MB]

Couckuy, Ivo ORCID logoORCID: https://orcid.org/0000-0002-9524-4205; Rojas-Gonzalez, Sebastian ORCID logoORCID: https://orcid.org/0000-0002-5145-872X; Branke, Juergen ORCID logoORCID: https://orcid.org/0000-0002-4343-5878 und Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 (2023): Bayesian Optimization. Genetic and Evolutionary Computation Conference (GECCO), Lisbon, Portugal, 15. - 19. Juli 2023. Silva, Sara (ed.) : In: Proceedings of the Companion Conference on Genetic and Evolutionary Computation, New York: Association for Computing Machinery. pp. 895-912

Dandl, Susanne ORCID logoORCID: https://orcid.org/0000-0003-4324-4163; Casalicchio, Giuseppe ORCID logoORCID: https://orcid.org/0000-0001-5324-5966; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Bothmann, Ludwig ORCID logoORCID: https://orcid.org/0000-0002-1471-6582 (2023): Interpretable Regional Descriptors: Hyperbox-Based Local Explanations. ECML PKDD 2023, Torino, Italy, September 18 -22 2023. Koutra, Danai; Plant, Claudia; Gomez Rodriguez, Manuel; Baralis, Elena und Bonchi, Francesco (eds.) : In: Machine Learning and Knowledge Discovery in Databases : Research Track : European conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023 : proceedings, Vol. 14171 Cham: Springer. pp. 479-495

Deng, Difan; Karl, Florian; Hutter, Frank; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und 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), Grenoble, France, 19 - 23 September 2022. In: Machine Learning and Knowledge Discovery in Databases, Lecture Notes in Computer Science Vol. 13715 Cham: Springer. pp. 664-680

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 ORCID logoORCID: https://orcid.org/0000-0002-6628-3539 und Windmann, Michael (2023): Spatial smoothing revisited: An application to rental data in Munich. In: Statistical Modelling, Vol. 23, No. 5-6: pp. 480-494 [PDF, 1MB]

Feurer, Matthias; Eggensperger, Katharina; Bergman, Edward; Pfisterer, Florian; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Hutter, Frank (2023): Mind the Gap: Measuring Generalization Performance Across Multiple Objectives. 21st International Symposium on Intelligent Data Analysis (IDA), Louvain la Neuve, Belgium, 12.-14.April 2023. Crémilleux, Bruno; Hess, Sibylle und Nijssen, Siegfried (eds.) : In: Advances in Intelligent Data Analysis XXI, Lecture Notes in Computer Science Vol. 13876 Cham: Springer. pp. 130-142

Fritz, Cornelius ORCID logoORCID: https://orcid.org/0000-0002-7781-223X; Mehrl, Marius; Thurner, Paul W. und 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 [PDF, 713kB]

Goschenhofer, Jann; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Kira, Zsolt (2023): ConstraintMatch for Semi-constrained Clustering. International Joint Conference on Neural Networks (IJCNN), Gold Coast, Australia, 18. - 23. Juni 2023. In: IJCNN 2023 conference proceedings2023 International Joint Conference on Neural Networks (IJCNN), Piscataway: IEEE.

Herrmann, Moritz ORCID logoORCID: https://orcid.org/0000-0002-4893-5812; Pfisterer, Florian und Scheipl, Fabian (2023): A geometric framework for outlier detection in high‐dimensional data. In: WIREs Data Mining and Knowledge Discovery, Vol. 13, No. 3 [PDF, 43MB]

Jeblick, Katharina ORCID logoORCID: https://orcid.org/0000-0002-8678-7152; Schachtner, Balthasar; Dexl, Jakob; Mittermeier, Andreas; Stüber, Anna Theresa; Topalis, Johanna; Weber, Tobias ORCID logoORCID: https://orcid.org/0000-0002-5430-2595; Wesp, Philipp; Sabel, Bastian Oliver; Ricke, Jens und Ingrisch, Michael ORCID logoORCID: https://orcid.org/0000-0003-0268-9078 (2023): ChatGPT makes medicine easy to swallow: an exploratory case study on simplified radiology reports. In: European Radiology, Vol. 34: pp. 2817-2825 [PDF, 1MB]

Kauermann, Göran (2023): Buchrezension zu „Angewandte Data Science“ von Lothar Blum (Hrsg.). In: Wirtschaftsinformatik & Management, Vol. 15, No. 6: pp. 431-433 [PDF, 787kB]

Kauermann, Göran und Windmann, Michael ORCID logoORCID: https://orcid.org/0000-0002-6184-4544 (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 [PDF, 419kB]

Khazaei, Yeganeh; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Hoffmann, Sabine ORCID logoORCID: https://orcid.org/0000-0001-6197-8801; Syliqi, Diella und Rehms, Raphael ORCID logoORCID: https://orcid.org/0000-0002-3996-0194 (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, 18900: pp. 1-9 [PDF, 1MB]

Lebmeier, Elisabeth; Aßenmacher, Matthias und Heumann, Christian (17. March 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, Grenoble, 19.9.22 - 23.9.22. pp. 537-552 [PDF, 676B]

Rauch, Lukas; Aßenmacher, Matthias ORCID logoORCID: https://orcid.org/0000-0003-2154-5774; Huseljic, Denis; Wirth, Moritz; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Sick, Bernhard (2023): ActiveGLAE: A Benchmark for Deep Active Learning with Transformers. European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023. Koutra, Danai ORCID logoORCID: https://orcid.org/0000-0002-3206-8179; Plant, Claudia ORCID logoORCID: https://orcid.org/0000-0001-5274-8123; Gomez Rodriguez, Manuel ORCID logoORCID: https://orcid.org/0000-0003-3930-1161; Baralis, Elena ORCID logoORCID: https://orcid.org/0000-0001-9231-467X und Bonchi, Francesco ORCID logoORCID: https://orcid.org/0000-0001-9464-8315 (eds.) : In: Machine Learning and Knowledge Discovery in Databases: Research Track : European Conference, ECML PKDD 2023, Turin, Italy, September 18–22, 2023, Proceedings, Part I, Vol. 14169 Cham: Springer. pp. 55-74

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136 (2023): Pseudo-Label Selection Is a Decision Problem. KI 2023 – 46th German Conference on Artificial Intelligence, Berlin, Germany, September 26–29, 2023. Seipel, Dietmar und Steen, Alexander (eds.) : In: KI 2023: Advances in Artificial Intelligence : 46th German Conference on AI, Berlin, Germany, September 26–29, 2023, Proceedings, Vol. 14236 Springer: Cham. pp. 261-264

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136; Jansen, Christoph ORCID logoORCID: https://orcid.org/0000-0002-5648-4687; Schollmeyer, Georg ORCID logoORCID: https://orcid.org/0000-0002-6199-1886 und Augustin, Thomas ORCID logoORCID: https://orcid.org/0000-0002-1854-6226 (2023): In All Likelihoods. Robust Selection of Pseudo-Labeled Data. 13th International Symposium on Imprecise Probabilities - Theories and Applications (ISIPTA), Oviedo, Spain, 11. - 14. Juli 2023. Miranda, Enrique; Montes, Ignacio; Quaeghebeur, Erik und Vantaggi, Barbara (eds.) : In: International Symposium on Imprecise Probability: Theories and Applications, Proceedings of Machine Learning Research Vol. 215 MLResearchPress. pp. 412-425

Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Baumann, Philipp F. M.; Kneib, Thomas und Hothorn, Torsten (2023): Probabilistic time series forecasts with autoregressive transformation models. In: Statistics and Computing, Vol. 33, No. 2 [PDF, 653kB]

Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Bender, Andreas ORCID logoORCID: https://orcid.org/0000-0001-5628-8611; Wiegrebe, Simon ORCID logoORCID: https://orcid.org/0000-0003-3385-6879; Racek, Daniel ORCID logoORCID: https://orcid.org/0000-0002-9564-7880; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980; Müller, Christian L. ORCID logoORCID: https://orcid.org/0000-0002-3821-7083 und Stachl, Clemens ORCID logoORCID: https://orcid.org/0000-0002-4498-3067 (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), Grenoble, France, 19. - 23. September 2022. Amini, Massih-Reza; Canu, Stéphane; Fischer, Asja; Guns, Tias; Kralj Novak, Petra und Tsoumakas, Grigorios (eds.) : In: Machine Learning and Knowledge Discovery in Databases, Lecture Notes in Computer Science Vol. 13717 Cham: Springer. pp. 20-35

Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Pfisterer, Florian; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und 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 ORCID logoORCID: https://orcid.org/0000-0001-6002-6980; Rezaei, Mina und Binder, Martin (2023): Neural Architecture Search for Genomic Sequence Data. 20th IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB), Eindhoven, Netherlands, 29.-31. August 2023. Nobile, Marco S. und Houghten, Sheridan (eds.) : In: 2023 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), Piscataway, NJ: IEEE. pp. 181-190

Schneider, Lennart ORCID logoORCID: https://orcid.org/0000-0003-4152-5308; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Thomas, Janek ORCID logoORCID: https://orcid.org/0000-0003-4511-6245 (2023): Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models. GECCO '23: Genetic and Evolutionary Computation Conference, Lisbon Portugal, July 15 - 19, 2023. Silva, Sara und Paquete, Luís (eds.) : In: GECCO '23: Proceedings of the Genetic and Evolutionary Computation Conference, New York, NY, United States: Association for Computing Machinery. pp. 538-547 [PDF, 781kB]

Schulze, Patrick; Wiegrebe, Simon ORCID logoORCID: https://orcid.org/0000-0003-3385-6879; Thurner, Paul W.; Heumann, Christian und Aßenmacher, Matthias (2023): A Bayesian approach to modeling topic-metadata relationships. In: AStA Advances in Statistical Analysis [Forthcoming]

Segel, Sarah ORCID logoORCID: https://orcid.org/0009-0005-2966-266X; Graf, Helena ORCID logoORCID: https://orcid.org/0000-0001-9447-0609; Tornede, Alexander ORCID logoORCID: https://orcid.org/0000-0002-2415-2186; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Lindauer, Marius ORCID logoORCID: https://orcid.org/0000-0002-9675-3175 (2023): Symbolic Explanations for Hyperparameter Optimization. International Conference on Automated Machine Learning, Potsdam, Germany, 12-15 November 2023. Faust, Aleksandra; Garnett, Roman; White, Colin; Hutter, Frank und Gardner, Jacob R. (eds.) : In: Proceedings of Machine Learning Research, Vol. 224 Cambridge, MA: JMLR. [PDF, 12MB]

Simson, Jan ORCID logoORCID: https://orcid.org/0000-0002-9406-7761; Pfisterer, Florian ORCID logoORCID: https://orcid.org/0000-0001-8867-762X und Kern, Christoph ORCID logoORCID: https://orcid.org/0000-0001-7363-4299 (2023): Using Multiverse Analysis to Evaluate the Influence of Model Design Decisions on Algorithmic Fairness. 2nd International Conference on Hybrid Human-Artificial Intelligence (HHAI), Munich, Germany, 26. - 30. Juni 2023. Lukowicz, Paul; Mayer, Sven; Koch, Janin; Shawe-Taylor, John und Tiddi, Ilaria (eds.) : In: HHAI 2023: Augmenting Human Intellect, Frontiers in Artificial Intelligence and Applications Vol. 386 Amsterdam ; Berlin ; Washington: IOS Press. pp. 382-384 [PDF, 135kB]

Trinkaus, Oliver und 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 [PDF, 1MB]

Tutz, Gerhard ORCID logoORCID: https://orcid.org/0000-0002-6628-3539 und 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 ORCID logoORCID: https://orcid.org/0000-0001-6002-6980; Günnemann, Stephan und Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202 (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), Turin, Italy, 18.-22. September 2023. In: Machine Learning and Knowledge Discovery in Databases: Research Track, Lecture Notes in Computer Science Vol. 14169 Cham: Springer. pp. 459-474

2022

Abraham, Martin; Collischon, Matthias; Grimm, Veronika; Kreuter, Frauke; Moser, Klaus; Niessen, Cornelia; Schnabel, Claus; Stephan, Gesine; Trappmann, Mark und Wolbring, Tobias (2022): COVID-19, normative attitudes and pluralistic ignorance in employer-employee relationships. In: Journal for Labour Market Research, Vol. 56, No. 1, 19

Alas, Honey Dawn; Stoecker, Almond; Umlauf, Nikolaus; Senaweera, Oshada; Pfeifer, Sascha; Greven, Sonja und 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 und 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. und 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, 877625

Balogh, Aniko; Harman, Anna und 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, 1604974

Beaudry, Gabrielle; Drouin, Olivier; Gravel, Jocelyn; Smyrnova, Anna; Bender, Andreas; Orri, Massimiliano; Geoffroy, Marie-Claude und 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, 17

Beck, Jacob ORCID logoORCID: https://orcid.org/0000-0002-7587-7064; Eckman, Stephanie ORCID logoORCID: https://orcid.org/0000-0002-8577-4085; Chew, Rob ORCID logoORCID: https://orcid.org/0000-0002-6979-1766 und Kreuter, Frauke ORCID logoORCID: https://orcid.org/0000-0002-7339-2645 (2022): Improving Labeling Through Social Science Insights: Results and Research Agenda. 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26 – July 1, 2022. In: HCI International 2022 – Late Breaking Papers: Interacting with eXtended Reality and Artificial Intelligence. 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26 – July 1, 2022, Proceedings, Lecture Notes in Computer Science Vol. 13518 Cham, Switzerland: Springer. pp. 245-261

Beckmann, Joscha und 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 und 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 [PDF, 390kB]

Berger, Ursula ORCID logoORCID: https://orcid.org/0000-0002-9809-4177; Fritz, Cornelius ORCID logoORCID: https://orcid.org/0000-0002-7781-223X und 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 und 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 und 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. und 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, 34

Brandl, Caroline ORCID logoORCID: https://orcid.org/0000-0001-8223-6137; Günther, Felix; Zimmermann, Martina E. ORCID logoORCID: https://orcid.org/0000-0002-6916-4404; Hartmann, Kathrin I.; Eberlein, Gregor; Barth, Teresa; Winkler, Thomas W.; Linkohr, Birgit; Heier, Margit; Peters, Annette ORCID logoORCID: https://orcid.org/0000-0001-6645-0985; Li, Jeany Q. ORCID logoORCID: https://orcid.org/0000-0002-9771-3431; Finger, Robert P.; Helbig, Horst; Weber, Bernhard H. F.; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Mueller, Arthur; Stark, Klaus J. und 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, e000912 [PDF, 2MB]

Brinks, Ralph; Kuechenhoff, Helmut; Timm, Joerg; Kurth, Tobias und 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 17(10), e0276311

Cosgarea, Raluca; Jepsen, Soren; Heumann, Christian; Batori-Andronescu, Ionela; Rosu, Alexandra; Bora, Raluca; Arweiler, Nicole B.; Eick, Sigrun und 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. und 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, 55

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, 104041

Dandl, Susanne; Pfisterer, Florian und Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 (2022): Multi-objective counterfactual fairness. GECCO '22, Genetic and Evolutionary Computation Conference, Boston Massachusetts, July 9 - 13, 2022. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, New York: Association for Computing Machinery. pp. 328-331

De Nicola, Giacomo ORCID logoORCID: https://orcid.org/0000-0003-0558-6912 und 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 [PDF, 621kB]

De Nicola, Giacomo ORCID logoORCID: https://orcid.org/0000-0003-0558-6912; Schneble, Marc; Kauermann, Göran und 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 [PDF, 3MB]

De Nicola, Giacomo; Kauermann, Göran und 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 [PDF, 935kB]

Einarsson, Hafsteinn; Sakshaug, Joseph W.; Cernat, Alexandru; Cornesse, Carina und 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 und 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, 1168

Faisal, Shahla und 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 und Tutz, Gerhard (2022): Nearest neighbor imputation for categorical data by weighting of attributes. In: Information Sciences, Vol. 592: pp. 306-319

Farsani, Zahra Amini und 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 [PDF, 1MB]

Fischer, Kai R.; Solderer, Alex; Arlt, Kristina; Heumann, Christian; Liu, Chun Ching und 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, 56

Fritz, Cornelius ORCID logoORCID: https://orcid.org/0000-0002-7781-223X; De Nicola, Giacomo ORCID logoORCID: https://orcid.org/0000-0003-0558-6912; Rave, Martje; Weigert, Maximilian; Khazaei, Yeganeh; Berger, Ursula ORCID logoORCID: https://orcid.org/0000-0002-9809-4177; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Kauermann, Göran (2022): Statistical modelling of COVID-19 data: Putting generalized additive models to work. In: Statistical Modelling [Forthcoming]

Fritz, Cornelius; Dorigatti, Emilio und Rügamer, David (10. March 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 [PDF, 11MB]

Fritz, Cornelius; Mehrl, Marius; Thurner, Paul W. und 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. und 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 und 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 und 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, 112

Ghada, Wael; Casellas, Enric; Herbinger, Julia; Garcia-Benadi, Albert; Bothmann, Ludwig; Estrella, Nicole; Bech, Joan und Menzel, Annette (2022): Stratiform and Convective Rain Classification Using Machine Learning Models and Micro Rain Radar. In: Remote Sensing, Vol. 14, No. 18, 4563

Gleiser, Patrick; Sakshaug, Joseph W.; Volkert, Marieke; Ellguth, Peter; Kohaut, Susanne und 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 und Ploubidis, George B. (2022): The impact of using the Web in a mixed-mode follow-up of a longitudinal birth cohort study: Evidence from the National Child Development Study. In: Journal of the Royal Statistical Society / Series A (Statistics in Society), Vol. 185, No. 3: pp. 822-850

Gorski, Mathias; Rasheed, Humaira; Teumer, Alexander; Thomas, Laurent F.; Graham, Sarah E.; Sveinbjornsson, Gardar; Winkler, Thomas W.; Guenther, Felix; Stark, Klaus J.; Chai, Jin-Fang; Tayo, Bamidele O.; Wuttke, Matthias; Li, Yong; Tin, Adrienne; Ahluwalia, Tarunveer S.; Arnlov, Johan; Asvold, Bjorn Olav; Bakker, Stephan J. L.; Banas, Bernhard; Bansal, Nisha; Biggs, Mary L.; Biino, Ginevra; Bohnke, Michael; Boerwinkle, Eric; Bottinger, Erwin P.; Brenner, Hermann; Brumpton, Ben; Carroll, Robert J.; Chaker, Layal; Chalmers, John; Chee, Miao-Li; Chee, Miao-Ling; Cheng, Ching-Yu; Chu, Audrey Y.; Ciullo, Marina; Cocca, Massimiliano; Cook, James P.; Coresh, Josef; Cusi, Daniele; de Borst, Martin H.; Degenhardt, Frauke; Eckardt, Kai-Uwe; Endlich, Karlhans; Evans, Michele K.; Feitosa, Mary F.; Franke, Andre; Freitag-Wolf, Sandra; Fuchsberger, Christian; Gampawar, Piyush; Gansevoort, Ron T.; Ghanbari, Mohsen; Ghasemi, Sahar; Giedraitis, Vilmantas; Gieger, Christian; Gudbjartsson, Daniel F.; Hallan, Stein; Hamet, Pavel; Hishida, Asahi; Ho, Kevin; Hofer, Edith; Holleczek, Bernd; Holm, Hilma; Hoppmann, Anselm; Horn, Katrin; Hutri-Kahonen, Nina; Hveem, Kristian; Hwang, Shih-Jen; Ikram, M. Arfan; Josyula, Navya Shilpa; Jung, Bettina; Kahonen, Mika; Karabegovic, Irma; Khor, Chiea-Chuen; Koenig, Wolfgang; Kramer, Holly; Kramer, Bernhard K.; Kuehnel, Brigitte; Kuusisto, Johanna; Laakso, Markku; Lange, Leslie A.; Lehtimaki, Terho; Li, Man; Lieb, Wolfgang; Lind, Lars; Lindgren, Cecilia M.; Loos, Ruth J. F.; Lukas, Mary Ann; Lyytikainen, Leo-Pekka; Mahajan, Anubha; Matias-Garcia, Pamela R.; Meisinger, Christa; Meitinger, Thomas; Melander, Olle; Milaneschi, Yuri; Mishra, Pashupati P.; Mononen, Nina; Morris, Andrew P.; Mychaleckyj, Josyf C.; Nadkarni, Girish N.; Naito, Mariko; Nakatochi, Masahiro; Nalls, Mike A.; Nauck, Matthias; Nikus, Kjell; Ning, Boting; Nolte, Ilja M.; Nutile, Teresa; O'Donoghue, Michelle L.; O'Connell, Jeffrey; Olafsson, Isleifur; Orho-Melander, Marju; Parsa, Afshin; Pendergrass, Sarah A.; Penninx, Brenda W. J. H.; Pirastu, Mario; Preuss, Michael H.; Psaty, Bruce M.; Raffield, Laura M.; Raitakari, Olli T.; Rheinberger, Myriam; Rice, Kenneth M.; Rizzi, Federica; Rosenkranz, Alexander R.; Rossing, Peter; Rotter, Jerome I.; Ruggiero, Daniela; Ryan, Kathleen A.; Sabanayagam, Charumathi; Salvi, Erika; Schmidt, Helena; Schmidt, Reinhold; Scholz, Markus; Schoettker, Ben; Schulz, Christina-Alexandra; Sedaghat, Sanaz; Shaffer, Christian M.; Sieber, Karsten B.; Sim, Xueling; Sims, Mario; Snieder, Harold; Stanzick, Kira J.; Thorsteinsdottir, Unnur; Stocker, Hannah; Strauch, Konstantin; Stringham, Heather M.; Sulem, Patrick; Szymczak, Silke; Taylor, Kent D.; Thio, Chris H. L.; Tremblay, Johanne; Vaccargiu, Simona; Harst, Pim van der; Most, Peter J. van der; Verweij, Niek; Volker, Uwe; Wakai, Kenji; Waldenberger, Melanie; Wallentin, Lars; Wallner, Stefan; Wang, Judy; Waterworth, Dawn M.; White, Harvey D.; Willer, Cristen J.; Wong, Tien-Yin; Woodward, Mark; Yang, Qiong; Yerges-Armstrong, Laura M.; Zimmermann, Martina; Zonderman, Alan B.; Bergler, Tobias; Stefansson, Kari; Boger, Carsten A.; Pattaro, Cristian; Koettgen, Anna; Kronenberg, Florian und Heid, Iris M. (2022): Genetic loci and prioritization of genes for kidney function decline derived from a meta-analysis of 62 longitudinal genome-wide association studies. In: Kidney International, Vol. 102, No. 3: pp. 624-639

Goschenhofer, Jann; Ragupathy, Pranav; Heumann, Christian; Bischl, Bernd und Aßenmacher, Matthias (December 2022): CC-Top: Constrained Clustering for Dynamic Topic Discovery. Proceedings of the The First Workshop on Ever Evolving NLP (EvoNLP), Abu Dhabi, UAE, 7.12.22 - 11.12.22. pp. 26-34 [PDF, 1MB]

Graf, Holger; Port, Henry und Schluechtermann, Georg (2022): Free CIR processes. In: Infinite Dimensional Analysis Quantum Probability and Related Topics, Vol. 25, No. 3, 2250012

