Arne Bathke
Professor für Statistik am Fachbereich Artificial Intelligence and Human Interfaces (AIHI) an der PLUS. Eines seiner Hauptforschungsgebiete ist die Entwicklung von nichtparametrischen Methoden zur Analyse komplexer (z.B. multivariater) Daten. Darüber hinaus hat er an zahlreichen interdisziplinären und internationalen Forschungsprojekten mitgewirkt und umfangreiche Erfahrung in der Zusammenarbeit mit Partnern aus Wissenschaft, Industrie und öffentlicher Verwaltung.
Arne Bathke
E-Mail: arne.bathke@plus.ac.at
Website: Persönliche Webseite
Veröffentlichungen
- J. Verbeeck, M. Geroldinger, J. Nyberg, K. E. Thiel, A. Bathke, G. Zimmermann, et al.: Reflection on clinical and methodological issues in rare disease clinical trials. (2025) https://doi.org/ https://doi.org/10.1186/s13023-025-03805-1
- J. Beck, P. Langthaler, A. Bathke: Combining stochastic tendency and distribution overlap towards improved nonparametric effect measures and inference. (2025) https://doi.org/https://doi.org/10.1111/sjos.12783
- A. E. Carrozzo, G. Zimmermann, A. Bathke, D. Neunhaeuserer, et al.: Two-Arm Crossover Randomized Controlled Trial Versus Meta-Analysis of N-of-1 Studies: Comparison of Statistical Efficiency in Determining an Intervention Effect. (2025) https://doi.org/https://doi.org/10.1002/bimj.70045
- A. E. Carrozzo, A. Bathke, G. Zimmermann, et al.: Applying Exercise Capacity and Physical Activity as Single vs Composite Endpoints for Trials of Cardiac Rehabilitation Interventions: Rationale, Use-case, and a Blueprint Method for Sample Size Calculation. (2024) https://doi.org/ https://doi.org/10.1016/j.apmr.2024.04.004
- M. Geroldinger, J. Verbeeck, A.C. Hooker, K.E. Thiel, G. Molenberghs, J. Nyberg, J. Bauer, M. Laimer, V. Wally, A. Bathke, G. Zimmermann : Statistical recommendations for count, binary, and ordinal data in rare disease cross-over trials. (2023) https://doi.org/ https://doi.org/10.1186/s13023-023-02990-1
- M. Geroldinger, J. Verbeeck, K.E. Thiel, G. Molenberghs, A. Bathke, M. Laimer, G. Zimmermann: A neutral comparison of statistical methods for analyzing longitudinally measured ordinal outcomes in rare diseases. (2023) https://doi.org/https://doi.org/10.1002/bimj.202200236
- M.J. Mair, J.M. Berger, M. Mitterer, P. Gattinger, J.M. Berger, W. Trutschnig, A. Bathke, et al.: Enhanced SARS-CoV-2 breakthrough infections in patients with hematologic and solid cancers due to Omicron. (2022) https://doi.org/https://doi.org/10.1016/j.ccell.2022.04.003
- M.J. Mair, J.M. Berger, M. Mitterer, M. Gansterer, A. Bathke, W. Trutschnig, A. S. Berghoff, T. Perkmann, H. Haslacher, W.W. Lamm, M. Raderer, S. Tobudic, T. Fuereder, T. Buratti, D. Fong, M. Preusser: Third dose of SARS-CoV-2 vaccination in hemato-oncological patients and health care workers: immune responses and adverse events – a retrospective cohort study. (2022) https://doi.org/ https://doi.org/10.1016/j.ejca.2022.01.019
- M. Wagner, G. Brunauer, A. Bathke, S.C. Cary, R. Fuchs, L.G. Sancho, R. Türk, U. Ruprecht: Macroclimatic conditions as main drivers for symbiotic association patterns in lecideoid lichens along the Transantarctic Mountains, Ross Sea region, Antarctica. (2021) https://doi.org/https://doi.org/10.1038/s41598-021-02940-6
- G. Zimmermann, E. Brunner, W. Brannath, M. Happ, A. Bathke: Pseudo Ranks: The Better Way of Ranking?. (2021) https://doi.org/https://doi.org/10.1080/00031305.2021.1972836
- J.M. Berger, M. Gansterer, W. Trutschnig, A. Bathke, et al.: SARS-CoV-2 screening in cancer outpatients during the second wave of the COVID-19 pandemic. (2021) https://doi.org/https://doi.org/10.1007/s00508-021-01927-7
- A. Bathke, M. Happ, M. Hummer: Indirekte Impfeffekte für Kinder und Jugendliche bei Durchimpfung der Erwachsenen. (2021) https://doi.org/ Executive Policy Brief
- A. Schenk, M. Neuhäuser, G.D. Ruxton, A. Bathke: Predictors of pre-European deforestation on Pacific islands: A re-analysis using modern multivariate non-parametric statistical methods. (2021) https://doi.org/https://doi.org/10.1016/j.foreco.2021.119238
- M. Wagner, A. Bathke, S.C. Cary, T.G.A. Green, R.R. Junker, W. Trutschnig, U. Ruprecht: Myco- and photobiont associations in crustose lichens in the McMurdo Dry Valleys (Antarctica) reveal high differentiation along an elevational gradient. (2020) https://doi.org/https://doi.org/10.1007/s00300-020-02754-8
- E. Brunner, F. Konietschke, A. Bathke, M. Pauly: Ranks and Pseudo-ranks—Surprising Results of Certain Rank Tests in Unbalanced Designs. (2020) https://doi.org/ https://doi.org/10.1111/insr.12418
- A.S. Berghoff, M. Gansterer, A. Bathke, W. Trutschnig, P. Hungerländer, J.M.Berger, J. Kreminger, A.M. Starzer, R. Strassl, R. Schmid, H. Willschke, W. Lamm, M. Raderer, A.D. Gottlieb, N. J. Mauser, M. Preusser: SARS-CoV-2 Testing in Patients With Cancer Treated at a Tertiary Care Hospital During the COVID-19 Pandemic. (2020) https://doi.org/ https://ascopubs.org/doi/10.1200/JCO.20.01442