Arne Bathke
Professor of Statistics at the Department of Artificial Intelligence and Human Interfaces (AIHI) at PLUS. One of his main research areas is the development of non-parametric methods for analysing complex (e.g. multivariate) data. In addition, he has been involved in numerous interdisciplinary and international research projects and has extensive experience in working with partners from academia, industry and public administration.
Arne Bathke
E-Mail: arne.bathke@plus.ac.at
Webseite: Persönliche Webseite
Publikationen
- R. Dey, A. Bathke, S. Kumar: Inference on overlap index: with an application to cancer data. (2025) https://doi.org/https://doi.org/10.1515/ijb-2024-0106
- K. E. Thiel, P. Sattler, A. Bathke, G. Zimmermann: Resampling NANCOVA: Nonparametric analysis of covariance in small samples. (2025) https://doi.org/https://doi.org/10.1016/j.csda.2025.108290
- 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
- A. E. Carrozzo, G. Zimmermann, A. Bathke, D. Neunhaeuserer, et al.: Two-arm crossover randomised 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
- 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
- S. Kahveci, A. Bathke, J. Blechert: Reaction-time task reliability is more accurately computed with permutation-based split-half correlations than with Cronbach's alpha. (2024) https://doi.org/https://doi.org/10.3758/s13423-024-02597-y
- 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
- S. Drach, E. Raphaelis, P. Langthaler, V. Frey, A. Bathke, et al: Impact of the COVID-19 pandemic on an Austrian population with or without pre-existing health issues. (2024) https://doi.org/https://dx.doi.org/10.17352/jnnsd.000061
- J. Verbeeck, M. Geroldinger, K. Thiel, A. Bathke , G. Zimmermann, et al: How to analyse continuous and discrete repeated measures in small sample cross-over trials?. (2023) https://doi.org/https://doi.org/10.1111/biom.13920
- 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
- A. Bathke, P. Langthaler, G. Zimmermann: Non-parametric and rank-based procedures. (2023) https://doi.org/https://doi.org/10.1007/978-3-662-63496-7_20-1
- M. Geroldinger, J. Verbeeck, K.E. Thiel, G. Molenberghs, A. Bathke, M. Laimer, G. Zimmermann: A neutral comparison of statistical methods for analysing longitudinally measured ordinal outcomes in rare diseases. (2023) https://doi.org/https://doi.org/10.1002/bimj.202200236
- V. Frey, P. Langthaler, E. Raphaelis, A. Bathke, et al: Paracelsus 10,000: An Observational Cohort Study About the Health Status of the Population of Salzburg, Austria. Rationale, Objectives and Study Design. (2023) https://doi.org/https://doi.org/10.33594/000000600
- T. Kassahun, E. Wencheko, A. Bathke: Nonparametric directional testing for multivariate problems in conjunction with a closed testing principle. (2022) https://doi.org/https://doi.org/10.1007/s10260-022-00654-1
- 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
- P. Langthaler, R. Ceccato, L. Salmaso, R. Arboretti, A. Bathke: Permutation testing for thick data when the number of variables is much greater than the sample size: recent developments and some recommendations. (2022) https://doi.org/https://doi.org/10.1007/s00180-022-01218-3
- 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: Indirect vaccination effects for children and adolescents when adults are fully vaccinated. (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
- A. Thomschewski, N. Gerner, P. Langthaler, A. Bathke, et al: Automatic vs. Manual Detection of High Frequency Oscillations in Intracranial Recordings From the Human Temporal Lobe. (2020) https://doi.org/https://doi.org/10.3389/fneur.2020.563577
- 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
- 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
- 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