Grimm, Christian; Hainzl, Sebastian; Käser, Martin und Küchenhoff, Helmut (2022): Solving three major biases of the ETAS model to improve forecasts of the 2019 Ridgecrest sequence. In: Stochastic Environmental Research and Risk Assessment, Vol. 36, No. 8: pp. 2133-2152 [PDF, 4MB]

Grimm, Christian; Kaeser, Martin; Hainzl, Sebastian; Pagani, Marco und Kuechenhoff, Helmut (2022): Improving Earthquake Doublet Frequency Predictions by Modified Spatial Trigger Kernels in the Epidemic-Type Aftershock Sequence (ETAS) Model. In: Bulletin of the Seismological Society of America, Vol. 112, No. 1: pp. 474-493

Gu, Jianwei; Deffner, Veronika; Kuechenhoff, Helmut; Pickford, Regina; Breitner, Susanne; Schneider, Alexandra; Kowalski, Michal; Peters, Annette; Lutz, Martin; Kerschbaumer, Andreas; Slama, Remy; Morelli, Xavier; Wichmann, Heinz-Erich und Cyrys, Josef (2022): Low emission zones reduced PM10 but not NO2 concentrations in Berlin and Munich, Germany. In: Journal of Environmental Management, Vol. 302, 114048

Guenther, Felix; Einhauser, Sebastian; Peterhoff, David; Wiegrebe, Simon; Niller, Hans Helmut; Beileke, Stephanie; Steininger, Philipp; Burkhardt, Ralph; Kuechenhoff, Helmut; Gefeller, Olaf; Ueberla, Klaus; Heid, Iris M. und Wagner, Ralf (2022): Higher Infection Risk among Health Care Workers and Lower Risk among Smokers Persistent across SARS-CoV-2 Waves-Longitudinal Results from the Population-Based TiKoCo Seroprevalence Study. In: International Journal of Environmental Research and Public Health, Vol. 19, No. 24, 16996

Haensch, Anna-Carolina; Weiß, Bernd; Steins, Patricia; Chyrva, Priscilla und Bitz, Katja (11. August 2022): The semi-automatic classification of an open-ended question on panel survey motivation and its application in attrition analysis. In: Frontiers in Big Data, Vol. 5 [PDF, 748kB]

Haensch, Anna-Carolina ORCID logoORCID: https://orcid.org/0000-0001-6772-0393; Bartlett, Jonathan ORCID logoORCID: https://orcid.org/0000-0001-7117-0195 und Weiß, Bernd ORCID logoORCID: https://orcid.org/0000-0002-1176-8408 (2022): Multiple imputation of partially observed covariates in discrete-time survival analysis. In: Sociological Methods & Research [Forthcoming]

Hartl, Wolfgang H.; Kopper, Philipp; Bender, Andreas; Scheipl, Fabian; Day, Andrew G.; Elke, Gunnar und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2022): Protein intake and outcome of critically ill patients: analysis of a large international database using piece-wise exponential additive mixed models. In: Critical care, Vol. 26, 7 [PDF, 1MB]

Heinzelmann, Nora und Viet, Tran (2022): Extremists are more confident. In: Erkenntnis

Hyun, Sangwon; Mishra, Aditya; Follett, Christopher L.; Jonsson, Bror; Kulk, Gemma; Forget, Gael; Racault, Marie-Fanny; Jackson, Thomas; Dutkiewicz, Stephanie; Müller, Christian L. und Bien, Jacob (2022): Ocean mover's distance: using optimal transport for analysing oceanographic data. In: Proceedings of the Royal Society of London, Series A : Mathematical, Physical and Engineering Sciences, Vol. 478, No. 2262, 20210875

Jansen, C.; Blocher, H.; Augustin, T. und Schollmeyer, G. (2022): Information efficient learning of complexly structured preferences: Elicitation procedures and their application to decision making under uncertainty. In: International Journal of Approximate Reasoning, Vol. 144: pp. 69-91

Kagerl, Christian; Schierholz, Malte und Fitzenberger, Bernd (2022): Later one knows better: the over-reporting of short-time work in firm surveys. In: Journal for Labour Market Research, Vol. 56, No. 1, 7

Karl, Marion ORCID logoORCID: https://orcid.org/0000-0002-0666-4997; Kock, Florian ORCID logoORCID: https://orcid.org/0000-0002-4259-3428; Bauer, Alexander; Ritchie, Brent W. ORCID logoORCID: https://orcid.org/0000-0003-1540-9389 und Assaf, A. George ORCID logoORCID: https://orcid.org/0000-0002-3920-2844 (2022): When the Future is Now: An Experimental Study on the Role of Future Thinking and Affective Forecasting in Accommodation Decision-Making. In: Journal of Travel Research [PDF, 839kB]

Kern, Christoph; Gerdon, Frederic; Bach, Ruben L.; Keusch, Florian und Kreuter, Frauke (2022): Humans versus machines: Who is perceived to decide fairer? Experimental evidence on attitudes toward automated decision-making. In: Patterns, Vol. 3, No. 10, 100591

Keusch, Florian; Bähr, Sebastian; Haas, Georg-Christoph; Kreuter, Frauke; Trappmann, Mark und Eckman, Stephanie (2022): Non-participation in smartphone data collection using research apps. In: Journal of the Royal Statistical Society / Series A (Statistics in Society), Vol. 185, No. SUPPL 2: S225-S245

Kevork, Sevag und Kauermann, Goeran (2022): Bipartite exponential random graph models with nodal random effects. In: Social Networks, Vol. 70: pp. 90-99

Kim, Michael P.; Kern, Christoph; Goldwasser, Shafi; Kreuter, Frauke und Reingold, Omer (2022): Universal adaptability: Target-independent inference that competes with propensity scoring. In: Proceedings of the National Academy of Sciences of the United States of America, Vol. 119, No. 4, e2108097119

Koch, Philipp; Aßenmacher, Matthias und Heumann, Christian (26. May 2022): Pre-trained language models evaluating themselves - A comparative study. Proceedings of the Third Workshop on Insights from Negative Results in NLP, Dublin, 26.05.2022. Dublin, Ireland: Association for Computational Linguistics. pp. 180-187 [PDF, 242kB]

Kupke, Alexandra; Volz, Asisa; Dietzel, Erik; Freudenstein, Astrid; Schmidt, Jörg; Shams-Eldin, Hosam; Jany, Sylvia; Sauerhering, Lucie; Krähling, Verena; Serra, Michelle Gellhorn; Herden, Christiane; Eickmann, Markus; Becker, Stephan und Sutter, Gerd (2022): Protective CD8+ T Cell Response Induced by Modified Vaccinia Virus Ankara Delivering Ebola Virus Nucleoprotein. In: Vaccines, Vol. 10, No. 4, 533

Kuppler, Matthias; Kern, Christoph; Bach, Ruben L. und Kreuter, Frauke (2022): From fair predictions to just decisions? Conceptualizing algorithmic fairness and distributive justice in the context of data-driven decision-making. In: Frontiers in Sociology, Vol. 7, 883999

Kurz, Malte S. und Spanhel, Fabian (2022): Testing the simplifying assumption in high-dimensional vine copulas. In: Electronic Journal of Statistics, Vol. 16, No. 2: pp. 5226-5276

Küchenhoff, Helmut (2022): Handbook of Measurement Error Models. In: Biometrical Journal, Vol. 64, No. 8: pp. 1498-1499

Küfner, Benjamin; Sakshaug, Joseph W. und Zins, Stefan (2022): Analysing establishment survey non-response using administrative data and machine learning. In: Journal of the Royal Statistical Society / Series A (Statistics in Society), Vol. 185, No. SUPPL 2: S310-S342

Küfner, Benjamin; Sakshaug, Joseph W. und Zins, Stefan (2022): Establishment survey participation during the COVID-19 pandemic. In: Journal for Labour Market Research, Vol. 56, No. 1, 18

Laugisch, Oliver; Auschill, Thorsten M.; Heumann, Christian; Sculean, Anton und Arweiler, Nicole B. (2022): Clinical Evaluation of a New Electronic Periodontal Probe: A Randomized Controlled Clinical Trial. In: Diagnostics, Vol. 12, No. 1, 42

Lawes, Mario; Hetschko, Clemens; Sakshaug, Joseph W. und Grießemer, Stephan (2022): Contact Modes and Participation in App-Based Smartphone Surveys: Evidence From a Large-Scale Experiment. In: Social Science Computer Review, Vol. 40, No. 5: pp. 1076-1092

Li, Linwei; Matt, Paul-Amaury und Heumann, Christian (2022): Optimal liquidation of foreign currencies when FX rates follow a generalised Ornstein-Uhlenbeck process. In: Applied Intelligence, Vol. 53, No. 2: pp. 1391-1404

Liew, Bernard X. W.; Kovacs, Francisco M.; Rügamer, David und Royuela, Ana (2022): Machine learning versus logistic regression for prognostic modelling in individuals with non-specific neck pain. In: European Spine Journal, Vol. 31, No. 8: pp. 2082-2091

Lotto, Katrin; Nagler, Thomas und Radic, Mladjan (2022): Modeling Stochastic Data Using Copulas for Applications in the Validation of Autonomous Driving. In: Electronics, Vol. 11, No. 24, 4154

Mackeben, Jan und Sakshaug, Joseph W. (2022): Introducing Web in a Telephone Employee Survey: Effects on Nonresponse and Costs. In: Journal of Survey Statistics and Methodology, Vol. 11, No. 5: pp. 1054-1088

Maddu, Suryanarayana; Sturm, Dominik; Müller, Christian L. und Sbalzarini, Ivo F. (2022): Inverse Dirichlet weighting enables reliable training of physics informed neural networks. In: Machine Learning: Science and Technology, Vol. 3, No. 1, 15026

Mauerer, Ingrid und Tutz, Gerhard (2022): Heterogeneity in general multinomial choice models. In: Statistical Methods and Applications, Vol. 32, No. 1: pp. 129-148

Michaelis, Mary; Hirsiger, Constanze; Roux, Dominique; Schmidlin, Patrick Roger; Attin, Thomas; Domejean, Sophie; Hirsch, Christian; Heumann, Christian; Schaller, Hans-Günter und Gernhardt, Christian Ralf (2022): Impact of Pro-Argin on the Oral Health-Related Quality of Life: A 24-Week Randomized, Parallel-Group, Multicenter Study. In: Applied Sciences, Vol. 12, No. 9, 4431

Mischkulnig, Mario; Kiesel, Barbara; Rötzer-Pejrimovsky, Thomas; Borkovec, Martin; Lang, Alexandra; Millesi, Matthias; Wadiura, Lisa I. I.; Hervey-Jumper, Shawn; Penninger, Josef M. M.; Berger, Mitchel S. S.; Widhalm, Georg und Erhart, Friedrich (2022): The impact of heme biosynthesis regulation on glioma aggressiveness: Correlations with diagnostic molecular markers. In: Frontiers in Molecular Neuroscience, Vol. 15, 928355

Mishra, Aditya K. und Mueller, Christian L. (2022): Negative binomial factor regression with application to microbiome data analysis. In: Statistics in Medicine, Vol. 41, No. 15: pp. 2786-2803

Mittermeier, Magdalena ORCID logoORCID: https://orcid.org/0000-0002-8668-281X; Weigert, Maximilian ORCID logoORCID: https://orcid.org/0000-0003-4400-134X; Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Ludwig, Ralf ORCID logoORCID: https://orcid.org/0000-0002-4225-4098 (2022): A deep learning based classification of atmospheric circulation types over Europe: projection of future changes in a CMIP6 large ensemble. In: Environmental Research Letters, Vol. 17, No. 8, 084021 [PDF, 9MB]

Moosbauer, Julia; Binder, Martin; Schneider, Lennart; Pfisterer, Florian; Becker, Marc; Lang, Michel; Kotthoff, Lars und Bischl, Bernd (2022): Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers. In: IEEE Transactions on Evolutionary Computation (T-Evc), Vol. 26, No. 6: pp. 1336-1350

Olbrich, Lukas; Kosyakova, Yuliya und Sakshaug, Joseph W. (2022): The reliability of adult self-reported height: The role of interviewers. In: Economics & Human Biology, Vol. 45, 101118

Peng, Cheng; Kim, Young Shin und Mittnik, Stefan (2022): Portfolio Optimization on Multivariate Regime-Switching GARCH Model with Normal Tempered Stable Innovation. In: Journal of Risk and Financial Management, Vol. 15, No. 5, 230

Radermacher, Walter J. (2022): Comment on: On the role of data, statistics and decisions in a pandemic statistics for climate protection and health-dare (more) progress! In: Asta-Advances in Statistical Analysis, Vol. 106, No. 3: pp. 391-397 [PDF, 596kB]

Ramjith, Jordache; Bender, Andreas; Roes, Kit C. B. und Jonker, Marianne A. (2022): Recurrent events analysis with piece-wise exponential additive mixed models. In: Statistical Modelling

Rath, Katharina ORCID logoORCID: https://orcid.org/0000-0002-4962-5656; Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980; Toussaint, Udo von; Rea, Cristina ORCID logoORCID: https://orcid.org/0000-0002-9948-2649; Maris, Andrew; Granetz, Robert und Albert, Christopher G. ORCID logoORCID: https://orcid.org/0000-0003-4773-416X (2022): Data augmentation for disruption prediction via robust surrogate models. In: Journal of Plasma Physics, Vol. 88, No. 5: pp. 1-23 [PDF, 1MB]

Rathe, Florian; Junker, Rüdiger; Heumann, Christian; Blumenroehr, Julia; Auschill, Thorsten; Arweilei, Nicole und Schlee, Markus (2022): Long-term effects of titanium-base abutments on peri-implant health: A 5-year randomized controlled trial. In: Implantologie, Vol. 30, No. 4: pp. 403-416

Rodemann, Julian ORCID logoORCID: https://orcid.org/0000-0001-6112-4136 und Augustin, Thomas (2022): Accounting for Gaussian Process Imprecision in Bayesian Optimization. 9th international symposium, IUKM 2022, Ishikawa, Japan, March 18-19, 2022. Honda, Katsuhiro (ed.) : In: Integrated Uncertainty in Knowledge Modelling and Decision Making, Lecture Notes in Computer Science Vol. 13199 Cham: Springer. pp. 92-104

Sakshaug, Joseph W.; Cernat, Alexandru; Silverwood, Richard J.; Ploubidis, George B. und Calderwood, Lisa (2022): Measurement Equivalence in Sequential Mixed-Mode Surveys. In: Survey Research Methods, Vol. 16, No. 1: pp. 29-43

Schalk, Daniel; Bischl, Bernd und Ruegamer, David (2022): Accelerated Componentwise Gradient Boosting Using Efficient Data Representation and Momentum-Based Optimization. In: Journal of Computational and Graphical Statistics, Vol. 32, No. 2: pp. 631-641

Schauberger, Gunther und Tutz, Gerhard (2022): Multivariate ordinal random effects models including subject and group specific response style effects. In: Statistical Modelling, Vol. 22, No. 5, 1471082X20978034: pp. 409-429

Schneble, Marc und Kauermann, Goeran (2022): Intensity Estimation on Geometric Networks with Penalized Splines. In: Annals of Applied Statistics, Vol. 16, No. 2: pp. 843-865

Schneider, Lennart; Pfisterer, Florian; Thomas, Janek und Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 (2022): A collection of quality diversity optimization problems derived from hyperparameter optimization of machine learning models. GECCO '22: Genetic and Evolutionary Computation Conference, Boston Massachusetts (hybrid), July 9-13, 2022. In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Association of Computing Machinery: New York. pp. 2136-2142

Schneider, Lennart ORCID logoORCID: https://orcid.org/0000-0003-4152-5308; Schäpermeier, Lennart ORCID logoORCID: https://orcid.org/0000-0003-3929-7465; Prager, Raphael Patrick ORCID logoORCID: https://orcid.org/0000-0003-1237-4248; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980; Trautmann, Heike ORCID logoORCID: https://orcid.org/0000-0002-9788-8282 und Kerschke, Pascal ORCID logoORCID: https://orcid.org/0000-0003-2862-1418 (2022): HPO X ELA: Investigating Hyperparameter Optimization Landscapes by Means of Exploratory Landscape Analysis. PPSN XVII. 17th International Conference, PPSN 2022, Dortmund, Germany, September 10–14, 2022. In: Parallel Problem Solving from Nature – PPSN XVII. 17th International Conference, PPSN 2022, Dortmund, Germany, September 10–14, 2022, Proceedings, Part I, Lecture Notes in Computer Science Vol. 13398 Cham, Switzerland: Springer. pp. 575-589

Schneider, Lennart; Strobl, Carolin; Zeileis, Achim und Debelak, Rudolf (2022): An R toolbox for score-based measurement invariance tests in IRT models. In: Behavior Research Methods, Vol. 54, No. 5: pp. 2101-2113

Schwanhaeuser, Silvia; Sakshaug, Joseph W. und Kosyakova, Yuliya (2022): How to Catch a Falsifier Comparison of Statistical Detection Methods for Interviewer Falsification. In: Public Opinion Quarterly, Vol. 86, No. 1: pp. 51-81

Seibold, Heidi; Czerny, Severin; Decke, Siona; Dieterle, Roman; Eder, Thomas; Fohr, Steffen; Hahn, Nico; Hartmann, Rabea; Heindl, Christoph; Kopper, Philipp; Lepke, Dario; Loidl, Verena; Mandl, Maximilian; Musiol, Sarah; Peter, Jessica; Piehler, Alexander; Rojas, Elio; Schmid, Stefanie; Schmidt, Hannah; Schmoll, Melissa; Schneider, Lennart; To, Xiao-Yin; Tran, Viet; Völker, Antje; Wagner, Moritz; Wagner, Joshua; Waize, Maria; Wecker, Hannah; Yang, Rui; Zellner, Simone und Nalenz, Malte (2022): Correction: A computational reproducibility study of PLOS ONE articles featuring longitudinal data analyses.
In: PLOS ONE 16(6), e0269047 [PDF, 166kB]

Sonabend, Raphael; Bender, Andreas und Vollmer, Sebastian (2022): Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures. In: Bioinformatics, Vol. 38, No. 17, btac451: pp. 4178-4184

Striegel, Christoph; Biehler, Jonas; Wall, Wolfgang A. und Kauermann, Goeran (2022): A Multifidelity Function-on-Function Model Applied to an Abdominal Aortic Aneurysm. In: Technometrics, Vol. 64, No. 3: pp. 279-290

Thalmeier, Dominik; Miller, Gregor; Schneltzer, Elida; Hurt, Anja; Becker, Lore; Mueller, Christian L.; Maier, Holger und DeAngelis, Martin Hrabe (2022): Objective hearing threshold identification from auditory brainstem response measurements using supervised and self-supervised approaches. In: BMC Neuroscience, Vol. 23, No. 1, 81

Tutz, Gerhard (2022): Flexible Item Response Models for Count Data: The Count Thresholds Model. In: Applied Psychological Measurement, Vol. 46, No. 8: pp. 643-661

Tutz, Gerhard (2022): Probability and non-probability samples: Improving regression modeling by using data from different sources. In: Information Sciences, Vol. 621: pp. 424-436

Tutz, Gerhard (2022): Item Response Thresholds Models: A General Class of Models for Varying Types of Items. In: Psychometrika, Vol. 87, No. 4: pp. 1238-1269 [PDF, 1MB]

Tutz, Gerhard und Berger, Moritz (2022): Sparser Ordinal Regression Models Based on Parametric and Additive Location-Shift Approaches. In: International Statistical Review, Vol. 90, No. 2: pp. 306-327

Weber, Tobias ORCID logoORCID: https://orcid.org/0000-0002-5430-2595; Ingrisch, Michael ORCID logoORCID: https://orcid.org/0000-0003-0268-9078; Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 und Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202 (2022): Implicit Embeddings via GAN Inversion for High Resolution Chest Radiographs. MICCAI Workshop on Medical Applications with Disentanglements, Singapore, 18. - 22. September 2022. Fragemann, Jana; Li, Jianning; Liu, Xiao und Tsaftar, Sotirios A. (eds.) : In: Medical Applications with Disentanglements, Cham: Springer. pp. 22-32 [PDF, 9MB]

Weigert, Maximilian; Bauer, Alexander; Gernert, Johanna; Karl, Marion; Nalmpatian, Asmik; Kuechenhoff, Helmut und Schmude, Jürgen (2022): Semiparametric APC analysis of destination choice patterns: Using generalized additive models to quantify the impact of age, period, and cohort on travel distances. In: Tourism Economics, Vol. 28, No. 5: pp. 1377-1400

Winkler, Thomas W.; Rasheed, Humaira; Teumer, Alexander; Gorski, Mathias; Rowan, Bryce X.; Stanzick, Kira J.; Thomas, Laurent F.; Tin, Adrienne; Hoppmann, Anselm; Chu, Audrey Y.; Tayo, Bamidele; Thio, Chris H. L.; Cusi, Daniele; Chai, Jin-Fang; Sieber, Karsten B.; Horn, Katrin; Li, Man; Scholz, Markus; Cocca, Massimiliano; Wuttke, Matthias; Most, Peter J. van der; Yang, Qiong; Ghasemi, Sahar; Nutile, Teresa; Li, Yong; Pontali, Giulia; Guenther, Felix; Dehghan, Abbas; Correa, Adolfo; Parsa, Afshin; Feresin, Agnese; de Vries, Aiko P. J.; Zonderman, Alan B.; Smith, Albert; Oldehinkel, Albertine J.; De Grandi, Alessandro; Rosenkranz, Alexander R.; Franke, Andre; Teren, Andrej; Metspalu, Andres; Hicks, Andrew A.; Morris, Andrew P.; Toenjes, Anke; Morgan, Anna; Podgornaia, Anna I.; Peters, Annette; Koerner, Antje; Mahajan, Anubha; Campbell, Archie; Freedman, Barry I.; Spedicati, Beatrice; Ponte, Belen; Schoettker, Ben; Brumpton, Ben; Banas, Bernhard; Kraemer, Bernhard K.; Jung, Bettina; Asvold, Bjorn Olav; Smith, Blair H.; Ning, Boting; Penninx, Brenda W. J. H.; Vanderwerff, Brett R.; Psaty, Bruce M.; Kammerer, Candace M.; Langefeld, Carl D.; Hayward, Caroline; Spracklen, Cassandra N.; Robinson-Cohen, Cassianne; Hartman, Catharina A.; Lindgren, Cecilia M.; Wang, Chaolong; Sabanayagam, Charumathi; Heng, Chew-Kiat; Lanzani, Chiara; Khor, Chiea-Chuen; Cheng, Ching-Yu; Fuchsberger, Christian; Gieger, Christian; Shaffer, Christian M.; Schulz, Christina-Alexandra; Willer, Cristen J.; Chasman, Daniel I.; Gudbjartsson, Daniel F.; Ruggiero, Daniela; Toniolo, Daniela; Czamara, Darina; Porteous, David J.; Waterworth, Dawn M.; Mascalzoni, Deborah; Mook-Kanamori, Dennis O.; Reilly, Dermot F.; Daw, E. Warwick; Hofer, Edith; Boerwinkle, Eric; Salvi, Erika; Bottinger, Erwin P.; Tai, E-Shyong; Catamo, Eulalia; Rizzi, Federica; Guo, Feng; Rivadeneira, Fernando; Guilianini, Franco; Sveinbjornsson, Gardar; Ehret, Georg; Waeber, Gerard; Biino, Ginevra; Girotto, Giorgia; Pistis, Giorgio; Nadkarni, Girish N.; Delgado, Graciela E.; Montgomery, Grant W.; Snieder, Harold; Campbell, Harry; White, Harvey D.; Gao, He; Stringham, Heather M.; Schmidt, Helena; Li, Hengtong; Brenner, Hermann; Holm, Hilma; Kirsten, Holgen; Kramer, Holly; Rudan, Igor; Nolte, Ilja M.; Tzoulaki, Ioanna; Olafsson, Isleifur; Martins, Jade; Cook, James P.; Wilson, James F.; Halbritter, Jan; Felix, Janine F.; Divers, Jasmin; Kooner, Jaspal S.; Lee, Jeannette Jen-Mai; O'Connell, Jeffrey; Rotter, Jerome; Liu, Jianjun; Xu, Jie; Thiery, Joachim; Arnlov, Johan; Kuusisto, Johanna; Jakobsdottir, Johanna; Tremblay, Johanne; Chambers, John C.; Whitfield, John B.; Gaziano, John M.; Marten, Jonathan; Coresh, Josef; Jonas, Jost B.; Mychaleckyj, Josyf C.; Christensen, Kaare; Eckardt, Kai-Uwe; Mohlke, Karen L.; Endlich, Karlhans; Dittrich, Katalin; Ryan, Kathleen A.; Rice, Kenneth M.; Taylor, Kent D.; Ho, Kevin; Nikus, Kjell; Matsuda, Koichi; Strauch, Konstantin; Miliku, Kozeta; Hveem, Kristian; Lind, Lars; Wallentin, Lars; Yerges-Armstrong, Laura M.; Raffield, Laura M.; Phillips, Lawrence S.; Launer, Lenore J.; Lyytikainen, Leo-Pekka; Lange, Leslie A.; Citterio, Lorena; Klaric, Lucija; Ikram, M. Arfan; Ising, Marcus; Kleber, Marcus E.; Francescatto, Margherita; Concas, Maria Pina; Ciullo, Marina; Piratsu, Mario; Orho-Melander, Marju; Laakso, Markku; Loeffler, Markus; Perola, Markus; de Borst, Martin H.; Gogele, Martin; La Bianca, Martina; Lukas, Mary Ann; Feitosa, Mary F.; Biggs, Mary L.; Wojczynski, Mary K.; Kavousi, Maryam; Kanai, Masahiro; Akiyama, Masato; Yasuda, Masayuki; Nauck, Matthias; Waldenberger, Melanie; Chee, Miao-Li; Chee, Miao-Ling; Boehnke, Michael; Preuss, Michael H.; Stumvoll, Michael; Province, Michael A.; Evans, Michele K.; O'Donoghue, Michelle L.; Kubo, Michiaki; Kahonen, Mika; Kastarinen, Mika; Nalls, Mike A.; Kuokkanen, Mikko; Ghanbari, Mohsen; Bochud, Murielle; Josyula, Navya Shilpa; Martin, Nicholas G.; Tan, Nicholas Y. 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 und 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, 580

Wippert, Pia-Maria; Puerto Valencia, Laura und Driesslein, David (2022): Stress and Pain. Predictive (Neuro)Pattern Identification for Chronic Back Pain: A Longitudinal Observational Study. In: Frontiers in Medicine, Vol. 9, 828954

Zausinger, Pia; Schneider, Barbara M.; Bauer, Alexander; Erhard, Michael H. und 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

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 und Wagenmakers, Eric-Jan (2021): Science Forum: Consensus-based guidance for conducting and reporting multi-analyst studies. In: eLife, Vol. 10, e72185 [PDF, 479kB]

Ali, Mehboob und 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 und 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 und 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, e2111455118

Aßenmacher, Matthias; Corvonato, Alessandra und Heumann, Christian (June 2021): Re-Evaluating GermEval17 Using German Pre-Trained Language Models. Proceedings of the Swiss Text Analytics Conference 2021, Winterthur, Switzerland (Online), 14.06.2021. [PDF, 427kB]

Aßenmacher, Matthias; Schulze, Patrick und Heumann, Christian (6. September 2021): Benchmarking down-scaled (not so large) pre-trained language models. Proceedings of the 17th Conference on Natural Language Processing (KONVENS 2021), Düsseldorf, Germany, 6. - 9. September. Düsseldorf, Germany: KONVENS 2021 Organizers. pp. 14-27 [PDF, 308kB]

Baccelli, Jean; Schollmeyer, Georg und 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 und 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, 2099

Bauer, Paul C.; Gerdon, Frederic; Keusch, Florian; Kreuter, Frauke und 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 und 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. ORCID logoORCID: https://orcid.org/0000-0001-8066-1615; Hothorn, Torsten ORCID logoORCID: https://orcid.org/0000-0001-8301-0471 und Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202 (2021): Deep Conditional Transformation Models. In: Oliver, Nuria; Pérez-Cruz, Fernando; Kramer, Stefan; Read, Jesse und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0001-5628-8611; Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Scheipl, Fabian ORCID logoORCID: https://orcid.org/0000-0001-8172-3603 und Bischl, Bernd ORCID logoORCID: https://orcid.org/0000-0001-6002-6980 (2021): A General Machine Learning Framework for Survival Analysis. In: Hutter, Frank; Kersting, Kristian; Lijffijt, Jefrey und 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 und 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 und 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 und Mueller, Christian L. (2021): Tree-aggregated predictive modeling of microbiome data. In: Scientific Reports, Vol. 11, 14505 [PDF, 5MB]

Binder, Martin; Pfisterer, Florian; Lang, Michel; Schneider, Lennart; Kotthoff, Lars und Bischl, Bernd (2021): mlr3pipelines-Flexible Machine Learning Pipelines in R. In: Journal of Machine Learning Research, Vol. 22

Borgards, Oliver und 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. und 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, 101966

Buettner, M.; Ostner, J.; Mueller, C. L.; Theis, F. J. und Schubert, B. (2021): scCODA is a Bayesian model for compositional single-cell data analysis. In: Nature Communications, Vol. 12, No. 1, 6876 [PDF, 1MB]

Cernat, Alexandru und Sakshaug, Joseph W. (2021): Interviewer Effects in Biosocial Survey Measurements. In: Field Methods, Vol. 33, No. 3, 1525822X21997231: pp. 236-252

Cernat, Alexandru und 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 und Berger, Ursula (2021): Statistik motivieren durch Fallbeispiele: Ein innovatives E-Learning-Projekt. In: Frey, Dieter und Uemminghaus, Monika (eds.) : Innovative Lehre an der Hochschule. Berlin, Heidelberg: Springer. pp. 157-158 [PDF, 1MB]

Colombi, Roberto; Giordano, Sabrina und 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, 1076998621992554: pp. 682-716

De Nicola, Giacomo; Sischka, Benjamin und Kauermann, Göran (2021): Mixture models and networks: The stochastic blockmodel. In: Statistical Modelling, Vol. 22, No. 1-2, 1471082X211033169: 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 und Wagner, Ralf (2021): Spectrum Bias and Individual Strengths of SARS-CoV-2 Serological Tests-A Population-Based Evaluation. In: Diagnostics, Vol. 11, No. 10, 1843

Erk, Alexander; Trenner, Matthias; Salvermoser, Michael; Reutersberg, Benedikt; Schmid, Volker; Eckstein, Hans-Henning und 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 und Tutz, Gerhard (2021): Multiple imputation using nearest neighbor methods. In: Information Sciences, Vol. 570: pp. 500-516

Farsani, Zahra Amini und 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 und 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 und Mittnik, Stefan (2021): Quanto Pricing beyond Black-Scholes. In: Journal of Risk and Financial Management, Vol. 14, No. 3, 136

Fischer, Kai R.; Büchel, Jasmin; Kauffmann, Frederic; Heumann, Christian; Friedmann, Anton und 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 ORCID logoORCID: https://orcid.org/0000-0002-7781-223X und 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 [PDF, 1MB]

Fritz, Cornelius; Thurner, Paul W. und 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 [PDF, 1MB]

Galesic, Mirta; de Bruin, Wandi Bruine; Dalege, Jonas; Feld, Scott L.; Kreuter, Frauke; Olsson, Henrik; Prelec, Drazen; Stein, Daniel L. und 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 und 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, 9167

Goschenhofer, Jann; Hvingelby, Rasmus; Rügamer, David ORCID logoORCID: https://orcid.org/0000-0002-8772-9202; Thomas, Janek; Wagner, Moritz und Bischl, Bernd (2021): Deep Semi-supervised Learning for Time Series Classification. 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), Pasadena, CA, USA, 13-16 December 2021. In: 2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA), New York: IEEE. pp. 422-428

Herrmann, Moritz; Probst, Philipp; Hornung, Roman; Jurinovic, Vindi und Boulesteix, Anne-Laure (2021): Large-scale benchmark study of survival prediction methods using multi-omics data. In: Briefings in Bioinformatics, Vol. 22, No. 3, bbaa167

Herrmann, Moritz ORCID logoORCID: https://orcid.org/0000-0002-4893-5812 und Scheipl, Fabian ORCID logoORCID: https://orcid.org/0000-0001-8172-3603 (2021): A Geometric Perspective on Functional Outlier Detection. In: Stats, Vol. 4, No. 4: pp. 971-1011 [PDF, 6MB]

Hoffmann, Sabine; Schönbrodt, Felix D. ORCID logoORCID: https://orcid.org/0000-0002-8282-3910; Elsas, Ralf; Wilson, Rory; Strasser, Ulrich und Boulesteix, Anne-Laure (2021): The multiplicity of analysis strategies jeopardizes replicability: lessons learned across disciplines. In: Royal Society Open Science, Vol. 8, No. 4 [PDF, 936kB]

Hoyer, Annika (2021): Modern data science with R. In: Biometrical Journal, Vol. 63, No. 8: pp. 1748-1749

Hoyer, Annika und 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: 555-

Johnson, Renee M.; Crifasi, Cassandra; Goodell, Erin M. Anderson; Wisniowski, Arkadiusz; Sakshaug, Joseph W.; Thrul, Johannes und 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, e048094

Kevork, S. und 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 ORCID logoORCID: https://orcid.org/0000-0001-6324-4713 und 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. ORCID logoORCID: https://orcid.org/0000-0001-7741-682X; 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 und Ilie, Raluca (2021): Prediction of Soft Proton Intensities in the Near-Earth Space Using Machine Learning. In: Astrophysical Journal, Vol. 921, No. 1, 76

Küchenhoff, Helmut; Günther, Felix; Höhle, Michael und 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, e68

Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Günther, Felix; Höhle, Michael und 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, e68 [PDF, 491kB]

Küfner, Benjamin; Sakshaug, Joseph W. und 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. und 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 und Aßenmacher, Matthias (1. March 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 und Evans, David W. (2021): A novel metric of reliability in pressure pain threshold measurement. In: Scientific Reports, Vol. 11, No. 1, 6944

Liu, Chun Ching; Solderer, Alex; Heumann, Christian; Attin, Thomas und 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, 103812

Maddu, Suryanarayana; Cheeseman, Bevan L.; Mueller, Christian L. und Sbalzarini, Ivo F. (2021): Learning physically consistent differential equation models from data using group sparsity. In: Physical Review E, Vol. 103, No. 4, 42310

Meidinger, Maximilian und Aßenmacher, Matthias (6. February 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,, Vienna, Austria (Online), 06.02.2021. SciTePress. pp. 866-873 [PDF, 371kB]

Nejati, Ameneh; Soudjani, Sadegh und 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 ORCID logoORCID: https://orcid.org/0000-0002-9137-5785; Wu, Steven und Dwork, Cynthia (2021): Private Post-GAN Boosting. International Conference on Learning Representations, Vienna, May 3-7, 2021. [PDF, 969kB]

Nji, Akindeh M.; Ali, Innocent M.; Niba, Peter Thelma Ngwa; Marie-Solange, Evehe; Heumann, Christian; Fröschl, Günter und 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, 1106

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 und 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 und Müller, Christian L. ORCID logoORCID: https://orcid.org/0000-0002-3821-7083 (7. December 2021): tascCODA: Bayesian Tree-Aggregated Analysis of Compositional Amplicon and Single-Cell Data. In: Frontiers in Genetics, Vol. 12, 766405 [PDF, 4MB]

Pan, Liming; Shang, Hui-Juan; Li, Peiyan; Dai, Haixing; Wang, Wei und Tian, Lixin (2021): Predicting hyperlinks via hypernetwork loop structure. In: Epl, Vol. 135, No. 4, 48005

Puerto Valencia, Laura; Arampatzis, Diamantes; Beck, Heidrun; Dreinhoefer, Karsten; Driesslein, David; Mau, Wilfried; Zimmer, Julia-Marie; Schaefer, Michael; Steinfeldt, Friedemann und 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, 932

Python, Andre; Bender, Andreas; Blangiardo, Marta; Illian, Janine B.; Lin, Ying; Liu, Baoli; Lucas, Tim C. D.; Tan, Siwei; Wen, Yingying; Svanidze, Davit und 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 und Lucas, Tim C. D. (2021): Predicting non-state terrorism worldwide. In: Science Advances, Vol. 7, No. 31, eabg4778

Rath, Katharina; Albert, Christopher G.; Bischl, Bernd und Toussaint, Udo von (2021): Symplectic Gaussian process regression of maps in Hamiltonian systems. In: Chaos, Vol. 31, No. 5, 53121

Razzak, Humera und 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. und Greven, Sonja (2021): Selective inference for additive and linear mixed models. In: Computational Statistics & Data Analysis, Vol. 167, 107350

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 und 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, e2111454118

Schiergens, Tobias S.; Drefs, Moritz; Dörsch, Maximilian; Kühn, Florian; Albertsmeier, Markus; Niess, Hanno; Schoenberg, Markus B.; Aßenmacher, Matthias; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Thasler, Wolfgang E.; Guba, Markus O.; Angele, Martin K.; Rentsch, Markus; Werner, Jens und Andrassy, Joachim (2021): Prognostic Impact of Pedicle Clamping during Liver Resection for Colorectal Metastases. In: Cancers, Vol. 13, No. 1 [PDF, 1MB]

Schratz, Patrick; Muenchow, Jannes; Iturritxa, Eugenia; Cortes, Jose; Bischl, Bernd und 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, 4832

Schwaferts, Christian; Schwaferts, Patrick; Esch, Elisabeth von der; Elsner, Martin und 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 ORCID logoORCID: https://orcid.org/0000-0002-8960-9642; 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 ORCID logoORCID: https://orcid.org/0000-0003-0472-6848; Peter, Jessica; Piehler, Alexander; Rojas, Elio; Schmid, Stefanie; Schmidt, Hannah; Schmoll, Melissa; Schneider, Lennart ORCID logoORCID: https://orcid.org/0000-0003-4152-5308; To, Xiao-Yin; Tran, Viet; Völker, Antje; Wagner, Moritz; Wagner, Joshua; Waize, Maria; Wecker, Hannah; Yang, Rui; Zellner, Simone und Nalenz, Malte (2021): A computational reproducibility study of PLOS ONE articles featuring longitudinal data analyses.
In: PLOS ONE 17(5), e0251194 [PDF, 614kB]

Sischka, Benjamin und 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 und 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 und 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 und 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 und 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 und 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, 38

Toennies, Thaddaus; Heidemann, Christin; Paprott, Rebecca; Seidel-Jacobs, Esther; Scheidt-Nave, Christa; Brinks, Ralph und 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, e001813

Tonnies, Thaddaus; Hoyer, Annika und 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, e1545

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 [PDF, 1MB]

Tutz, Gerhard und Berger, Moritz (2021): Tree-structured scale effects in binary and ordinal regression. In: Statistics and Computing, Vol. 31, No. 2, 17

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 und 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, 1118

Wang, Xiuye ORCID logoORCID: https://orcid.org/0000-0002-7756-3974; Liu, Liang ORCID logoORCID: https://orcid.org/0000-0002-9655-204X; Whisnant, Adam W. ORCID logoORCID: https://orcid.org/0000-0003-2039-2809; Hennig, Thomas ORCID logoORCID: https://orcid.org/0000-0002-7788-1681; Djakovic, Lara ORCID logoORCID: https://orcid.org/0000-0002-9368-9403; Haque, Nabila ORCID logoORCID: https://orcid.org/0000-0003-3436-573X; Bach, Cindy ORCID logoORCID: https://orcid.org/0000-0003-4727-4255; Sandri-Goldin, Rozanne M.; Erhard, Florian ORCID logoORCID: https://orcid.org/0000-0002-3574-6983; Friedel, Caroline C. ORCID logoORCID: https://orcid.org/0000-0003-3569-4877; Dölken, Lars ORCID logoORCID: https://orcid.org/0000-0002-4651-3544 und Shi, Yongsheng ORCID logoORCID: https://orcid.org/0000-0003-2967-1230 (2021): Mechanism and consequences of herpes simplex virus 1-mediated regulation of host mRNA alternative polyadenylation.
In: PLOS Genetics 17(3), e1009263 [PDF, 3MB]

Wippert, Pia-Maria; Niederer, Daniel; Driesslein, David; Beck, Heidrun; Banzer, Winfried; Schneider, Christian; Schiltenwolf, Marcus und Mayer, Frank (29. July 2021): Psychosocial Moderators and Mediators of Sensorimotor Exercise in Low Back Pain: A Randomized Multicenter Controlled Trial. In: Frontiers in Psychiatry, Vol. 12, 629474 [PDF, 2MB]

Yoon, Grace; Mueller, Christian L. und 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 und Heumann, Christian (2021): Multiple imputation with compatibility for high-dimensional data.
In: PloS one 16(7), e0254112 [PDF, 976kB]

Zapf, Antonia; Albert, Christian; Fromke, Cornelia; Haase, Michael; Hoyer, Annika; Jones, Hayley E. und 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

2020

Albert, Christopher G. und Rath, Katharina (2020): Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources. In: Entropy, Vol. 22, No. 2, 152

Arweiler, Nicole B.; Auschill, Thorsten M.; Heumann, Christian; Hellwig, Elmar und 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, 803

Aßenmacher, Matthias und Heumann, Christian (25. June 2020): On the comparability of pre-trained language models. 5th SwissText & 16th KONVENS Joint Conference, Zurich, Switzerland (Online), 25.06.2020. Ebling, Sarah; Tuggener, Don; Hürlimann, Manuela; Cieliebak, Mark und Volk, Martin (eds.) : In: Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS), Zurich, Switzerland (Online): School of Engineering. [PDF, 381kB]

Bauer, Alexander; Bender, Andreas; Klima, Andre und 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 und Müller, Ralf S. (2020): Food antigen-specific IgE in dogs with suspected food hypersensitivity. In: Tieraerztliche Praxis Ausgabe Kleintiere Heimtiere, Vol. 48, No. 06: pp. 395-402

Binder, Martin; Moosbauer, Julia; Thomas, Janek und 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 und Lang, Michel (2020): Benchmark for filter methods for feature selection in high-dimensional classification data. In: Computational Statistics & Data Analysis, Vol. 143, 106839

Brockhaus, Sarah; Ruegamer, David und 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 und Lee, Dae-Jin (2020): A general framework for prediction in penalized regression. In: Statistical Modelling, Vol. 21, No. 4: pp. 293-312

Cernat, Alexandru und Sakshaug, Joseph W. (2020): Nurse effects on measurement error in household biosocial surveys. In: BMC Medical Research Methodology, Vol. 20, No. 1, 45

Cernat, Alexandru und 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. und 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. und 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 und 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, 918

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 und 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. und 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, 16322 [PDF, 1MB]

Dorigatti, Emilio und Schubert, Benjamin (2020): Graph-theoretical formulation of the generalized epitope-based vaccine design problem.
In: PLOS Computational Biology 16(10), e1008237 [PDF, 2MB]

Dorigatti, Emilio und Schubert, Benjamin (2020): Joint epitope selection and spacer design for string-of-beads vaccines. In: Bioinformatics, Vol. 36: I643-I650

Eckert, Claudia; Isaksson, Ola; Eckert, Calandra; Coeckelbergh, Mark und 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, 121402

Farsani, Zahra Amini und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (18. September 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 und Mutschler, Christopher (2020): RNN-Aided Human Velocity Estimation from a Single IMU. In: Sensors, Vol. 20, No. 13, 3656

Fliedner, Stephanie M. J.; Winkelmann, Philipp E. R.; Wesley, Robert; Vonthein, Reinhard und 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 und 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 [PDF, 3MB]

Fuetterer, Cornelia; Augustin, Thomas und Fuchs, Christiane (2020): Adapted single-cell consensus clustering (adaSC3). In: Advances in Data Analysis and Classification, Vol. 14, No. 4: pp. 885-896 [PDF, 460kB]

Gartenmann, Stefanie J.; Steppacher, Severine L.; Weydlich, Yves von; Heumann, Christian; Attin, Thomas und Schmidlin, Patrick R. (2020): The Effect of Green Tea on plaque and gingival inflammation: A systematic review. In: Journal of Herbal Medicine, Vol. 21, 100337

Gossmann, Alexej; Cha, Kenny H. und 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, 1131404

Guderlei, Maike und Aßenmacher, Matthias (10. December 2020): Evaluating Unsupervised Representation Learning for Detecting Stances of Fake News. Proceedings of the 28th International Conference on Computational Linguistics, Barcelona, Spain (Online), 10.12.2020. Barcelona, Spain (Online): International Committee on Computational Linguistics. pp. 6339-6349 [PDF, 214kB]

Guenther, Felix; Bender, Andreas; Katz, Katharina; Kuechenhoff, Helmut und 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 und 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. und 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, 302

Karl, Marion; Bauer, Alexander; Ritchie, W. Brent und 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, 100471

Kauermann, Goeran und 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 und 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 [PDF, 300kB]

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 und 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

Kuss, Oliver und 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. und 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 und 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, 16782 [PDF, 1MB]

Liew, Bernard X. W.; Rugamer, David; Abichandani, Deepa und 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 und 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 und 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 und 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 und 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. und Scheipl, Fabian (2. April 2020): Reported and Recorded Sleepiness in Obesity and Depression. In: Frontiers in Psychiatry, Vol. 11, 200: pp. 1-12 [PDF, 412kB]

Mischkulnig, Mario; Kiesel, Barbara; Borkovec, Martin; Wadiura, Lisa; Benner, Dimitri; Hosmann, Arthur; Hervey-Jumper, Shawn; Knosp, Engelbert; Roessler, Karl; Berger, Mitchel S. und 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 und 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, 2043

Mittnik, Stefan; Semmler, Willi und Haider, Alexander (2020): Climate Disaster Risks-Empirics and a Multi-Phase Dynamic Model. In: Econometrics, Vol. 8, No. 3, 33

Neunhoeffer, Marcel ORCID logoORCID: https://orcid.org/0000-0002-9137-5785; Gschwend, Thomas ORCID logoORCID: https://orcid.org/0000-0002-8656-9622; Munzert, Simon und Stoetzer, Lukas (2020): Ein Ansatz zur Vorhersage der Erststimmenanteile bei Bundestagswahlen. In: Politische Vierteljahresschrift, Vol. 61, No. 1: pp. 111-130 [PDF, 624kB]

Raith, Julian Christoph (29. January 2020): Analyse des Bundesligafußballs anhand von Spielstatistiken. Bachelor, Ludwig-Maximilians-Universität München
(Department of Statistics: Technical Reports) [PDF, 777kB]

Razzak, Humera und 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 und 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 und Greven, Sonja (2020): Inference for L-2-Boosting. In: Statistics and Computing, Vol. 30, No. 2: pp. 279-289

Schauberger, Gunther und 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 und 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 und 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 und 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 und 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 und 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 und 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 [PDF, 872kB]

Sun, Xudong; Bommert, Andrea; Pfisterer, Florian; Rähenfürher, Jörg; Lang, Michel und 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 und 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 und 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 [PDF, 599kB]

Tutz, Gerhard (2020): On the structure of ordered latent trait models. In: Journal of Mathematical Psychology, Vol. 96, 102346

Tutz, Gerhard und 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 und 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 und 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, a1621

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. und 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, E437-E446

Wess, Gerhard; Kresken, Jan-Gerd; Wendt, Ralph; Gaugele, Juliane; Killich, Markus; Keller, Lisa; Simak, Julia; Holler, Peter; Bauer, Alexander; Kuechenhof, Helmut und 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 und 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, 115

Wisniowski, Arkadiusz; Sakshaug, Joseph W.; Ruiz, Diego Andres Perez und 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. und 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, 6634

2019

Bauer, V.; Fürlinger, K. und Kauermann, G. (2019): A Note on Parallel Sampling in Markov Graphs. In: Computational Statistics

Beer, S. und 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 und 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. und 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 und 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. und 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 und 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 und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Mitra, Namita; Mamberti, Stefania; Klein, Kyle-N; Gilbert, David M; Leonhardt, Heinrich; Cardoso, Maria Cristina; Aiden, Erez Lieberman; Harz, Hartmann und Cremer, Thomas (2019): Cohesin depleted cells pass through mitosis and reconstitute a functional nuclear architecture. In: Nature Communications, Vol. 11, No. 6146 [PDF, 18MB]

Deffner, Veronika; Kreuzer, Michaela; Sobotzki, Christina; Aßenmacher, Matthias; Guethlin, Denise; Kaiser, Christian; Kuechenhoff, Helmut und 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, UNSP 03009

Endres, Eva; Fink, Paul und 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 und 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. und 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 und 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. und 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. und 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 und Greven, Sonja (2019): A general framework for multivariate functional principal component analysis of amplitude and phase variation. In: Stat, Vol. 8, No. 1, e220

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 und 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 und 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 und 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. und 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 und 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, 81

Klima, André; Schlesinger, Thomas; Thurner, Paul W. und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-8960-9642; Steffen, Verena und Hothorn, Torsten ORCID logoORCID: https://orcid.org/0000-0001-8301-0471 (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 und 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 und 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 und 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 und 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 und 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 und Bischl, Bernd (2019): Tunability: Importance of Hyperparameters of Machine Learning Algorithms. In: Journal of Machine Learning Research, Vol. 20, 53

Puth, Marie-Therese; Tutz, Gerhard; Heim, Nils; Muenster, Eva; Schmid, Matthias und 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 und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Moayyed, Majid und Mahaki, Behzad (May 2019): Spatio-temporal Pattern of Two Common Cancers Among Iranian Women: An Adaptive Smoothing Model. In: JBUON, Vol. 24, No. 3: pp. 1268-1275 [PDF, 5MB]

Ramenzoni, Liza L.; Zuellig, Richard A.; Hussain, Abbas; Lehmann, Roger; Heumann, Christian; Attin, Thomas und 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 und Kneib, Thomas (2019): Conditional covariance penalties for mixed models. In: Scandinavian Journal of Statistics

Sakshaug, Joseph W.; Stegmaier, Jens; Trappmann, Mark und 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 und 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 und 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 und 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 und 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 und Fabozzi, Frank J. (2019): PRICING DERIVATIVES IN HERMITE MARKETS. In: International Journal of Theoretical and Applied Finance, Vol. 22, No. 6, 1950031

Trenner, Matthias; Salvermoser, Michael; Reutersberg, Benedikt; Busch, Albert; Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Eckstein, Hans-Henning und Kuehnl, Andreas (29. November 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 und 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 und 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. und 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 und 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 und 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

2018

Al-Jadaa, Anas; Attin, T.; Peltomaki, T.; Heumann, C.; Schmidlin, P. R. und 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 und 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 und Gabriel, Alice-Agnes (2018): An introduction to semiparametric function-on-scalar regression. In: Statistical Modelling, Vol. 18, No. 3-4: pp. 346-364 [PDF, 588kB]

Bender, Andreas; Groll, Andreas und Scheipl, Fabian (2018): A generalized additive model approach to time-to-event analysis. In: Statistical Modelling, Vol. 18, No. 3-4: pp. 299-321 [PDF, 557kB]

Berger, Moritz und 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 und 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 [PDF, 480kB]

Bollmann, Stella; Berger, Moritz und 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 [PDF, 347kB]

Brandl, Caroline; Zimmermann, Martina E.; Günther, Felix; Barth, Teresa; Olden, Matthias; Schelter, Sabine C.; Kronenberg, Florian; Loss, Julika; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Helbig, Horst; Weber, Bernhard H. F.; Stark, Klaus J. und 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, 8675 [PDF, 1MB]

Brendel, Matthias; Sauerbeck, Julia; Greven, Sonja; Kotz, Sebastian; Scheiwein, Franziska; Blautzik, Janusch; Delker, Andreas; Pogarell, Oliver; Ishii, Kazunari; Bartenstein, Peter und 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 und 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 und 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 und 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 und 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 und 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, 84 [PDF, 1MB]

Fink, Holger und 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 und Schauberger, Gunther (2018): On the dependency of soccer scores - a sparse bivariate Poisson model for the UEFA European football championship 2016. In: Journal of Quantitative Analysis in Sports, Vol. 14, No. 2: pp. 65-79

Happ, Clara und 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 und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (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 und Weinhardt, Christof (2018): How Corporate Sharewashing Practices Undermine Consumer Trust. In: Sustainability, Vol. 10, No. 8, 2638 [PDF, 532kB]

Hothorn, Torsten; Möst, Lisa und Bühlmann, Peter (2018): Most Likely Transformations. In: Scandinavian Journal of Statistics, Vol. 45, No. 1: pp. 110-134

Jansen, Christoph; Schollmeyer, Georg und Augustin, Thomas (2018): A probabilistic evaluation framework for preference aggregation reflecting group homogeneity. In: Mathematical Social Sciences, Vol. 96: 49 - 62

Jansen, Christoph; Schollmeyer, Georg und 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: 112 - 131

Kauermann, Göran; Becher, Heiko und 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 und Seidl, Thomas (19. March 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 und 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, 41003

Khan, Muhammad Yousaf und 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 und 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 und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und Eckstein, Hans-Henning (June 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und Eckstein, Hans-Henning (20. July 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und Eckstein, Hans-Henning (4. May 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 und 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 und 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. und 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 und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (1. June 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 und 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 und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und Mahaki, Behzad (8. May 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 und 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 und 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 und 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, 9594235 [PDF, 639kB]

Schauberger, Gunther und 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 und 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 und 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 und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Kipnis, Victor und 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 und 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 und 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 und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und Eckstein, Hans Henning (February 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 und 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 und Berger, Moritz (2018): Response Styles in the Partial Credit Model. In: Applied Psychological Measurement [PDF, 1MB]

Verhaelen, K.; Bauer, A.; Günther, F.; Müller, B.; Nist, M.; Celik, B. Uelker; Weidner, C.; Kuechenhoff, H. und 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 und Heid, Iris M. (2018): A joint view on genetic variants for adiposity differentiates subtypes with distinct metabolic implications. In: Nature Communications, Vol. 9, 1946 [PDF, 1MB]

2017

Klima, André; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Selzer, Mirjam und Thurner, Paul W. (eds.) (2017): Exit Polls und Hybrid-Modelle. Ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer.

Augustin, Thomas; Doria, Serena und 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 und Seising, Rudolf (2017): Kurt Weichselberger's Contribution to Imprecise Probabilities. Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, Lugano, Switzerland, 10 - 14 July 2017. Antonucci, Alessandro; Corani, Giorgio; Couso, Inés und Destercke, Sébastien (eds.) : Vol. 62 PMLR. pp. 13-24

Bock, Niko C.; Seibold, Laura; Heumann, Christian; Gnandt, Erhard; Roder, Miriam und 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 und 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 und Kauermann, Göran (2017): Automated Processing of Webcam Images for Phenological Classification.
In: PLOS ONE 12(2), e0171918 , pp. 1-23 [PDF, 3MB]

Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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. und 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 12(6), e0179592 [PDF, 1MB]

Csereklyei, Zsuzsanna; Thurner, Paul W.; Langer, Johannes und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (June 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 12(7), e0181303 [PDF, 1MB]

Faisal, Shahla und 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 und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (November 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 und Geppert, Sabrina (2017): Implied correlation indices and volatility forecasting. In: Applied Economics Letters, Vol. 24, No. 9: pp. 584-588

Fink, Paul und 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, Lugano, Switzerland, 10 - 14 July 2017. Antonucci, Alessandro; Corani, Giorgio; Couso, Inés und Destercke, Sébastien (eds.) : Vol. 62 PMLR. pp. 157-168

Gasparrini, Antonio; Scheipl, Fabian; Armstrong, Ben und 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 und Waldmann, Elisabeth (2017): Predictive Modelling Based on Statistical Learning in Biomedicine. In: Computational and Mathematical Methods in Medicine, Vol. 2017, 4041736 [PDF, 282kB]

Greven, Sonja und Scheipl, Fabian (2017): A general framework for functional regression modelling. In: Statistical Modelling, Vol. 17, No. 43132: pp. 1-35 [PDF, 786kB]

Greven, Sonja und Scheipl, Fabian (2017): Rejoinder. In: Statistical Modelling, Vol. 17, No. 1-2: pp. 100-115

Groll, Andreas; Hastie, Trevor und Tutz, Gerhard (2017): Selection of Effects in Cox Frailty Models by Regularization Methods. In: Biometrics, Vol. 73, No. 3: pp. 846-856

Groll, Andreas und Tutz, Gerhard (2017): Variable selection in discrete survival models including heterogeneity. In: Lifetime Data Analysis, Vol. 23, No. 2: pp. 305-338

Janitza, Silke (10. April 2017): On the overestimation of random forest’s out-of-bag error. Department of Statistics: Technical Reports, No.204 [PDF, 641kB]

Jansen, Christoph; Augustin, Thomas und 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, Lugano, Switzerland, 10 - 14 July 2017. Antonucci, Alessandro; Cholvy, Laurence und Papini, Odile (eds.) : Cham: Springer International Publishing. pp. 329-339

Klaus, Katharina; Heumann, Christian und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Selzer, Mirjam und Thurner, Paul W. (2017): Studiendesign. In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam und 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. und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2017): Hybrid-Modelle. In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2017): Ökologische Inferenz. In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam und 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 und 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 und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und 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. und Behrakis, P. (2017): Prevalence of tobacco smoking among school teachers in Greece. In: European Psychiatry, Vol. 41: S577-S578

Matiu, Michael; Bothmann, Ludwig; Steinbrecher, Rainer und 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 und Ploner, Markus (2017): Behavioral responses to noxious stimuli shape the perception of pain. In: Scientific Reports, Vol. 7, 44083 [PDF, 482kB]

Mayr, Andreas; Hofner, Benjamin; Waldmann, Elisabeth; Hepp, Tobias; Meyer, Sebastian und Gefeller, Olaf (2017): An Update on Statistical Boosting in Biomedicine. In: Computational and Mathematical Methods in Medicine, Vol. 2017, 6083072 [PDF, 528kB]

Oelker, Margret-Ruth und 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 und 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 und 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 und 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), Lugano, Switzerland, July 10-14, 2017. Antonucci, Alessandro; Corani, Giorgio; Couso, Inés und Destercke, Sebastien (eds.) : Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications. Vol. 62 PMLR. pp. 253-264

Pouplier, Marianne; Cederbaum, Jona; Hoole, Philip; Marin, Stefania und 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 und Bischl, Bernd (2017): Multilabel Classification with R Package mlr. In: The R Journal

Probst, Philipp und Boulesteix, Anne-Laure (16. May 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. und Mühlau, M. (2017): Volume versus surface-based cortical thickness measurements: A comparative study with healthy controls and multiple sclerosis patients.
In: PLOS One 12(7), e0179590 [PDF, 4MB]

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. und 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 und Thurner, Paul W. (eds.) : Exit Polls und Hybrid-Modelle. Ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 171-180

Schauberger, Gunther und 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 [PDF, 548kB]

Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Cremer, Marion und Cremer, Thomas (2017): Quantitative analyses of the 3D nuclear landscape recorded with super-resolved fluorescence microscopy. In: Methods, Vol. 123: pp. 33-46 [PDF, 4MB]

Schmidt, Kristina Emily; Auschill, Thorsten Mathias; Heumann, Christian; Frankenberger, Roland; Eick, Sigrun; Sculean, Anton und 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 und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (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 und Augustin, Thomas (31. August 2017): A simple descriptive method for multidimensional item response theory based on stochastic dominance. Department of Statistics: Technical Reports, No.210 [PDF, 1MB]

Schollmeyer, Georg; Jansen, Christoph und Augustin, Thomas (31. August 2017): Detecting stochastic dominance for poset-valued random variables as an example of linear programming on closure systems. Department of Statistics: Technical Reports, No.209 [PDF, 2MB]

Schulze Waltrup, L. und 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 und 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. und 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 und Bischl, Bernd (2017): Probing for Sparse and Fast Variable Selection with Model-Based Boosting. In: Computational and Mathematical Methods in Medicine, Vol. 2017, 1421409 [PDF, 1MB]

Thurner, Paul W.; Klima, André und Rudolph, Lukas (2017): Wählerwanderung bei Landtags- und Bundestagswahl 2013. In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam und Thurner, Paul W. (eds.) : Exit Polls und Hybrid-Modelle ; ein neuer Ansatz zur Modellierung von Wählerwanderungen. Wiesbaden: Springer. pp. 171-180

Thurner, Paul W. und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2017): Zusammenfassung und Fazit. In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2017): Ausgangspunkt und Motivation der Studie. In: Klima, André; Küchenhoff, Helmut; Selzer, Mirjam und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Rapp, Martin; Dach, Anna; Klinger, Richard; Carl, Anja; Schulze, Gesine; Höbel, Werner; Weidner, Christian und 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: S27-S31

Wiefarn, Stefan; Kostev, Karel; Heumann, Christian und 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, E148-E155

2016

Adebayo, Samson B.; Gayawan, Ezra; Heumann, Christian und 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 und 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 und Weihs, Claus (2016): Fast Model Based Optimization of Tone Onset Detection by Instance Sampling. In: Wilhelm, Adalbert F. X. und 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 und Strauch, Konstantin (2016): Compare and Contrast Meta Analysis (CCMA): A Method for Identification of Pleiotropic Loci in Genome-Wide Association Studies.
In: PLOS ONE 11(5), e0154872 [PDF, 718kB]

Beer, A.; Biberacher, V.; Schmidt, P.; Righart, R.; Buck, D.; Berthele, A.; Kirschke, J.; Zimmer, C.; Hemmer, B. und 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 und 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. und Mühlau, M. (2016): Chasing the driver of fatigue in multiple sclerosis: brain MRI versus CSF. In: Multiple Sclerosis Journal, Vol. 22: pp. 31-32 [PDF, 71kB]

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. und 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 und Vanschoren, Joaquin (2016): ASlib: A Benchmark Library for Algorithm Selection. In: Artificial Intelligence, Vol. 237: pp. 41-58

Bischl, Bernd; Kühn, Tobias und Szepannek, Gero (2016): On Class Imbalance Correction for Classification Algorithms in Credit Scoring. In: Lübbecke, Marco (ed.) : 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 und Jones, Zachary M. (2016): mlr: Machine Learning in R. In: Journal of Machine Learning Research, Vol. 17, 1

Bischl, Bernd; Lang, Michel; Kotthoff, Lars; Schiffner, Julia; Richter, Jakob; Studerus, Erich; Casalicchio, Giuseppe und 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 und Poppert, Holger (2016): Thrombus Histology Suggests Cardioembolic Cause in Cryptogenic Stroke. In: Stroke, Vol. 47, No. 7: pp. 1864-1871

Bothmann, Ludwig; Windmann, Michael und 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 und Hapfelmeier, Alexander (27. October 2016): Towards evidence-based computational statistics: lessons from clinical research on the role and design of real-data benchmark studies. Department of Statistics: Technical Reports, No.198 [PDF, 270kB]

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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Weber, Bernhard H. F. und 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 11(11), e0167181 [PDF, 961kB]

Brettner, Florian; Janitza, Silke; Prüll, Kathrin.; Weninger, Ernst; Mansmann, Ulrich; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Jovanovic, Alexander; Pollwein, Bernhard; Chappell, Daniel; Zwissler, Bernhard und 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 11(1), e0146746 [PDF, 673kB]

Brockhaus, Sarah; Melcher, Michael; Leisch, Friedrich und Greven, Sonja (2016): Boosting Flexible Functional Regression Models with a High Number of Functional Historical Effects. In: Statistics and Computing

Bruns, P.; Paschedag, H. und 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 und 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 und 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 und Greven, Sonja (2016): Functional linear mixed models for irregularly or sparsely sampled data. In: Statistical Modelling, Vol. 16, No. 1: pp. 67-88 [PDF, 2MB]

Cosgarea, Raluca; Juncar, Raluca; Heumann, Christian; Tristiu, Roxana; Lascu, Liana; Arweiler, Nicole; Stavropoulos, Andreas und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (April 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 und 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 und De Causmaecker, Patrick (2016): Reinforcement Learning for Automatic Online Algorithm Selection - an Empirical Study. 16th ITAT Conference Information Technologies - Applications and Theory, Tatranské Matliare, 15.-19. September 2016. In: Proceedings of the 16th ITAT Conference Information Technologies - Applications and Theory, pp. 93-101

Döring, Dorothea; Haberland, Barbara; Ossig, Andrea; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Dobenecker, Britta; Hack, Rüdiger; Schmidt, Jörg und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Dobenecker, Britta; Schmidt, Jörg und 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 und Augustin, Thomas (2016): Statistical Matching of Discrete Data by Bayesian Networks. Eighth International Conference on Probabilistic Graphical Models, Lugano, 6.-9. September 2016. Antonucci, Alessandro; Corani, Giorgio und Campos, Cassio Polpo de (eds.) : In: Journal of Machine Learning Research Workshop and Conference Proceedings (Proceedings of the Eighth International Conference on Probabilistic Graphical Models), Vol. 52 pp. 159-170

Ernst, Ekkehard; Mittnik, Stefan und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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. 02: pp. 91-98 [PDF, 216kB]

Feilke, Martina; Bischl, Bernd; Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und 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 und Schmidlin, Patrick R. (2016): Influence of obesity on the outcome of non-surgical periodontal therapy - a systematic review. In: BMC Oral Health 16:90 [PDF, 1MB]

Greven, Sonja und 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. und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Müller, Jörg; Belotti, Elisa; Bufka, Ludek und Woelfing, Benno (2016): Selective Predation of a Stalking Predator on Ungulate Prey.
In: PLOS ONE 11(8), e0158449 [PDF, 559kB]

Horn, Daniel; Demircioğlu, Aydin; Bischl, Bernd; Glasmachers, Tobias und 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 und 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 und Augustin, Thomas (5. August 2016): A Probabilistic Evaluation Framework for Preference Aggregation Reflecting Group Homogeneity. Department of Statistics: Technical Reports, No.193 [PDF, 653kB]

Kauermann, Göran und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (April 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 und 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 und 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 und Mühlau, Mark (2016): A MS-lesion pattern discrimination plot based on geostatistics. In: Brain and Behavior, Vol. 6, No. 3, e00430 [PDF, 2MB]

Palmera-Suárez, Rocio; López-Cuadrado, Teresa; Brockhaus, Sarah; Fernández-Cuenca, Rafael; Alcalde-Cabero, Enrique und 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 und Augustin, Thomas (2016): Testing of coarsening mechanisms: Coarsening at random versus subgroup independence. . Ferraro, Maria Brigida; Giordani, Paolo; Vantaggi, Barbara; Gagolewski, Marek; Gil, María Ángeles; Grzegorzewski, Przemyslaw und Hryniewicz, Olgierd (eds.) : In: Advances in Intelligent Systems and Computing, SMPS. pp. 415-422

Popken, Jens; Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Strauss, Axel; Guengoer, Tuna; Wolf, Eckhard und 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 und Tutz, Gerhard (18. January 2016): A General Framework for the Selection of Effect Type in Ordinal Regression. Department of Statistics: Technical Reports, No.186 [PDF, 625kB]

Rietzler, Michael; Geiselhart, Florian; Thomas, Janek und Rukzio, Enrico (2016): FusionKit: a generic toolkit for skeleton, marker and rigid-body tracking. 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, Brüssel, 21.-24. Juni 2016. In: Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, pp. 73-84

Schauberger, Gunther und 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 und Greven, Sonja (2016): Generalized functional additive mixed models. In: Electronic Journal of Statistics, Vol. 10, No. 1: pp. 1455-1492

Scheipl, Fabian; Gertheiss, Jan und Greven, Sonja (2016): Generalized functional additive mixed models. In: Electronic Journal of Statistics, Vol. 10, No. 1: pp. 1455-1492

Scheipl, Fabian und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Lee, Serene; Guba, Markus; Werner, Jens und 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 und Kotthoff, Lars (2016): mlr Tutorial. In: CoRR, Vol. abs/1609.06146

Schmid, Matthias; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Hoerauf, Achim und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 und 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 und Kauermann, Göran (2016): Bayesian Exponential Random Graph Models with Nodal Random Effects. In: Social Networks, Vol. 46: pp. 11-28

Tutz, Gerhard und 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 und 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 [PDF, 679kB]

Tutz, Gerhard und 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 und 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 und Schmid, Matthias (2016): Modeling Discrete Time-to-Event Data. Cham: Springer.

Waltrup, Linda Schulze und 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 und Bischl, Bernd (2016): Big data Classification: Aspects on Many Features and Many Observations. In: Wilhelm, Adalbert F.X. und 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 und 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

2015

Augustin, Nicole H.; Mattocks, Calum; Faraway, Julian J.; Greven, Sonja und 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 [PDF, 630kB]

Belotti, Elisa; Weder, Nicole; Bufka, Ludek; Kaldhusdal, Arne; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Seibold, Heidi; Woelfing, Benno und Heurich, Marco (2015): Patterns of Lynx Predation at the Interface between Protected Areas and Multi-Use Landscapes in Central Europe.
In: PLOS ONE 10(9), e0138139 [PDF, 1MB]

Bischl, Bernd; Lang, Michel; Mersmann, Olaf; Rahnenführer, Jörg und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Bühner, Markus (14. April 2015): What can the Real World do for simulation studies? A comparison of exploratory methods. Department of Statistics: Technical Reports, No.181 [PDF, 1MB]

Bollmann, Stella; Hölzl, Andreas; Heene, Moritz; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Bühner, Markus (14. April 2015): Evaluation of a new k-means approach for exploratory clustering of items. Department of Statistics: Technical Reports, No.182 [PDF, 1MB]

Brockhaus, Sarah; Scheipl, Fabian; Hothorn, Torsten und Greven, Sonja (2015): The Functional Linear Array Model. In: Statistical Modelling, Vol. 15, No. 3: pp. 279-300 [PDF, 3MB]

Brockhoff, Dimo; Bischl, Bernd und 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, Madrid, 11.-15. Juli 2015. In: GECCO '15 Companion, Madrid:

Casalicchio, Giuseppe; Tutz, Gerhard und Schauberger, Gunther (2015): Subject-specific Bradley-Terry-Luce models with implicit variable selection. In: Statistical Modelling, Vol. 15, No. 6: pp. 526-547 [PDF, 249kB]

Feilke, Martina; Schneider, Katrin und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (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 [PDF, 2MB]

Fuchs, Karen; Gertheiss, Jan und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Stierle, Veronika und 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 und Tutz, Gerhard (2015): Prediction of major international soccer tournaments based on team-specific regularized Poisson regression: An application to the FIFA World Cup 2014. In: Journal of Quantitative Analysis of Sports, Vol. 11, No. 2: pp. 97-115 [PDF, 2MB]

Horn, Daniel; Wagner, Tobias; Biermann, Dirk; Weihs, Claus und Bischl, Bernd (2015): Model-Based Multi-Objective Optimization: Taxonomy, Multi-Point Proposal, Toolbox and Benchmark. In: Gaspar-Cunha, António; Henggeler Antunes, Carlos und 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 und 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. und 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 und 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 und 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 [PDF, 408kB]

Kopf, Julia; Zeileis, Achim und 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 [PDF, 815kB]

Kotthaus, Helena; Korb, Ingo; Lang, Michel; Bischl, Bernd; Rahnenführer, Jörg und 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 und Müller, Gerrit (2015): Improving Recruitment Efficiency Using Paradata Information in Panel Surveys. In: Field Methods, Vol. 27: pp. 55-65

Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 und 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. und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 und Semmler, Willi (2015): Employment and output effects of climate policies. In: Lucas, Bernhard und 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 und 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 und Hothorn, Torsten (2015): Conditional Transformation Models for Survivor Function Estimation. In: International Journal of Biostatistics, Vol. 11, No. 1: pp. 23-50 [PDF, 997kB]

Möst, Lisa; Hothorn, Torsten; Müller, Jörg und 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 und Tutz, Gerhard (2015): Variable selection for discrete competing risks models. In: Quality & Quantity: pp. 1-22

Obermeier, Viola; Scheipl, Fabian; Heumann, Christian; Wassermann, Joachim und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 und Tutz, Gerhard (2015): Selection and fusion of categorical predictors with L₀-type penalties. In: Statistical Modelling, Vol. 15, No. 5: pp. 389-410 [PDF, 504kB]

Plass, Julia; Augustin, Thomas; Cattaneo, Marco E.G.V und 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, Pescara, 20.-24. Juli 2015. Augustin, Thomas; Doria, Serena; Miranda, Enrique und Quaeghebeur, Erik (eds.) : In: ISIPTA '15, Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 247-256

Plass, Julia; Fink, Paul; Schöning, Norbert und 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, Pescara, 20.-24. Juli 2015. Augustin, Thomas; Doria, Serena; Miranda, Enrique und Quaeghebeur, Erik (eds.) : In: ISIPTA '15, Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 257-266

Popken, Jens; Graf, Alexander; Krebs, Stefan; Blum, Helmut; Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Strauss, Axel; Guengoer, Tuna; Zakhartchenko, Valeri; Wolf, Eckhard und Cremer, Thomas (2015): Remodeling of the Nuclear Envelope and Lamina during Bovine Preimplantation Development and Its Functional Implications.
In: PLOS ONE 10(5), e0124619 [PDF, 9MB]

Schauberger, Gunther und Tutz, Gerhard (2015): Regularization Methods in Economic Forecasting. In: Berana, Jan; Feng, Yuanhua und Hebbel, Hartmut (eds.) : Empirical Economic and Financial Research. Heidelberg: Springer International Publishing. pp. 61-80

Scheipl, Fabian und Greven, Sonja (11. June 2015): Identifiability in penalized function-on-function regression models. Department of Statistics: Technical Reports, No.125 [PDF, 825kB]

Scheipl, Fabian; Staicu, Ana-Maria und 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. und 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, Pescara, 20.-24. Juli 2015. Augustin, Thomas; Doria, Serena; Miranda, Enrique und Quaeghebeur, Erik (eds.) : In: ISIPTA '15, Proceedings of the Ninth International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 277-286

Schomaker, Michael; Hogger, Sarah; Johnson, Leigh F.; Hoffmann, Christopher J.; Bärnighausen, Till und 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. und Greven, Sonja (2015): Structured Functional Principal Component Analysis. In: Biometrics, Vol. 71: pp. 247-257

Thurn, Tamara; Brandstätter, Monika; Fensterer, Veronika; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 [PDF, 261kB]

Tutz, Gerhard; Pößnecker, Wolfgang und Uhlmann, Lorenz (2015): Variable selection in general multinomial logit models. In: Computational Statistics and Data Analysis, Vol. 82: pp. 207-222

Tutz, Gerhard und 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 und Schauberger, Gunther (2015): A Penalty Approach to Differential Item Functioning in Rasch Models. In: Psychometrika, Vol. 80, No. 1: pp. 21-43

Tutz, Gerhard und 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 und Kauermann, Göran (2015): Forecasting in nonlinear univariate time series using penalized splines. In: Statistical Papers: pp. 1-20

West, Brady T. und 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

2014

Augustin, Thomas; Coolen, Frank P.A.; de Cooman, Gerd und 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 und 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 und Coolen, Frank P. A. (2014): Statistical inference. In: Augustin, Thomas; Coolen, Frank P. A.; de Cooman, Gerd und 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 und Klopstock, Thomas (2014): MTO1-Deficient Mouse Model Mirrors the Human Phenotype Showing Complex I Defect and Cardiomyopathy.
In: PLOS ONE 9(12), e114918 [PDF, 1MB]

Blanchet, Xavier; Cesarek, Katja; Brandt, Johanna; Herwald, Heiko; Teupser, Daniel; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Karshovska, Ela; Mause, Sebastian F.; Siess, Wolfgang; Wasmuth, Hermann; Soehnlein, Oliver; Koenen, Rory R.; Weber, Christian und 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 und 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 und 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 und Pretzsch, Hans (November 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 [PDF, 2MB]

Brandstätter, Monika; Kögler, Monika; Baumann, Urs; Fensterer, Veronika; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Borasio, Gian D. und 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 und 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 und 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 und 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. und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Dobenecker, Britta; Hack, Rüdiger; Schmidt, Jörg und 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 und 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 und Stricker, Georg (2014): Wachstumspotenziale der Hauptbaumarten. In: LWF aktuell, Vol. 106: pp. 53-56

Fensterer, Veronika; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Maier, Verena; Wichmann, Heinz-Erich; Breitner, Susanne; Peters, Annette; Gu, Jianwei und Cyrys, Josef (May 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 [PDF, 917kB]

Fensterer, Veronika; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Maier, Verena; Wichmann, Heinz-Erich; Breitner, Susanne; Peters, Annette; Gu, Jinwei und 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 und Krautenbacher, Norbert (November 2014): Minimization and estimation of the variance of prediction errors for cross-validation designs. Department of Statistics: Technical Reports, No.173 [PDF, 468kB]

Gillhuber, Julia; Rügamer, David; Pfister, Kurt und 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 ORCID logoORCID: https://orcid.org/0000-0002-6628-3539 und Tutz, Gerhard ORCID logoORCID: https://orcid.org/0000-0002-6628-3539 (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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Capewell, Simon und 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 9(6), e99482 [PDF, 722kB]

Günther, Felix (2014): Subjective Well-Being over the Life Span: Modeling Age-, Period-, and Cohort-Effects in the Additive Mixed Model Framework. Bachelor, Ludwig-Maximilians-Universität München
[PDF, 774kB]

Güthlin, Denise; Storch, Ilse und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2014): Toward Reliable Estimates of Abundance: Comparing Index Methods to Assess the Abundance of a Mammalian Predator.
In: PLOS ONE 9(4), e94537 [PDF, 750kB]

Hapfelmeier, Alexander; Hothorn, Torsten; Ulm, Kurt und 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 und Tutz, Gerhard (2014): Additive mixed models with approximate Dirichlet process mixtures: the EM approach. In: Statistics and Computing: pp. 1-20

Heinzl, Felix und 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 und 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 [PDF, 952kB]

Hess, Wolfgang; Tutz, Gerhard und Gertheiss, Jan (23. February 2014): A Flexible Link Function for Discrete-Time Duration Models. Department of Statistics: Technical Reports, No.155 [PDF, 626kB]

Hess, Wolfgang; Schwarzkopf, Larissa; Hunger, Matthias und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Andren, Henrik; Bufka, Ludek; Krofel, Miha; Mattisson, Jenny; Odden, John; Persson, Jens; Rauset, Geir R.; Schmidt, Krzysztof und 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 9(12), e114143 [PDF, 1MB]

Hothorn, Torsten; Kneib, Thomas und 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 und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0001-7871-8686 und Radon, Katja ORCID logoORCID: https://orcid.org/0000-0002-5271-3972 (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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Meyer, H. H. D. und 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 [PDF, 397kB]

Lausser, Ludwig; Schmid, Florian; Schmid, Matthias und Kestler, Hans A. (2014): Unlabeling data can improve classification accuracy. In: Pattern Recognition Letters, Vol. 37: pp. 15-23

Mahaki, Behzad; Jafari-Koshki, Tohid und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (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 und Schmid, Matthias (2014): Boosting the concordance index for survival data - a unified framework to derive and evaluate biomarker combinations.
In: PLOS ONE 9(1), e84483 [PDF, 442kB]

McLean, Matthew W.; Hooker, Giles; Staicu, Ana-Maria; Scheipl, Fabian und Ruppert, David (2014): Functional Generalized Additive Models. In: Journal of Computational and Graphical Statistics, Vol. 23, No. 1: pp. 249-269

Meyer-Baese, Anke und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (2014): Pattern Recognition and Signal Analysis in Medical Imaging. 2nd edition. Oxford: Academic Press.

Mittnik, Stefan und Semmler, Willi (2014): VaR-implied tail-correlation matrices. In: Economic Letters, Vol. 122, No. 1: pp. 69-73

Mittnik, Stefan und Semmler, Willi (2014): Estimating a Banking-Macro Model Using a Multi-regime VAR. In: Schleer-van Gellecom, Frauke (ed.) : Advances in Non-linear Economic Modeling. Theory and Applications. Berlin: Springer-Verlag. pp. 3-40

Möst, Stephanie; Pößnecker, Wolfgang und Tutz, Gerhard (28. May 2014): Variable Selection for Discrete Competing Risks Models. Department of Statistics: Technical Reports, No.161 [PDF, 729kB]

Möst, Lisa; Schmid, Matthias; Faschingbauer, Florian und Hothorn, Torsten (2014): Predicting Birth Weight with Conditionally Linear Transformation Models. In: Statistical Methods in Medical Research [PDF, 954kB]

Najm, Nour-Addeen; Meyer-Kayser, Elisabeth; Hoffmann, Lothar; Herb, Ingird; Fensterer, Veronika; Pfister, Kurt und 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 und 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 [PDF, 454kB]

Oelker, Magret-Ruth; Sobotka, Fabian und Kneib, Thomas (2014): On (semiparametric) mode regression. 29th International Workshop on Statistical Modelling, Göttingen, 14.-18. Juli 2014. Kneiba, Thomas; Sobotka, Fabian; Fahrenholz, Jan und Irmer, Henriette (eds.) : In: Proceedings of the 29th International Workshop on Statistical Modelling, pp. 243-248

Popken, Jens; Brero, Alessandro; Koehler, Daniela; Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Strauss, Axel; Wuensch, Annegret; Guengoer, Tuna; Graf, Alexander; Krebs, Stefan; Blum, Helmut; Zakhartchenko, Valeri; Wolf, Eckhard und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Strauss, Axel; Cremer, Thomas; Zakhartchenko, Valeri und Wolf, Eckhard (2014): Nuclear invaginations adapt to rabbit early embryonic developement. In: Reproduction, Fertility and Development, Vol. 27, No. 1: p. 139

Sabanés Bové, Daniel; Held, Leonhard und 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. und 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 (30. June 2014): The linear GMM model with singular covariance matrix due to the elimination of a nuisance parameter. Department of Statistics: Technical Reports, No.165 [PDF, 307kB]

Schneeweiß, Hans; Ronning, Gerd und Schmid, Matthias (2014): Panel model with multiplicative measurement errors. In: Beran, Jan; Feng, Yuanhua und Hebbel, Hartmut (eds.) : Empirical Economic and Financial Research - Theory, Methods and Practice. New York: Springer. pp. 123-143

Schomaker, Michael und 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 und Kauermann, Göran (2014): Expectile and Quantile Regression - David and Goliath? In: Statistical Modelling, Vol. 15, No. 5: pp. 433-456 [PDF, 3MB]

Sinibaldi, Jennifer; Trappmann, Mark und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Kraus, Felix; Tattermusch, Anna; Cerase, Andrea; Sterr, Michael; Fiedler, Susanne; Demmerle, Justin; Popken, Jens; Leonhardt, Heinrich; Brockdorff, Neil; Cremer, Thomas; Schermelleh, Lothar und 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 und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (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. und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (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 und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2014): Agricultural structure and the rise of the Nazi Party reconsidered. In: Political Geography, Vol. 44: pp. 50-63

Thurner, Paul W.; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 und 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 und Ramzan, Shahla (13. October 2014): Improved Methods for the Imputation of Missing Data by Nearest Neighbor Methods. Department of Statistics: Technical Reports, No.172 [PDF, 672kB]

Tutz, Gerhard und 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 und Moritz, Berger (12. August 2014): Tree-Structured Modelling of Categorical Predictors in Regression. Department of Statistics: Technical Reports, No.169 [PDF, 573kB]

Tutz, Gerhard und Oelker, Margret-Ruth (30. October 2014): Modeling Clustered Heterogeneity: Fixed Effects, Random Effects and Mixtures. Department of Statistics: Technical Reports, No.156 [PDF, 649kB]

Unkel, Steffen; Farrington, Paddy C.; Whitaker, Heather J. und 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 ORCID logoORCID: https://orcid.org/0000-0001-7871-8686; Jörres, Rudolf A. ORCID logoORCID: https://orcid.org/0000-0002-9782-1117 und 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. und 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. und 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

2013

Kreuter, Frauke (ed.) (2013): Improving Surveys with Paradata. New York: Wiley.

Asgharian, Hossein; Hess, Wolfgang und 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 und 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 und 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 und 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 und Müller, Jörg (2013): Insects Overshoot the Expected Upslope Shift Caused by Climate Warming.
In: PLOS ONE 8(6), e65842 [PDF, 493kB]

Casas-Cordero, Carolina; Kreuter, Frauke; Wang, Yuanxun und 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, Compiègne, 2.-5. Juli 2013. Cozman, Fabio; Denoeux, Thierry; Destercke, Sebastien und Seidfenfeld, Teddy (eds.) : In: ISIPTA '13: Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne: SIPTA. pp. 33-41

Conrad, Frederick; Broome, Jessica; Benkí, Jose; Kreuter, Frauke; Gorves, Robert; Vannette, David und 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. und 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 und Kreuter, Frauke (August 2013): Undercoverage Rates and Undercoverage Bias in Traditional Housing Unit Listing. In: Sociological Methods & Research, Vol. 42, No. 3: pp. 264-293 [PDF, 334kB]

Eckman, Stephanie und 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 und 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 und Lang, Stefan (2013): Bayesian Multilevel Models. In: Scott, Marc; Simonoff, Jeffrey und Marx, Brian (eds.) : The SAGE Handbook of Multilevel Modelling. Los Angeles: Sage. pp. 53-72

Fahrmeir, Ludwig; Kneib, Thomas; Lang, Stefan und Marx, Brian (2013): Regression: Models, Methods and Applications. Berlin: Springer-Verlag.

Farrington, Paddy C.; Unkel, Steffen und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Hentrich, Markus; Belka, Claus und 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 und 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 8(11), e78692 [PDF, 1MB]

Fenske, Nora; Fahrmeir, Ludwig; Hothorn, Torsten; Rzehak, Peter und 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 [PDF, 1MB]

Fensterer, Veronika; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Maier, Verena; Pitz, Mike; Cyrys, Josef ORCID logoORCID: https://orcid.org/0000-0002-2105-8696; Breitner, Susanne; Schneider, Alexandra; Geruschkat, Ute und Peters, Annette (2013): Data-driven flexible modelling approach for the personal exposure to particle number concentration. . In: Abstracts of the 2013 Conference of the International Society of Environmental Epidemiology (ISEE), the International Society of Exposure Science (ISES), and the International Society of Indoor Air Quality and Climate (ISIAQ), Basel: Environ Health Perspect.

Fensterer, Veronika; Küchenhoff, Helmut; Cyrys, Josef; Breitner, Susanne; Schneider, Alexandra und Peters, Annette (2013): Bias Correction in Linear Mixed Models with a deficient Covariate - An Application to Effects of Ultrafine Particles on Human Health. . In: DAGStat 2013: statistic under one umbrella - 3rd Joint Statistical Meeting - Abstract Band, Freiburg: p. 146

Fink, Paul und Crossman, Richard J. (2013): Entropy based classification trees. Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne, 2.-5. Juli 2013. Cozman, Fabio; Denoeux, Thierry; Destercke, Sebastien und Seidfenfeld, Teddy (eds.) : In: ISIPTA '13: Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne: SIPTA. pp. 139-147

Gertheiss, Jan; Goldsmith, Jeff; Crainiceanu, Ciprian und 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 und Crainiceanu, Ciprian (2013): Corrected Confidence Bands for Functional Data Using Principal Components. In: Biometrics, Vol. 69, No. 1: pp. 41-51

Goldsmith, Jeff und 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 und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2013): Landscape variables associated with relative abundance of generalist mesopredators. In: Landscape Ecology, Vol. 28, No. 9: pp. 1687-1696

Hapfelmeier, Alexander und Ulm, Kurt (15. January 2013): Variable selection with Random Forests for missing data. Department of Statistics: Technical Reports, No.137 [PDF, 563kB]

Heinzl, Felix und Tutz, Gerhard (February 2013): Clustering in linear mixed models with approximate Dirichlet process mixtures using EM algorithm. In: Statistical Modelling, Vol. 13, No. 1: pp. 41-67 [PDF, 555kB]

Heinzl, Felix und 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 und 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 und 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 und 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 und Mansmann, Ulrich (17. April 2013): Global permutation tests for multivariate ordinal data: alternatives, test statistics, and the null dilemma. Department of Statistics: Technical Reports, No.142 [PDF, 727kB]

Kalus, Stefanie; Sämann, Philipp; Czisch, Michael und Fahrmeir, Ludwig (26. June 2013): fMRI activation detection with EEG priors. Department of Statistics: Technical Reports, No.146 [PDF, 1MB]

Kalus, Stefanie; Sämann, Philipp G. und 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 und Semmler, Willi (15. November 2013): Employment and Output Effects of Climate Policies. Department of Statistics: Technical Reports, No.149 [PDF, 1MB]

Kauermann, Göran und Kuhlenkasper, Torben (2013): Penalized Splines and Multilevel Models. In: Scott, Marc; Simonoff, Jeffrey und Marx, Brian (eds.) : Handbook of Multilevel Modelling. Los Angeles: Sage. pp. 325-334

Kauermann, Göran; Schellhase, Christian und 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 und Fahrmeir, Ludwig (2013): Bayesian smoothing, shrinkage and variable selection in hazard regression. In: Becker, Claudia; Fried, Roland und Kuhnt, Sonja (eds.) : Robustness and Complex Data Structures. Festschrift in Honour of Ursula Gather. Berlin: Springer. pp. 149-170

Kopf, Julia; Augustin, Thomas und Strobl, Carolin (2013): The potential of Model-based recursive partitioning in the social sciences. Revisiting Ockham's Razor. In: McArdle, John J. und 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 (ed.) : Improving Surveys with Paradata: Analytic Uses of Process Information. New York: Wiley. pp. 1-9

Kreuter, Frauke; Müller, Gerrit und Trappmann, Mark (2013): A Note on Mechanisms Leading to Lower Data Quality of Late or Reluctant Respondents. In: Sociological Methods and Research

Kreuter, Frauke und Olson, Kristen (2013): Paradata for Nonresponse Investigation. In: Kreuter, Frauke (ed.) : 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Fegg, Martin J. (2013): Mindfulness in informal caregivers of palliative patients. In: Palliative and Supportive Care, Vol. 13, No. 1: pp. 11-18 [PDF, 126kB]

Lehermeier, Christina; Wimmer, Valentin; Albrecht, Theresa; Auinger, Hans-Jürgen; Gianola, Daniel; Schön, Chris-Carolin und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (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 [PDF, 1MB]

Mahling, Monia; Höhle, Michael und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 und 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 und 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 und 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 und Wohlrabe, Klaus (2013): Was bewegt den DAX. In: ifo Schnelldienst, Vol. 23: pp. 32-36

Mittnik, Stefan und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Beckmann, Roland und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Beckmann, Roland und 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 und 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. Giudici, Paolo; Ingrassia, Salvatore und Vichi, Maurizio (eds.) : In: Proceedings of the 8th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society, pp. 259-268

Ohlander, Johan; Huber, Stella M.; Schomaker, Michael; Heumann, Christian; Schierl, Rudolf; Michalke, Bernhard; Jenni, Oskar G.; Caflisch, Jon; Muñoz, Daniel M.; Ehrenstein, Ondine von und Radon, Katja ORCID logoORCID: https://orcid.org/0000-0002-5271-3972 (2013): Risk Factors for Mercury Exposure of Children in a Rural Mining Town in Northern Chile.
In: PLOS ONE 8(11), e79756 [PDF, 97kB]

Riedel, Christina; Kries, Rüdiger von; Fenske, Nora; Strauch, Konstantin; Ness, Andy R. und 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 und 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. und Augustin, Thomas (2013): Information-based dissimilarity assessment in Dempster-Shafer theory. In: Knowledge-Based Systems, Vol. 54: pp. 114-127

Scheipl, Fabian; Kneib, Thomas und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 [PDF, 383kB]

Schmid, Matthias; Wickler, Florian; Maloney, Kelly O.; Mitchell, Richard; Fenske, Nora und Mayr, Andreas (2013): Boosted Beta regression.
In: PLOS ONE 8(4), e61623 [PDF, 1MB]

Schmid, Matthias; Wickler, Florian; Maloney, Kelly O.; Mitchell, Richard; Fenske, Nora und Mayr, Andreas (2013): Boosted beta regression.
In: PLOS ONE 8(4), e61623 [PDF, 1MB]

Schmidt, Paul; Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Gaser, Christian; Buch, Dorothea; Bührlen, Susanne; Förschler, Annette und Mühlau, Mark (2013): Fully Bayesian Inference for Structural MRI: Application to Segmentation and Statistical Analysis of T2-Hypointensities.
In: PLOS ONE 8(7), e68196 [PDF, 5MB]

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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Leonhardt, Heinrich und 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 und Augustin, Thomas (2013): On Sharp Identification Regions for Regression Under Interval Data. Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne, 2.-5. Juli 2013. Cozman, Fabio; Denoeux, Thierry; Destercke, Sebastien und Seidfenfeld, Teddy (eds.) : In: ISIPTA '13: Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne: SIPTA. pp. 285-294

Seiler, Christian und 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 und 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 und 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 und 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 und 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 und 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 und Krzanowski, Wojtek J. (2013): Exploratory factor and principal component analyses: some new aspects. In: Statistics and Computing, Vol. 23: pp. 209-220

Tutz, Gerhard und Petry, Sebastian (21. May 2013): Generalized Additive Models with Unknown Link Function Including Variable Selection. Department of Statistics: Technical Reports, No.145 [PDF, 2MB]

Tutz, Gerhard und Gertheiss, Jan (2013): Rating Scales as Predictors - the Old Question of Scale Level and some Answers. In: Psychometrika: pp. 1-20

Tutz, Gerhard ORCID logoORCID: https://orcid.org/0000-0002-6628-3539 und Groll, Andreas ORCID logoORCID: https://orcid.org/0000-0002-6628-3539 (2013): Likelihood-Based Boosting in Binary and Ordinal Random Effects Models. In: Journal of Computational and Graphical Statistics, Vol. 22, No. 2: pp. 356-378

Tutz, Gerhard und Oelker, Magret-Ruth (2013): Modeling heterogeneity by fixed effects models. 28th International Workshop on Statistical Modelling, Palermo, 8.-12. Juli 2013. Muggeo, Vito M. R.; Capursi, Vincenza; Boscaino, Giovanni und Lovison, Gianfranco (eds.) : In: Proceedings of the 28th International Workshop on Statistical Modelling, pp. 807-811

Tutz, Gerhard und 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. und Trendafilov, Nickolay T. (10. May 2013): On the Procrustean analogue of individual differences scaling (INDSCAL). Department of Statistics: Technical Reports, No.144 [PDF, 933kB]

Unkel, Steffen und 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. und Wiencierz, Andrea (2013): An Imprecise boosting-like approach to regression. Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne, 2.-5. Juli 2013. Cozman, Fabio; Denoeux, Thierry; Destercke, Sebastien und Seidfenfeld, Teddy (eds.) : In: ISIPTA '13: Proceedings of the Eighth International Symposium on Imprecise Probability: Theories and Applications, Compiègne: SIPTA. pp. 345-354

Valliant, Richard; Dever, Jill und Kreuter, Frauke (2013): Practical Tools for Designing and Weighting Survey Samples. New York: Springer.

Wanka, Eva R.; Bayerstadler, Andreas; Heumann, Christian; Nowak, Dennis ORCID logoORCID: https://orcid.org/0000-0001-7871-8686; Jörres, Rudolf A. ORCID logoORCID: https://orcid.org/0000-0002-9782-1117 und 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. und 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 und 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 und 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 und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 und Heumann, Christian (2013): Regularized proportional odds models. In: Journal of Statistical Computation and Simulation: pp. 1-18

Zahid, Faisal M. und 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. und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Krautwald-Junghanns, Maria und 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

2012

Antonucci, Alessandro; Cattaneo, Marco E. G. V. und Corani, Giorgio (2012): Likelihood-Based Robust Classification with Bayesian Networks. In: Greco, Salvatore; Bouchon-Meunier, Bernadette; Coletti, Giulianella; Fedrizzi, Mario; Matarazzo, Benedetto und 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 und 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. und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Hansell, David M.; Wells, Athol U. und 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 und Jacobebbinghaus, Peter (2012): Generating Useful Test Data for Complex Linked Employer-Employee Datasets. In: Domingo-Ferrer, Josep und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Heene, Moritz; Bühner, Markus und 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 und 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 und 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 und 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 und 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 und Tutz, Gerhard (2012): Regularization and Model Selection with Categorial Effect Modifiers. In: Statistica Sinica, Vol. 22: pp. 957-982

Groll, Andreas ORCID logoORCID: https://orcid.org/0000-0002-6628-3539 und Tutz, Gerhard (2012): Regularization for Generalized Additive Mixed Models by Likelihood-Based Boosting. In: Methods of Information in Medicine, Vol. 51, No. 2: pp. 168-77

Groll, Andreas und 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 und 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 und Tutz, Gerhard (12. June 2012): Clustering in linear mixed models with a group fused lasso penalty. Department of Statistics: Technical Reports, No.123 [PDF, 606kB]

Heinzl, Felix; Kneib, Thomas und 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 und Tutz, Gerhard (2012): Clustering in linear mixed models with Dirichlet process mixtures using EM algorithm. 27th International Workshop on Statistical Modelling, Prag, 16.-20. Juli 2012. Komárek, Arnošt und Nagy, Stanislav (eds.) : In: Proceedings of the 27st International Workshop on Statistical Modelling, Prag, pp. 153-158

Herberich, Esther und 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 und 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 und 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 und Müller, Jörg (2012): Large-scale model-based assessment of deer-vehicle collision risk.
In: PLOS ONE 7(2), e29510 [PDF, 732kB]

Hothorn, Torsten; Brandl, Roland und Müller, Jörg (2012): Large-scale model-based assessment of deer-vehicle collision risk.
In: PLOS ONE 7(2), e29510 [PDF, 728kB]

Kalus, Stefanie (2012): Biostatistical Modeling and Analysis of Combined fMRI and EEG Measurements. München: Dr. Hut Verlag.

Kauermann, Göran; Haupt, Harry und 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 und 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 und 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 [PDF, 718kB]

Kauermann, Göran; Teuber, Timo und Flaschel, Peter (2012): Exploring US Business Cycles with Bivariate Loops using Penalized Spline Regression. In: Computational Economics, Vol. 39: pp. 409-427

Kauermann, Göran und 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 ORCID logoORCID: https://orcid.org/0000-0001-7871-8686; Mutius, Erika von und Radon, Katja ORCID logoORCID: https://orcid.org/0000-0002-5271-3972 (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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Thurner, Paul W. (2012): Effects of different spatial modelling: Ruralisation of the NSDAP in the Weimar Republic? 27th International Workshop on Statistical Modelling, Prag, 16.-20. Juli 2012. Komárek, Arnošt und Nagy, Stanislav (eds.) : In: Proceedings of the 27st International Workshop on Statistical Modelling, Prag,

Kohler, Ulrich und Kreuter, Frauke (2012): Data Analysis Using Stata. 3 ed.. College Station, Texas: Stata Press.

Kohler, Ulrich und Kreuter, Frauke (2012): Datenanalyse mit Stata. 4 ed.. München: Oldenbourg.

Komlos, John und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Jauch, Karl-Walter und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Augustin, Thomas und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Schermelleh, Lothar; Cremer, Thomas und 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 und 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 und 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: p. 6

Meyer, Sebastian; Elias, Johannes und Höhle, Michael (June 2012): A space-time conditional intensity model for invasive meningococcal disease occurrence. In: Biometrics, Vol. 68, No. 2: pp. 607-616 [PDF, 4MB]

Meyer-Kayser, Elisabeth; Hoffmann, Lothar; Silaghi, Cornelia; Pfister, Kurt; Mahling, Monia und 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 und Stucke, Rüdiger (2012): Realistische versus regulatorische Bewertung von Beteiligungsrisiken in Solvency II. In: Absolut report, Vol. 4: pp. 44-53

Mittnik, Stefan und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Engels, Nina A.; Noel, Peter B.; Rummeny, Ernst und Englmeier, Karl H. (2012): Stepwise heterogeneity analysis of breast tumors in perfusion DCE-MRI datasets. In: Molthen, Robert C. und Weaver, John B. (eds.) : Medical Imaging 2012: Biomedical Applications in Molecular, Structural and Functional Imaging. Proceedings SPIE, Vol. 8317. 83171K

Monecke, Armin und 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 und 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 und Tutz, Gerhard (2012): Categorial effect modifiers in generalized linear models. 20th International Conference on COMPUTATIONAL STATISTICS (COMPSTAT 2012), Limassol, 27.-31. August 2012. Colubi, Ana; Fokianos, Konstantinos; Kontoghiorghes, Erricos John und Gonzalez-Rodriguez, G. (eds.) : In: Proceedings of COMPSTAT 2012,

Petry, Sebastian und 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 und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Jauch, Karl-Walter und 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. und 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. und 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 und Tutz, Gerhard (2012): Effect Stars for Categorical Response Models. 27th International Workshop on Statistical Modelling, Prag, 16.-20. Juli 2012. Komárek, Arnošt und Nagy, Stanislav (eds.) : In: Proceedings of the 27st International Workshop on Statistical Modelling, Prag,

Scheipl, Fabian; Fahrmeir, Ludwig und 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 und 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 und 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 [PDF, 446kB]

Schmid, Matthias; Hothorn, Torsten; Krause, Friedemann und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Zimmer, Claus; Hemmer, Bernhard und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Jauch, Karl-Walter und 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; Garg, Gaurav und 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 und Heumann, Christian (2012): Simultaneous Prediction of Actual and Average Values of Study variable Using Stein-rule Estimators. In: Kumar, K. und 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 und 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: p. 191

Silaghi, Cornelia; Woll, Dietlinde; Mahling, Monia; Pfister, Kurt und 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: p. 285

Sommer, Julia C. und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (2012): Spatial two tissue compartment model for DCE-MRI. In: ArXiv

Sprauer, Stefanie; Döring, Dorothea; Herb, Ingird; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und 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 und Eckman, Stephanie (2012): Motivated Underreporting in Screening Interviews. In: Public Opinion Quarterly, Vol. 76, No. 3: pp. 453-469

Tutz, Gerhard; Pößnecker, Wolfgang und Uhlmann, Lorenz (21. June 2012): Variable Selection in General Multinomial Logit Models. Department of Statistics: Technical Reports, No.126 [PDF, 567kB]

Tutz, Gerhard (2012): Regression for Categorical Data. Cambridge: Cambridge University Press.

Tutz, Gerhard und Petry, Sebastian (2012): Nonparametric Estimation of the Link Function Including Variable Selection. In: Statistics and Computing, Vol. 21: pp. 545-561

Tutz, Gerhard und Pößnecker, Wolfgang (2012): Variable Selection for the Multinomial Logit Model. 27th International Workshop on Statistical Modelling, Prag, 16.-20. Juli 2012. Komárek, Arnošt und Nagy, Stanislav (eds.) : In: Proceedings of the 27st International Workshop on Statistical Modelling, Prag, pp. 339-344

Walter, Gero (4. October 2012): A Technical Note on the Dirichlet-Multinomial Model. The Dirichlet Distribution as the Canonically Constructed Conjugate Prior. Department of Statistics: Technical Reports, No.131 [PDF, 432kB]

Wiencierz, Andrea und 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 und 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 und 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 und 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 und 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. und Heumann, Christian (2012): Response shrinkage estimation in multinomial logit models. In: Journal of Statistical Planning and Inference, Vol. 142, No. 1: pp. 95-109

2011

Fischer, Daniel; Bonß, Wolfgang; Augustin, Thomas; Bader, Felix; Pichlbauer, Michaela und 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 und 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. und 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. und Corani, Giorgio (2011): Likelihood-Based Naive Credal Classifier. Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011. Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (eds.) : In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 21-30

Augustin, Thomas und Cattaneo, Marco E. G. V. (2011): Foundations of Probability. In: Lovric, Miodrag (ed.) : International Encyclopedia of Statistical Science. Berlin: Springer. pp. 542-544

Baker, Rebecca; Coolen-Schrijner, Pauline; Coolen, Frank P.A. und Augustin, Thomas (2011): Nonparametric predictive inference for subcategory data. Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011. Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (eds.) : In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 41-50

Blom, Annelies und 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 und 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. und Wiencierz, Andrea (2011): Regression with Imprecise Data: A Robust Approach. Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011. Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (eds.) : In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 119-128

Coolen, Frank P. A.; Troffaes, Matthias C. M. und Augustin, Thomas (2011): Imprecise Probabilities. In: Lovric, Miodrag (ed.) : International Encyclopedia of Statistical Sciences. Berlin: Springer. pp. 645-648

Crossman, Richard J.; Abellan, Joaqín; Augustin, Thomas und Coolen, Frank P.A. (2011): Building Imprecise Classification Trees With Entropy Ranges. Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011. Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (eds.) : In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 129-138

Dolnicar, Sara; Grün, Bettina und 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 und 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 und 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 und 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. und Leisch, Friedrich (2011): Exploratory Analysis of Benchmark Experiments. In: Computational Statistics, Vol. 26, No. 4: pp. 699-710

Eugster, Manuel J.A. und 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 und 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 und 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 und 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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Kaczensky, Petra; Rauer, Georg; Jonozovic, Marko; Mustoni, Andrea und 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 ORCID logoORCID: https://orcid.org/0000-0003-3646-0714 und Radon, Katja ORCID logoORCID: https://orcid.org/0000-0002-5271-3972 (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 und 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. und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2011): Building cox-type structured hazard regression models with time-varying effects. In: Statistical Modelling, Vol. 11, No. 1: pp. 3-24

Hothorn, Torsten und 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 und 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 und 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 und Fahrmeir, Ludwig (2011): A Space-Time Study on Forest Health. In: Chandler, Richard und Scott, Marian (eds.) : Statistical Methods for Trend Detection and Analysis in the Environmental Sciences. Hoboken: Wiley & Sons. pp. 333-358

Kneib, Thomas; Knauer, Felix und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 und 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 und Willis, Gordon (eds.) : Question evaluation methods: Contributing to the Science of Data Quality. Chichester: Wiley. pp. 187-197

Kreuter, Frauke; McCullock, Susan; Presser, Stanley und 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 und Olson, Kristen (2011): Multiple auxiliary variables in nonresponse adjustment. In: Sociological Methods and Research, Vol. 40, No. 2: pp. 311-332

Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Augustin, Thomas und Kunz, Anne (2011): Partially identified prevalence estimation under misclassification using the Kappa coefficient. Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011. Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (eds.) : In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 237-246

Leisch, Friedrich; Eugster, Manuel J.A. und 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 und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und 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 und 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: p. 897

Mellert, Karl H.; Fensterer, Veronika; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Reger, Birgit; Kölling, Christian; Klemmt, Hans-Joachim und 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 und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Braren, Rickmer; Noel, Peter B. und 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 und 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 und 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 und Schneeweiß, Hans (2011): Panel regression with multiplicative measurement errors. In: Economics Letters, Vol. 110: pp. 136-139

Sakshaug, Joseph W. und 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 und 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. und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (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 und 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 und 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 und 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: p. 135

Schulze, Anja; Römmelt, Horst; Ehrenstein, Vera; Strien, Rob van; Praml, Georg; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Nowak, Dennis ORCID logoORCID: https://orcid.org/0000-0001-7871-8686 und Radon, Katja ORCID logoORCID: https://orcid.org/0000-0002-5271-3972 (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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Strickfaden, Hilmar; Ottmanna, Christian; Drexler, Guido A.; Mazurek, Belinda; Greubel, Christoph; Hable, Volker; Dollinger, Günther; Cremer, Thomas und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Ziller, Mario; Tackmann, Kirsten und 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 und 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 [PDF, 269kB]

Svejdar, Viola; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Fahrmeir, Ludwig und 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. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und 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 (ed.) : International Encyclopedia of Statistical Sciences. Berlin: Springer. pp. 1075-1077

Walter, Gero; Augustin, Thomas und Coolen, Frank P.A. (2011): On Prior-Data Conflict in Predictive Bernoulli Inferences. Seventh International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, 25.-28. Juli 2011. Coolen, Frank P.A.; Cooman, Gert de; Fetz, Thomas und Oberguggenberger, Michael (eds.) : In: ISIPTA '11, Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications, SIPTA. pp. 391-400

Wess, Gerhard; Butz, Verena; Mahling, Monia und 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. und Kreuter, Frauke (2011): Observational strategies associated with increased accuracy on interviewer observations - evidence from the National Survey of Family Growth. . In: Proceedings of the Survey Research Methods Section, Vol. 13

Whitcher, Brandon; Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; 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 und 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 und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (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 ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Kääb, Stefan und 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 und 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

2010

Kneib, Thomas und 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. und 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 und Hable, Robert (2010): On the impact of robust statistics on imprecise probability models: A review. In: Structural Safety, Vol. 32, No. 6: pp. 58-365

Becher, Anne M.; Mahling, Monia; Nielsen, Martin K. und Pfister, Kurt (2010): Selective anthelmintic therapy of horses in the federal states of Bavaria (Germany) and Salzburg (Austria): An investigation into strongyle egg shedding consistency. In: Veterinary Parasitology, Vol. 171, No. 1-2: pp. 116-122

Bretz, Frank; Hothorn, Torsten und Westfall, Peter (2010): Multiple Comparisons Using R. Boca Raton: CRC Press.

Buch, Claudia M. und Yener, Serkan (2010): Consumption volatility and financial openness. In: Applied Economics, Vol. 42, No. 28: pp. 3635-3649

Bässler, Claus; Müller, Jörg; Hothorn, Torsten; Kneib, Thomas; Badeck, Frank und Dziock, Frank (2010): Estimation of the extinction risk for high-montane species as a consequence of global warming and assessment of their suitability as cross-taxon indicators. In: Ecological Indicators, Vol. 10, No. 2: pp. 341-352

Bühlmann, Peter und Hothorn, Torsten (2010): Twin boosting. In: Statistics and Computing, Vol. 20, No. 2: pp. 119-138

Cattaneo, Marco E.G.V. (2010): Likelihood-based inference for probabilistic graphical models: Some preliminary results. Fifth European Workshop on Probabilistic Graphical Models, Helsinki, 13.-15. September 2010. In: Proceedings of the Fifth European Workshop on Probabilistic Graphical Models, HIIT Publications. pp. 57-64

Cattaneo, Marco E.G.V. (2010): Probabilistic-possibilistic belief networks. Vanguard Scientific Instruments in Management 2009, Radva, 1.-6. September 2009. Marchev, Angel; Angelov, Angel; Harizanova, Margarita; Mirchev, Milcho; Alexandrova, Matilda; Lambovska, Maya und Alexandria, Vasil (eds.) : In: Vanguard Scientific Instruments in Management 2009, Vol. 2 pp. 59-72

Dolnicar, Sara und Leisch, Friedrich (2010): Evaluation of structure and reproducibility of cluster solutions using the bootstrap. In: Marketing Letters, Vol. 21, No. 1: pp. 83-101

Dugas-Breit, Susanne; Przybilla, Bernhard; Dugas, Martin; Arnold, A.; Pfundstein, Georg; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Rueff, Franziska (2010): Serum concentration of baseline mast cell tryptase: Evidence for a decline during long-term immunotherapy for hymenoptera venom allergy. In: Clinical and Experimental Allergy, Vol. 40, No. 4: pp. 643-649

Eugster, Manuel J.A. und Leisch, Friedrich (2010): Weighted and robust archetypal analysis. In: Computational Statistics & Data Analysis, Vol. 55, No. 3: pp. 1215-1225

Fahrmeir, Ludwig; Kneib, Thomas und Konrath, Susanne (2010): Bayesian regularisation in structured additive regression: A unifying perspective on shrinkage, smoothing and predictor selection. In: Statistics and Computing, Vol. 20, No. 2: pp. 203-219

Gahlert, Michael; Röhling, Stefan; Wieland, Marco; Eichhorn, Stefan; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Kniha, Heinz (2010): A comparison study of the osseointegration of zirconia and titanium dental implants. A biomechanical evaluation in the maxilla of pigs. In: Clinical Implant Dentistry and Related Research, Vol. 12, No. 4: pp. 297-305

Gertheiss, Jan und Tutz, Gerhard (2010): Regularization and Model Selection with Categorial Effect Modifiers. Department of Statistics: Technical Reports, No.73 Statistica Sinica (to appear) [PDF, 2MB]

Gertheiss, Jan und Tutz, Gerhard (2010): Sparse modeling of categorial explanatory variables. In: The Annals of Applied Statistics, Vol. 4: pp. 2150-2180

Greven, Sonja; Crainiceanu, Ciprian; Caffo, Brian S. und Reich, Daniel S. (2010): Longitudinal functional principal component analysis. In: Electronic Journal of Statistics, Vol. 4: pp. 1022-1054

Greven, Sonja und Kneib, Thomas (2010): On the behaviour of marginal and conditional AIC in linear mixed models. In: Biometrika, Vol. 97, No. 4: pp. 773-789

Haas, Markus (2010): Covariance forecasts and long-run correlations in a Markov-switching model for dynamic correlations. In: Finance Research Letters, Vol. 7, No. 2: pp. 86-97

Haas, Markus (2010): Skew-normal mixture and markov-switching GARCH processes. In: Studies in Nonlinear Dynamics & Econometrics, Vol. 14, No. 4: pp. 1-54

Hansbauer, Miriam M.; Storch, Ilse; Knauer, Felix; Pilz, Stefan; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Végvári, Zsolt; Pimentel, Rafael G. und Metzger, Jean P. (2010): Landscape perception by forest understory birds in the atlantic rainforest: Black-and-white versus shades of grey. In: Landscape Ecology, Vol. 25, No. 3: pp. 407-417

Heinrich, Sabine; Thomas, Silke; Heumann, Christian; Kries, Rüdiger von ORCID logoORCID: https://orcid.org/0000-0003-3646-0714 und Radon, Katja ORCID logoORCID: https://orcid.org/0000-0002-5271-3972 (2010): Association between exposure to radiofrequency electromagnetic fields assessed by dosimetry and acute symptoms in children and adolescents: A population based cross-sectional study. In: Environmental Health, Vol. 9, No. 75

Herberich, Esther; Hothorn, Torsten; Nettle, Daniel und Pollet, Thomas V. (2010): A re-evaluation of the statistical model in Pollet and Nettle 2009. In: Evolution and Human Behavior, Vol. 31, No. 2: pp. 150-151

Herberich, Esther; Sikorski, Johannes und Hothorn, Torsten (29. March 2010): A robust procedure for comparing multiple means under heteroscedasticity in unbalanced designs.
In: PLOS ONE 5(3), e9788 [PDF, 575kB]

Hermelink, Kerstin; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Untch, Michael; Bauerfeind, Ingo; Lux, Michael; Bühner, Markus; Manitz, Juliane; Fensterer, Veronika und Munzel, Karin (2010): Two different sides of 'chemobrain': Determinants and nondeterminants of self-perceived cognitive dysfunction in a prospective, randomized, multicenter study. In: Psychooncology, Vol. 19, No. 12: pp. 1321-1328

Heumann, Christian (2010): James-Stein estimator. In: Lovric, Miodrag (ed.) : International Encyclopedia of Statistical Science. Berlin: Springer. pp. 699-701

Heumann, Christian und Grenke, Moritz (2010): An efficient model averaging procedure for logistic regression models using a bayesian estimator with laplace prior. In: Kneib, Thomas und Tutz, Gerhard (eds.) : Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. pp. 79-90

Heumann, Christian und Schomaker, Michael (2010): Multiple imputation. In: Lovric, Miodrag (ed.) : International Encyclopedia of Statistical Science. Berlin: Springer. pp. 892-895

Hothorn, Torsten; Bühlmann, Peter; Kneib, Thomas; Schmid, Matthias und Hofner, Benjamin (2010): Model-based boosting 2.0. In: Journal of Machine Learning Research, Vol. 11: pp. 1851-1855

Hothorn, Torsten und Müller, Jörg (2010): Large-scale reduction of ungulate browsing by managed sport hunting. In: Forest Ecology and Management, Vol. 260, No. 9: pp. 1416-1423

Höhle, Michael (2010): Online Changepoint Detection in Categorical Time Series. In: Kneib, Thomas und Tutz, Gerhard (eds.) : Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Berlin, Heidelberg: Physica-Verlag. pp. 377-397

Höhle, Michael und Mazick, Anne (2010): Aberration detection in R illustrated by Danish mortality monitoring. In: Kass-Hout, Taha und Zhang, Xaiohui (eds.) : Biosurveillance: A Health Protection Priority. London: CRC Press. pp. 215-238

Hölzel, Christina S.; Harms, Katrin S.; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Kunz, Anne; Mueller, Christa; Meyer, Karsten; Schwaiger, Karin und Bauer, Johann (2010): Phenotypic and genotypic bacterial antimicrobial resistance in liquid pig manure is variously associated with contents of tetracyclines and sulfonamides. In: Journal of Applied Microbiology, Vol. 108, No. 5: pp. 1642-1656

Hölzel, Christina S.; Schwaiger, Karin; Harms, Katrin S.; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Kunz, Anne; Meyer, Karsten; Müller, C. und Bauer, Johann (2010): Sewage sludge and liquid pig manure as possible sources of antibiotic resistant bacteria. In: Environmental Research, Vol. 110, No. 4: pp. 318-326

Karakas, Mahir; Baumert, Jens; Greven, Sonja; Ruckerl, Regina; Peters, Annette und Koenig, Wolfgang (2010): Reproducibility in serial C-reactive protein and Interleukin-6 measurements in post-myocardial infarction patients: Results from the AIRGENE study. In: Clinical Chemistry, Vol. 56, No. 5: pp. 861-8641

Kauermann, Göran und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2010): Stichproben. Methoden und praktische Umsetzung mit R. Berlin: Springer.

Knauer, Felix; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Pilz, Stefan (2010): A statistical analysis of the relationship between red fox Vulpes vulpes and its prey species (grey partridge Perdix perdix, brown hare Lepus europaeus and rabbit Oryctolagus cuniculus) in Western Germany from 1958 to 1998. In: Wildlife Biology, Vol. 16, No. 1: pp. 56-65

Kneib, Thomas; Brezger, Andreas und Crainiceanu, Ciprian M. (2010): Generalized semiparametric regression models with nonparametric effects of covariates measured with error. In: Kneib, Thomas (ed.) : Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. pp. 133-154

Kukush, Alexander; Malenko, Andrii; Schneeweiß, Hans und Shalabh (2010): Optimality of quasi-score in the multivariate mean-variance model with an application to the zero-inflated Poisson model with measurement errors. In: Statistics, Vol. 44, No. 4: pp. 381-396

Kärcher, Julia C. und Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (2010): Two tissue compartment model in DCE-MRI: A Bayesian approach. 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, 14.-17. April 2010. In: Biomedical Imaging: From Nano to Macro, Vol. 3 pp. 724-727

Lamina, Claudia; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Chang-Claude, Jenny; Paulwever, Bernhard; Wichmann, Heinz-Erich; Illig, Thomas; Höhe, Margret R.; Kronenberg, Florian und Heid, Iris (2010): Haplotype misclassification resulting from statistical reconstruction and genotype error, and its impact on association estimates. In: Annals of Human Genetics, Vol. 74, No. 5: pp. 452-462

Leisch, Friedrich (2010): Neighborhood graphs, stripes and shadow plots for cluster visualization. In: Statistics and Computing, Vol. 20, No. 4: pp. 457-469

Lorenz, Katrin; Bruhn, Gerlinde; Netuschil, Lutz; Heumann, Christian und Hoffmann, Thomas (2010): Selection of designs and parameters for clinical trials on mouth rinses. In: British Journal of Clinical Pharmacology, Vol. 70, No. s1: p. 21

Mansmann, Ulrich; Schmidberger, Markus; Strobl, Ralf und Jurinovic, Vindi (2010): Indirect Comparison of Interaction Graphs. In: Kneib, Thomas und Tutz, Gerhard (eds.) : Statistical Modelling and Regression Structures -- Festschrift in Honour of Ludwig Fahrmeir. Physica-Verlag. p. 472

Mittnik, Stefan und Starobinskaya, Irina (2010): Modeling dependencies in operational risk with hybrid Bayesian networks. In: Methodology and Computing in Applied Probability, Vol. 12, No. 3: pp. 379-390

Nicodemus, Kristin; Malley, James; Strobl, Carolin und Ziegler, Andreas (2010): The behaviour of random forest permutation-based variable importance measures under predictor correlation. In: BMC Bioinformatics: pp. 11-110

Robinzonov, Nikolay und Hothorn, Torsten (2010): Boosting for estimating spatially structured additive models. In: Kneib, Thomas (ed.) : Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. pp. 181-196

Robinzonov, Nikolay und Wohlrabe, Klaus (2010): Freedom of choice in macroeconomic forecasting. In: CESifo Economic Studies, Vol. 56, No. 2: pp. 192-220

Rueff, Franziska; Przybilla, Bernhard; Bilo, Maria B.; Müller, Ulrich; Scheipl, Fabian; Arberer, Werner; Birnbaum, Joelle; Bodzenta-Lukaszyk, Anna; Bonifazi, Floriano; Bucher, Christoph; Campi, Paolo; Darsow, Ulf; Egger, Cornelia; Haeberli, Gabrielle; Hawranek, Thomas; Kucharewicz, Iwona; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und Wüthrich, Brunello (2010): Predictors of side effects during the buildup phase of venom immunotherapy for hymenoptera venom allergy: The importance of baseline serum tryptase. In: Journal of Allergy and Clinical Immunology, Vol. 126, No. 1: pp. 105-111

Rummel, David; Augustin, Thomas und Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 (2010): Correction for covariate measurement error in nonparametric longitudinal regression. In: Biometrics, Vol. 66, No. 4: pp. 1209-1219

Scharl, Teresa; Grün, Bettina und Leisch, Friedrich (2010): Mixtures of regression models for time course gene expression data: Evaluation of initialization and random effects. In: Bioinformatics, Vol. 26, No. 3: pp. 370-377

Scheuerle, Miriam C.; Mahling, Monia; Muntwyler, Jeannette und Pfister, Kurt (2010): The accuracy of the FAMACHA (c)-method in detecting anaemia and haemonchosis in goat flocks in Switzerland under field conditions. In: Veterinary Parasitology, Vol. 170, No. 1-2: pp. 71-77

Schmid, Matthias; Potapov, Sergej; Pfahlberg, Annette und Hothorn, Torsten (2010): Estimation and regularization techniques for regression models with multidimensional prediction functions. In: Statistics and Computing, Vol. 20, No. 2: pp. 139-150

Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 (2010): Kinetic models for cancer imaging. In: Advances in Computatial Biology, Vol. 680: pp. 549-557

Schneeweiß, Hans; Komlos, John und Ahmad, Amar S. (2010): Symmetric and asymmetric rounding: A review and some new results. In: ASTA Advances in Statistical Analysis, Vol. 94, No. 3: pp. 247-271

Schneeweiß, Hans und Ronning, Gerd (2010): Multiple linear panel regression with multiplicative random noise. In: Kneib, Thomas (ed.) : Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. pp. 399-417

Schneider, Christian P.; Fertmann, Jan; Geiger, Simon; Wolf, Hilde; Biermaier, Helga; Hofner, Benjamin; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Jauch, Karl-Walter und Hartl, Wolfgang H. (2010): Long-term survival after surgical critical illness the impact of prolonged preceding organ support therapy. In: Annals of Surgery, Vol. 251, No. 6: pp. 1145-1153

Schomaker, Michael; Wan, Alan T. K. und Heumann, Christian (2010): Frequentist model averaging with missing observations. In: Computational Statistics & Data Analysis, Vol. 54, No. 12, Sp. Iss. SI): pp. 3336-3347

Schosser, Alexandra; Fuchs, Karen; Scharl, Teresa; Schloegelhofer, Monika; Kindler, Jochen; Mossaheb, Nilufar; Kaufmann, Rainer M.; Leisch, Friedrich; Kaspar, Siegfried; Sieghart, Werner und Aschauer, Harald N. (2010): Interaction between serotonin 5-HT2A receptor gene and dopamine transporter (DAT1) gene polymorphisms influences personality trait of persistence in Austrian caucasians. In: World Journal of Biological Psychiatry, Vol. 11, No. 2: pp. 417-424

Slawski, Martin; Castell, Wolfgang zu und Tutz, Gerhard (2010): Feature Selection Guided by Structural Information. In: Annals of Applied Statistics, Vol. 4, No. 2: pp. 1056-1080

Spanhel, Fabian (2010): Der Einfluss der Körpergröße auf Lohnhöhe und Berufswahl: Aktueller Forschungsstand und neue Ergebnisse auf Basis des Mikrozensus. In: Wirtschaft und Statistik: pp. 170-178

Spiess, Martin und Tutz, Gerhard (2010): Logistische Regressionsverfahren für mehrkategoriale Zielvariablen. In: Schmitz, Bernhard und Holling, Heinz (eds.) : Handbuch der psychologischen Methoden und Evaluation. Göttingen: Hogrefe Verlag. pp. 509-517

Strobl, Carolin (2010): Das Rasch-Modell. Eine verständliche Einführung für Studium und Praxis. Mering: Hampp Verlag.

Strobl, Carolin; Dittrich, Christian; Seiler, Christian; Hackensperger, Sandra und Leisch, Friedrich (2010): Measurement and predictors of a negative attitude towards statistics among LMU students. In: Kneib, Thomas (ed.) : Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. pp. 217-230

Strobl, Carolin; Kopf, Julia und Zeileis, Achim (2010): Wissen Frauen weniger oder nur das Falsche? Ein statistisches Modell für unterschiedliche Aufgaben-Schwierigkeiten in Teilstichproben. In: Trepte, Sabine und Verbeet, Markus (eds.) : Allgemeinbildung in Deutschland - Erkenntnisse aus dem SPIEGEL-Studentenpisa. Wiesbaden: Springer VS. pp. 255-272

Tutz, Gerhard (2010): Editorial: Regularisation methods in regression and classification. In: Statistics and Computing, Vol. 20: pp. 117-118

Tutz, Gerhard (2010): Regression für Zählvariablen. In: Best, Henning und Wolf, Christof (eds.) : Handbuch der sozialwissenschaftlichen Datenanalyse. München: Vahlen Verlag. pp. 859-876

Tutz, Gerhard und Gertheiss, Jan (2010): Feature extraction in signal regression: A boosting technique for functional data regression. In: Journal of Computational and Graphical Statistics, Vol. 19: pp. 154-174

Tutz, Gerhard ORCID logoORCID: https://orcid.org/0000-0002-6628-3539 und Groll, Andreas (2010): Generalized linear mixed models based on boosting. In: Kneib, Thomas (ed.) : Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag, Springer. pp. 197-215

Tutz, Gerhard und Strobl, Carolin (2010): Generalisierte lineare Modelle. In: Schmitz, Bernhard und Holling, Heinz (eds.) : Handbuch der psychologischen Methoden und Evaluation. Göttingen: Hogrefe Verlag. pp. 461-471

Walter, Gero und Augustin, Thomas (2010): Bayesian Linear Regression - Different Conjugate Models and their (In)Sensitivity to Prior-Data Conflict. In: Kneib, Thomas (ed.) : Statistical Modelling and Regression Structures - Festschrift in Honour of Ludwig Fahrmeir. Heidelberg: Physica-Verlag. pp. 59-78

Wess, Gerhard; Daisenberger, Patricia; Mahling, Monia; Hirschberger, Johannes und Hartmann, Katrin (2010): The utility of NT-proBNP to detect and to differentiate severity grades of hypertrophic cardiomyopathy in cats. In: Veterinary Clinical Pathology, Vol. 40, No. 2: pp. 237-244

Wess, Gerhard; Schinner, Christel; Weber, Karin; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Hartmann, Katrin (2010): Association of A31P and A74T polymorphisms in the myosin binding protein C3 gene and hypertrophic cardiomyopathy in maine coon and other breed cats. In: Journal of Veterinary Internal Medicine, Vol. 24, No. 3: pp. 527-532

Wess, Gerhard; Simak, Julia; Mahling, Monia und Hartmann, Katrin (2010): Cardiac troponin i in doberman pinschers with cardiomyopathy. In: Journal of Veterinary Internal Medicine, Vol. 24, No. 4: pp. 843-849

Wiesenfarth, Manuel und Kneib, Thomas (2010): Bayesian geoadditive sample selection models. In: Journal of the Royal Statistical Society: Series C (Applied Statistics), Vol. 59, No. 3: pp. 381-404

Wilbert-Lampen, Ute; Nickel, Thomas; Leistner, David; Güthlin, Denise; Matis, Tomas; Voelker, Christoph; Sper, Sebastian; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Kääb, Stefan und Steinbeck, Gerhard (2010): Modified serum profiles of inflammatory and vasoconstrictive factors in patients with emotional stress-induced acute coronary syndrome during world cup soccer 2006. In: Journal of the American College of Cardiology, Vol. 55, No. 7: pp. 637-642

de Montera, Béatrice; Zeihery, Dalia E.; Müller, Sigrid; Jammes, Hélène; Brem, Gottfried; Reichenbach, Horst-Dietrich; Scheipl, Fabian; Chavatte-Palmer, Pascale; Zakhartchenko, Valeri; Schmitz, Oliver J.; Wolf, Eckhard; Renard, Jean-Paul und Hiendleder, Stefan (2010): Quantification of Leukocyte Genomic 5-Methylcytosine Levels Reveals Epigenetic Plasticity in Healthy Adult Cloned Cattle. In: Cellular Reprogramming, Vol. 12, No. 2: pp. 175-181

2009

(2009): Proceedings of ISIPTA'09. Fifth International Symposium on Imprecise Probabilities and Their Applications.

Absmanner, Evelin; Rouha-Mülleder, Cornelia; Scharl, Teresa; Leisch, Friedrich und Troxler, Josef (2009): Effects of different housing systems on the behaviour of beef bulls - An on-farm assessment on Austrian farms. In: Applied Animal Behaviour Science, Vol. 118: pp. 12-19

Alexopoulos, Panagiotis; Günther, Florian; Popp, Julius; Jessen, Frank; Peters, Oliver; Wolf, Stefanie; Kneib, Thomas; Kurz, Alexander; Richter-Schmidinger, Tanja; Lewczuk, Piotr; Bleich, Stefan; Wiltfang, Jens und Kornhuber, Johannes (2009): Plasma homocysteine and cerebrospinal fluid (CSF) neurodegeneration biomarkers in mild cognitive impairment (MCI) and dementia. In: Journal of the American Geriatrics Society, Vol. 57, No. 4: pp. 737-739

Beyersmann, Jan; Kneib, Thomas; Schumacher, Martin und Gastmeier, Petra (2009): Nosocomial infection, length of stay and time-dependent bias. In: Infection Control & Hospital Epidemiology, Vol. 30: pp. 273-276

Botsch, Veronika; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Hirschberger, Johannes (2009): Retrospective study of 871 dogs with thrombocytopenia. In: Veterinary Record, Vol. 164, No. 21: pp. 647-651

Boulesteix, Anne-Laure und Slawski, Martin (2009): Stability and aggregation of ranked gene lists. In: Briefings in Bioinformatics, Vol. 10: pp. 556-568

Boulesteix, Anne-Laure und Strobl, Carolin (2009): Optimal classifier selection and negative bias in error rate estimation: An empirical study on high-dimensional prediction. In: BMC Medical Research Methodology, Vol. 9, No. 85

Breitner, Susanne; Stölzel, Matthias; Cyrys, Josef; Pitz, Mike; Wölke, Gabriele; Kreyling, Wolfgang; Küchenhoff, Helmut; Heinrich, Joachim; Wichmann, Heinz-Erich und Peters, Annette (2009): Short-term mortality rates during a decade of improved air quality in Erfurt, Germany. In: Environmental Health Perspectives, Vol. 117, No. 3: pp. 448-454

Bronevich, Andrej und Augustin, Thomas (2009): Approximation of coherent lower probabilities by 2-monotone measures. Fifth International Symposium on Imprecise Probabilities and their Applications, Prag, 16.-19. Juli 2007. In: Fifth International Symposium on Imprecise Probabilities and their Applications, Durham (UK): pp. 61-69

Cattaneo, Marco E.G.V. (2009): A generalization of credal networks. Sixth International Symposium on Imprecise Probability: Theories and Applications, Durham, 14.-18. Juli 2009. Augustin, Thomas; Coolen, Frank P.A.; Moral, Serafín und Troffaes, Matthias C.M. (eds.) : In: ISIPTA'09, Proceedings of the Sixth International Symposium on Imprecise Probability: Theories and Applications, pp. 79-88

Coolen, Frank P.A. und Augustin, Thomas (2009): A nonparametric predictive alternative to the imprecise Dirichlet model: The case of a known number of categories. In: International Journal of Approximate Reasoning, Vol. 50: pp. 217-230

Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Augustin, Thomas; Troffaes, Matthias C.M. und Gupta, S. (2009): Imprecision in Statistical Theory and Practice. Greensboro: Grace.

Coolen-Schrijner, Pauline; Coolen, Frank P.A.; Troffaes, Matthias C.M. und Augustin, Thomas (2009): Imprecision in statistical theory and practice. In: Journal of Statistical Theory and Practice, Vol. 3: pp. 1-9

Copley, Susan; Giannarou, Stamatia; Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Hansell, David M. und Yang, Guang-Zhong (2009): Objective evaluation of lung morphology on thin-section CT using fractal dimension analysis: A comparative study between >75 and <55 year old individuals. In: Journal of Thoracic Imaging, Vol. 24, No. 3

Crispin, Alexander; Birkner, Bernhard; Munte, Axel; Nusko, Gerhard und Mansmann, Ulrich (2009): Process quality and incidence of acute complications in a series of more than 230 000 outpatient colonoscopies. In: Endoskopy, Vol. 41, No. 12: pp. 1018-1025

D'Andrilli, Antonio; Andreetti, Claudio; Ibrahim, Mohsen; Ciccone, Anna Maria; Venuta, Frederico; Mansmann, Ulrich und Rendina, Erino A. (2009): A prospective randomized study to assess the efficacy of a surgical sealant to treat air leaks in lung surgery. In: European Journal of Cardio-Thoracic Surgery, Vol. 35, No. 5: pp. 817-821

Dolnicar, Sara; Kaiser, Sebastian; Matus, Katrina und Vialle, Wilma (2009): Can Australian universities take measures to increase the lecture attendance of marketing students? In: Journal of Marketing Education, Vol. 31, No. 3: pp. 203-211

Döring, Dorothea; Roscher, Anita; Scheipl, Fabian; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Erhard, Michael H. (2009): Fear-related Behaviour of Dogs in Veterinary Practice. In: The Veterinary Journal, Vol. 182, No. 1: pp. 38-43

Einbeck, Jochen und Augustin, Thomas (2009): On design-weighted local fitting and its relation to the Horvitz-Thompson estimator. In: Statistica Sinica, Vol. 19: pp. 103-123

Eravci, Murat; Mansmann, Ulrich; Broedel, Oliver; Weist, Stephanie; Bütow, Sandra; Wittke, Janosch; Brunkau, Cindy; Hummel, Manuela; Eravci, Selda und Baumgartner, Andreas (2009): Strategies for a reliable biostatistical analysis of differentially expressed spots from two-dimensional electrophoresis gels. In: Journal of Proteom Research, Vol. 8, No. 5: pp. 2601-2607

Eugster, Manuel J.A. und Leisch, Friedrich (2009): From Spider-man to Hero - archetypal analysis in R. In: Journal of Statistical Software, Vol. 30, No. 8: pp. 1-23

Everitt, Brian S. und Hothorn, Torsten (2009): A Handbook of Statistical Analyses Using R. 2nd edition. Boca Raton: CRC Press.

Fahrmeir, Ludwig und Kneib, Thomas (2009): Discussion on "Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations" by Rue, H., Martino, S. and Chopin, N. In: Journal of the Royal Statistical Society B, Vol. 71

Fahrmeir, Ludwig; Kneib, Thomas und Lang, Stefan (2009): Regression - Modelle, Methoden und Anwendungen. 2nd edition. Berlin: Springer Verlag.

Fleckenstein, Johannes; Kramer, Sybille; Hoffrogge, Phillip; Thoma, Sarah; Lang, Phillip M.; Lehmeyer, Lukas; Schober, Gabriel M.; Pfab, Florian; Ring, Johannes; Weisenseel, Peter; Schotten, Klaus J.; Mansmann, Ulrich und Irnich, Dominik (2009): Acupuncture in acute herpes zoster pain therapy (ACUZoster) - design and protocol of a randomised controlled trial. In: BMC Complementary and Alternative Medicine, Vol. 9

Ganten, Tom M.; Sykora, Jaromir; Koschny, Roland; Batke, Emanuela; Aulmann, Sebastian; Mansmann, Ulrich; Stremmel, Wolfgang; Sinn, Hans-Peter und Walczak, Henning (2009): Prognostic significance of tumour necrosis factor-related apoptosis-inducing ligand (TRAIL) receptor expression in patients with breast cancer. In: Journal of Molecular Medicine, Vol. 87, No. 10: pp. 995-1007

Gertheiss, Jan und Tutz, Gerhard (2009): Feature selection and weighting by nearest neighbor ensembles. In: Chemometrics and Intelligent Laboratory Systems, Vol. 99: pp. 30-38

Gertheiss, Jan und Tutz, Gerhard (2009): Penalized regression with ordinal predictors. In: International Statistical Review, Vol. 77: pp. 345-365

Gertheiss, Jan und Tutz, Gerhard (2009): Supervised feature selection in mass spectrometry based proteomic profiling by blockwise boosting. In: Bioinformatics, Vol. 25: pp. 1076-1077

Gertheiss, Jan und Tutz, Gerhard (2009): Variable scaling and nearest neighbor methods. In: Journal of Chemometrics, Vol. 23: pp. 149-151

Gertheiss, Jan und Tutz, Gerhard (2009): Statistische Tests. In: Schwaiger, Manfred und Meyer, Anton (eds.) : Theorien und Methoden der Betriebswirtschaft. München: Vahlen. pp. 439-454

Haas, Markus (2009): Modelling skewness and kurtosis with the skewed gauss-laplace sum distribution. In: Applied Economics Letters, Vol. 16: pp. 1277-1283

Haas, Markus (2009): Persistence in volatility, conditional kurtosis, and the taylor property in absolute value GARCH processes. In: Statistics & Probability Letters, Vol. 79: pp. 1674-1683

Haas, Markus (2009): Value-at-risk via mixture distributions reconsidered. In: Applied Mathematics and Computation, Vol. 216: pp. 2103-2119

Haas, Markus und Mittnik, Stefan (2009): Portfolio selection with common correlation mixture models. In: Bol, Georg; Rachev, Svetlozar T. und Würth, Reinhold (eds.) : Risk Assessment: Decisions in Banking in Finance. Heidelberg: Physica-Verlag. pp. 47-76

Haas, Markus; Mittnik, Stefan und Paolella, Marc S. (2009): Asymmetric multivariate normal mixture GARCH. In: Computational Statistics & Data Analysis, Vol. 53: pp. 2129-2154

Haas, Markus; Mittnik, Stefan und Yener, Tina (2009): Korrelationsbasierte Diversifikation - ein zukunftsfähiger Ansatz? In: Absolut Report, Vol. 52: pp. 44-53

Haas, Markus und Pigorsch, Christian (2009): Financial economics: Fat-tailed distributions. In: Meyers, Robert A. (ed.) : Encyclopedia of Complexity and Systems Science. New York: Springer. pp. 46-78

Henschel, Volkmar; Engel, Jutta; Hölzel, Dieter und Mansmann, Ulrich (2009): A semiparametric Bayesian proportional hazards model for interval censored data with frailty effects. In: BMC Medical Research Methodology, Vol. 9

Hofner, Benjamin; Hothorn, Torsten; Kneib, Thomas und Schmid, Matthias (10. December 2009): A Framework for Unbiased Model Selection Based on Boosting. Department of Statistics: Technical Reports, No.72 [PDF, 914kB]

Hothorn, Ludwig A. und Hothorn, Torsten (2009): Order-restricted scores test for the evaluation of population-based case-control studies when the genetic model is unknown. In: Biometrical Journal, Vol. 51, No. 4: pp. 659-669

Hothorn, Ludwig A.; Vaeth, Michael und Hothorn, Torsten (2009): Trend tests for the evaluation of exposure-response relationships in epidemiological exposure studies. In: Epidemiologic Perspectives & Innovations 6: pp. 1-10 [PDF, 249kB]

Höhle, Joachim und Höhle, Michael (2009): Accuracy assessment of digital elevation models by means of robust statistical methods. In: ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 64: pp. 398-406

Höhle, Michael (2009): Additive-multiplicative regression models for spatio-temporal epidemics. In: Biometrical Journal, Vol. 51, No. 6: pp. 961-978

Höhle, Michael; Paul, Michaela und Held, Leonhard (2009): Statistical approaches to the surveillance of infectious diseases for veterinary public health. In: Preventive Veterinary Medicine, Vol. 91, No. 1: pp. 2-10

Kalus, Stefanie; Kneib, Thomas; Steiger, Axel; Holsboer, Florian und Yassouridis, Alexander (2009): A new strategy to analyze possible association structures between dynamic nocturnal hormone activities and sleep alterations in humans. In: American Journal of Physiology- Regulatory, Integrative and Comparative Physiology, Vol. 296, No. 4: pp. 1216-1227

Kauermann, Göran; Krivobokova, Tatyana und Fahrmeir, Ludwig (2009): Some Asymptotic Results on Generalized Penalized Spline Smoothing. In: Journal of the Royal Statistical Society: Series B (Statistical Methodology), Vol. 71, No. 2: pp. 487-503

Khatab, Khaled und Fahrmeir, Ludwig (2009): Analysis of childhood morbidity with geoadditive probit and latent variable model: A case study for egypt. In: The American Journal of Tropical Medicine and Hygiene, Vol. 81, No. 1: pp. 116-128

Kneib, Thomas (2009): Exploratory data analysis. In: Modern Computational Science 2009. Oldenburg: Oldenburg University Press.

Kneib, Thomas; Hothorn, Torsten und Tutz, Gerhard (2009): Variable Selection and Model Choice in Geoadditive Regression Models. In: Biometrics, Vol. 65, No. 2: pp. 626-634

Krink, Thiemo; Mittnik, Stefan und Paterlini, Sandra (2009): Differential evolution and combinatorial search for constrained index tracking. In: Annals of Operations Research, Vol. 172: pp. 153-176

Krämer, Nicole; Schäfer, Juliane und Boulesteix, Anne-Laure (2009): Regularized estimation of large-scale gene association networks using graphical gaussian models. In: BMC Bioinformatics, Vol. 10: pp. 1-24 [PDF, 604kB]

Kukush, Alexander; Malenko, Andrii und Schneeweiß, Hans (2009): Optimality of the quasi-score estimator in a mean-variance model with applications to measurement error models. In: Journal of Statistical Planning and Inference, Vol. 139: pp. 3461-3472

Kühnlein, Anja; Heumann, Christian; Thomas, Silke; Heinrich, Sabine und Radon, Katja ORCID logoORCID: https://orcid.org/0000-0002-5271-3972 (2009): Personal exposure to mobile communication networks and well-being in children - A statistical analysis based on a functional approach. In: Bioelectromagnetics, Vol. 30, No. 4: pp. 261-269

Lesaffre, Emmanuel; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Mwalili, Samuel M. und Declerck, Dominique (2009): On the estimation of the misclassification table for finite count data with an application in caries research. In: Statistical Modelling, Vol. 9, No. 2: pp. 99-118

Maloney, Kelly O.; Weller, Donald E.; Russell, Marc J. und Hothorn, Torsten (2009): Classifying the biological condition of small streams: An example using benthic macroinvertebrates. In: Journal of the North American Benthological Society, Vol. 28, No. 4: pp. 869-884

Mansmann, Ulrich (2009): Design and reporting of clinical research: Scientific quality of quantitative results. In: Gefäßchirurgie, Vol. 14, No. 4: pp. 329-335

Metzeler, Klaus H.; Dufour, Annika; Benthaus, Tobias; Hummel, Manuela; Sauerland, Maria-Cristina; Heinecke, Achim; Berdel, Wolfgang E.; Büchner, Thomas; Woermann, Bernhard; Mansmann, Ulrich; Braess, Jan; Spiekermann, Karsten; Hiddemann, Wolfgang; Buske, Christian und Bohlander, Stefan K. (2009): ERG expression is an independent prognostic factor and allows refined risk stratification in cytogenetically normal acute myeloid leukemia: A comprehensive analysis of ERG, MN1, and BAALC transcript levels using oligonucleotide microarrays. In: Journal of Clinical Oncology, Vol. 27, No. 30: pp. 5031-5038

Mi, Xuefei; Miwa, Tetsuhisa und Hothorn, Torsten (2009): mvtnorm: New numerical algorithm for multivariate normal probabilities. In: The R Journal, Vol. 1, No. 1: pp. 37-39

Mihalyi, Andreas; Deml, Barbara und Augustin, Thomas (2009): A contribution to integrated driver modeling: A coherent framework for modeling both non-routine and routine elements of the driving task. In: Duffy, Vincent G. (ed.) : 2nd International Conference on Digital Human Modeling held at the HCI International (13th International Conference on Human-Computer Interaction). Berlin: Springer. pp. 433-442

Mittnik, Stefan und Yener, Tina (2009): Estimating operational risk capital for correlated, rare events. In: Journal of Operational Risk, Vol. 4, No. 4: pp. 29-51

Moning, Christoph; Werth, Silke; Dziock, Frank; Bässler, Claus; Bradtka, Johannes; Hothorn, Torsten und Müller, Jörg (2009): Lichen diversity in temperate montane forests is influenced by forest structure more than climate. In: Forest Ecology and Management, Vol. 258, No. 5: pp. 745-751

Müller, Mario H.; Gong, Quian; Kelber, Olaf; Kasparek, Michael S.; Sibaev, Andrei; Mansmann, Ulrich; Yuce, Briol; Li, Yong Y.; Storr, Martin und Kreis, Martin E. (2009): A novel herbal preparation desensitizes mesenteric afferents to bradykinin in the rat small intestine. In: Neurogastroenterology and Motility, Vol. 21, No. 4: pp. 467-476

Neugebauer, Jörg; Scheer, Markus; Mischkowski, Robert A.; An, Sang-Ho; Karapetian, Viktor E.; Toutenburg, Helge und Zöller, Joachim E. (2009): Comparison of Torque Measurements and Clinical Handling of Various Surgical Motors. In: The International Journal of Oral & Maxillofacial Implants, Vol. 24, No. 3: pp. 469-476

Neuhaus, Andrea; Augustin, Thomas; Heumann, Christian und Daumer, Martin (2009): A review on joint models in biometrical research. In: Journal of Statistical Theory and Practice, Vol. 3, No. 4: pp. 855-868

Nusko, Gerhard; Hahn, Eckhart G. und Mansmann, Ulrich (2009): Characteristics of metachronous colorectal adenomas found during long-term follow-up: Analysis of four subsequent generations of adenoma recurrence. In: Scandinavian Journal of Gastroenterology, Vol. 44, No. 6: pp. 736-744

Peters, Annette; Breitner, Susanne; Cyrys, Josef; Stölzel, Matthias; Pitz, Mike; Wolke, G.; Heinrich, Joachim; Kreyling, Wolfgang; Küchenhoff, Helmut und Wichmann, Heinz-Erich (2009): The influence of improved air quality on mortality risks in Erfurt, Germany. In: Res Rep Health Eff Inst, Vol. 137: pp. 5-77

Pflanz, Heike; Vana, Karen; Mitteregger, Gerda; Renner-Müller, Ingrid; Pace, Claudia; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Kretzschmar, Hans A.; Wolf, Eckhard und Weiss, Stefan (2009): Scrapie-infected transgenic mice expressing a laminin receptor decoy mutant reveal a prolonged incubation time associated with low levels of prpres. In: Journal of Molecular Biology, Vol. 388, No. 4: pp. 721-729

Rau, Stephanie; Kohn, Barbara; Richter, Constance; Fenske, Nora; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Hartmann, Katrin; Härtle, Stefan; Kaspers, Bernd und Hirschberger, Johannes (2009): Der Intensivpatient mit Sepsis? Kanines Interleukin-6 als prognostischer Parameter. In: Kleintierpraxis, Vol. 54, No. 4: pp. 201-212

Rueff, Franziska; Bilo, Maria B.; Jutel, Marek; Mosbech, Holger; Müller, Ulrich; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487 und Przybilla, Bernhard (2009): Sublingual immunotherapy with venom for patients with hymenoptera venom allergy reply. In: Journal of Allergy and Clinical Immunology, Vol. 124, No. 2: pp. 385-386

Rueff, Franziska; Przybilla, Bernhard; Bilo, Maria B.; Müller, Ulrich; Scheipl, Fabian; Arberer, Werner; Birnbaum, Joelle; Bodzenta-Lukaszyk, Anna; Bonifazi, Floriano; Bucher, Christoph; Campi, Paolo; Darsow, Ulf; Egger, Cornelia; Haeberli, Gabrielle; Hawranek, Thomas; Koerner, Michael; Kucharewicz, Iwona; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Lang, Roland; Quercia, Oliviero; Reider, Norbert; Severino, Maurizio; Sticherling, Michael; Sturm, Gunther J. und Wuethrich, B. (2009): Predictors of severe systemic anaphylactic reactions in patients with hymenoptera venom allergy: Importance of baseline serum tryptase-a study of the european academy of allergology and clinical immunology interest group on insect venom hypersensitivity. In: Journal of Allergy and Clinical Immunology, Vol. 124, No. 5: pp. 1047-1054

Rzehak, Peter; Sausenthaler, Stefanie; Koletzko, Sibylle; Bauer, Carl P.; Schaaf, Beate; Berg, Andrea von; Berdel, Dieter; Borte, Michael; Herbarth, Olaf; Krämer, Ursula; Fenske, Nora; Wichmann, Heinz-Erich und Heinrich, Joachim (2009): Period-specific growth, overweight and modification by breastfeeding in the GINI and LISA birth cohorts up to age 6 years. In: European Journal of Epidemiology, Vol. 24, No. 8: pp. 449-467

Scharl, Theresa; Grün, Bettina und Leisch, Friedrich (2009): Mixtures of Regression Models for Time-Course Gene Expression Data: Evaluation of Initialization and Random Effects. Department of Statistics: Technical Reports, No.71 [PDF, 735kB]

Scharl, Theresa; Voglhuber, Ingo und Leisch, Friedrich (2009): Exploratory and Inferential Analysis of Gene Cluster Neighborhood Graphs. Department of Statistics: Technical Reports, No.70 [PDF, 1MB]

Scharl, Teresa und Leisch, Friedrich (2009): gcExplorer: Interactive exploration of gene clusters. In: Bioinformatics, Vol. 25, No. 8: pp. 1089-1090

Scharl, Teresa; Striedner, Gerald; Pötschacher, Florentina; Leisch, Friedrich und Bayer, Karl (2009): Interactive visualization of clusters in microarray data: An efficient tool for improved metabolic analysis of e. coli. In: Microbial Cell Factories, Vol. 8, No. 37

Scharl, Teresa; Voglhuber, Ingo und Leisch, Friedrich (2009): Exploratory and inferential analysis of gene cluster neighborhood graphs. In: BMC Bioinformatics, Vol. 10, No. 1: p. 288

Scheipl, Fabian und Kneib, Thomas (2009): Locally adaptive Bayesian P-splines with a normal-exponential-gamma prior. In: Computational Statistics & Data Analysis, Vol. 53, No. 10: pp. 3533-3552

Scheuerle, Miriam C.; Mahling, Monia und Pfister, Kurt (2009): Anthelminthic resistance of haemonchus contortus in small ruminants in Switzerland and Southern Germany. In: Wiener Klinische Wochenschrift, Vol. 121, No. 3: pp. 46-49

Schmid, Matthias und Schneeweiß, Hans (2009): The effect of microaggregation by individual ranking on the estimation of moments. In: Journal of Econometrics, Vol. 153: pp. 174-182

Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Whitcher, Brandon; Padhani, Anwar; Taylor, N. Jane und Yang, Guang-Zhong (2009): A Bayesian hierarchical model for the analysis of a longitudinal dynamic contrast-enhanced MRI cancer study. In: Magnetic Resonance in Medicine, Vol. 61: pp. 163-174

Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130; Whitcher, Brandon und Yang, Guang-Zhong (2009): Quantitative analysis of dynamic contrast-enhanced mr images based on bayesian p-splines. In: IEEE Transactions on Medical Imaging, Vol. 28: pp. 789-798

Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und Yang, Guang-Zhong (2009): Spatio-temporal modelling of first-pass perfusion cardiovascular MRI. World Congress on Medical Physics and Biomedical Engineering 2009, München, 7.-12. September 2009. Dössel, Olaf und Schlegel, Wolfgang (eds.) : In: World Congress on Medical Physics and Biomedical Engineering 2009. IFMBE Proceedings 25/IV, Springer. pp. 45-48

Schmidberger, Markus; Morgan, Martin; Eddelbuettel, Dirk; Yu, Hao; Tierney, Luke und Mansmann, Ulrich (2009): State of the art in parallel computing with R. In: Journal of Statistical Software, Vol. 31, No. 1: pp. 1-27

Schneeweiß, Hans und Komlos, John (2009): Probabilistic rounding and Sheppard's correction. In: Statistical Methodology, Vol. 6: pp. 577-593

Schneeweiß, Hans und Kukush, Alexander (2009): Comparing the efficiency of structural and functional methods in measurement error models. In: Probability Theory and Mathematical Statistics, Vol. 80: pp. 117-127

Schneider, Christian P.; Seyboth, Carol; Vilsmaier, Markus; Küchenhoff, Helmut ORCID logoORCID: https://orcid.org/0000-0002-6372-2487; Hofner, Benjamin; Jauch, Karl-Walter und Hartl, Wolfgang H. (2009): Prognostic factors in critically ill patients suffering from secondary peritonitis: A retrospective, observational, survival time analysis. In: World Journal of Surgery, Vol. 33, No. 1: pp. 34-43

Shafik, Nivien und Tutz, Gerhard (2009): Boosting nonlinear additive autoregressive time series. In: Computational Statistics & Data Analysis, Vol. 53: pp. 2453-2464

Shalabh; Toutenburg, Helge und Heumann, Christian (2009): Stein-rule estimation under an extended balanced loss function. In: Journal of Statistical Computation and Simulation, Vol. 79, No. 10: pp. 1259-1273

Sporn, Judith C.; Kustatscher, Georg; Hothorn, Torsten; Collado, Manuel; Serrano, Manuel; Muley, Thomas; Schnabel, Philipp und Ladurner, Andreas G. (2009): Histone macroH2A isoforms predict the risk of lung cancer recurrence. In: Oncogene, Vol. 28: pp. 3423-3428

Strasak, Alexander M.; Lang, Stefan; Kneib, Thomas; Brant, Larry J.; Klenk, Jochen; Hilbe, Wolfgang; Oberaigner, Willi; Ruttmann, Elfriede; Kaltenbacha, Lalit; Concin, Hans; Diem, Günter; Pfeiffer, Karl P.; Ulmer, Hanno und The VHM&PP Study Group (2009): Use of Penalized Splines in Extended Cox-Type Additive Hazard Regression to Flexibly Estimate the Effect of Time-varying Serum Uric Acid on Risk of Cancer Incidence: A Prospective, Population-based Study in 78,850 Men. In: Annals of Epidemiology, Vol. 19, No. 1: pp. 15-24

Strobl, Carolin und Augustin, Thomas (2009): Adaptive selection of extra cutpoints - an approach towards reconciling robustness and interpretability in classification trees. In: Journal of Statistical Theory and Practice, Vol. 3, No. 1: pp. 119-135

Strobl, Carolin; Hothorn, Torsten und Zeileis, Achim (2009): Party on! A new, conditional variable importance measure available in the party package. In: The R Journal, Vol. 1, No. 2: pp. 14-17

Strobl, Carolin; Malley, James und Tutz, Gerhard (April 2009): An Introduction to Recursive Partitioning: Rationale, Application and Characteristics of Classification and Regression Trees, Bagging and Random Forests. Department of Statistics: Technical Reports, No.55 [PDF, 974kB]

Strobl, Carolin; Malley, James und Tutz, Gerhard (2009): An introduction to recursive partitioning: Rationale, application and characteristics of classification and regression trees, bagging and random forests. In: Psychological Methods, Vol. 14, No. 4: pp. 323-348

Strobl, Ralf; Stucki, Gerold; Grill, Eva; Müller, Martin und Mansmann, Ulrich (2009): Graphical models illustrated complex associations between variables describing human functioning. In: Journal if Clinical Epidemiology, Vol. 62, No. 9: pp. 922-933

Stülpnagel, Celina von; Reilich, Peter; Straube, Andreas; Schaefer, Jan; Blaschek, Astrid; Lee, Seung-Hee; Müller-Felber, Wolfgang; Henschel, Volkmar; Mansmann, Ulrich und Heinen, Florian (2009): Myofascial trigger points in children with tension-type headache: A new diagnostic and therapeutic option. In: Journal of Child Neurology, Vol. 24, No. 4: pp. 406-409

Toutenburg, Helge und Heumann, Christian (2009): Deskriptive Statistik: Eine Einführung in Methoden und Anwendungen mit R und SPSS. 7., aktualisierte und erweiterte Auflage. Berlin: Springer.

Toutenburg, Helge und Heumann, Christian (2009): Regressions- und Varianzanalyse: Eine Einführung für Psychologen. 2. Edition. Hagen: Fernuniversität Hagen.

Toutenburg, Helge; Schomaker, Michael; Wissmann, Malte und Heumann, Christian (2009): Arbeitsbuch zur deskriptiven und induktiven Statistik. Berlin: Springer.

Toutenburg, Helge und Shalabh (2009): Statistical Analysis of Designed Experiments. New York: Springer.

Toutenburg, Helge; Shalabh und Heumann, Christian (2009): Optimal estimation in a linear regression model using incomplete prior information. In: Schipp, Bernhard und Krämer, Walter (eds.) : Statistical Inference, Econometric Analysis and Matrix Algebra: Festschrift in Honour of Götz Trenkler. Heidelberg: Physica-Verlag. pp. 185-200

Tutz, Gerhard und Ulbricht, Jan (2009): Penalized regression with correlation based penalty. In: Statistics and Computing, Vol. 19: pp. 239-253

Visne, Ilhami; Dilaveroglu, Erkan; Vierlinger, Clemens; Lauss, Martin; Yildiz, Ahmet; Weinhaeusel, Andreas; Noahammer, Christa; Leisch, Friedrich und Kriegner, Albert (2009): RGG: A general GUI framework for R scripts in bioinformatics. In: BMC Bioinformatics, Vol. 10, No. 1: p. 74

Walter, Gero und Augustin, Thomas (2009): Imprecision and prior-data conflict in generalized Bayesian inference. In: Journal of Statistical Theory and Practice, Vol. 3: pp. 255-271

2008

Radon, Katja ORCID logoORCID: https://orcid.org/0000-0002-5271-3972; Gerhardinger, Ursula; Schulze, Anja; Zock, J.-P.; Norback, Dennis; Toren, K.; Jarvis, D.; Held, L.; Heinrich, Joachim; Leynaert, B.; Nowak, Dennis ORCID logoORCID: https://orcid.org/0000-0001-7871-8686 und Kogevinas, M. (2008): Occupation and adult onset of rhinitis in the general population. In: Occupational and Environmental Medicine, Vol. 65, No. 1: pp. 38-43 [PDF, 243kB]

2007

Opgen-Rhein, Rainer und Strimmer, Korbinian (2007): From correlation to causation networks: a simple approximate learning algorithm and its application to high-dimensional plant gene expression data. In: BMC Systems Biology 1:37 [PDF, 453kB]

Schmid, Volker J. ORCID logoORCID: https://orcid.org/0000-0003-2195-8130 und Held, Leonhard (2007): Bayesian Age-Period-Cohort Modeling and Prediction - BAMP. In: Journal of Statistical Software, Vol. 21, No. 8: pp. 1-15 [PDF, 572kB]

2005

Boulesteix, Anne-Laure und Strimmer, Korbinian (2005): Predicting transcription factor activities from combined analysis of microarray and ChIP data: a partial least squares approach. In: Theoretical Biology and Medical Modelling 2:23 [PDF, 346kB]

Opgen-Rhein, R.; Fahrmeir, L. und Strimmer, K. (2005): Inference of demographic history from genealogical trees using reversible jump Markov chain Monte Carlo. In: BMC Evolutionary Biology 5:6 [PDF, 386kB]

2004

Jobb, G.; Haeseler, A. von und Strimmer, K. (2004): TREEFINDER: a powerful graphical analysis environment for molecular phylogenetics. In: BMC Evolutionary Biology 4:18 [PDF, 347kB]

2003

Strimmer, K.; Forslund, K.; Holland, B. und Moulton, V. (2003): A novel exploratory method for visual recombination detection. In: Genome Biology 4:R33 [PDF, 393kB]

2001

Biller, Clemens und Fahrmeir, Ludwig (2001): Bayesian varying-coefficient models using adaptive regression splines. In: Statistical Modelling, Vol. 1, No. 3: pp. 195-211 [PDF, 292kB]

This list was generated on Sun Apr 20 16:06:54 2025 CEST.

Open Access LMU is powered by EPrints 3, which is developed by the School of Electronics and Computer Science at the University of Southampton.
Imprint - Privacy Disclaimer