Wolfgang Trutschnig
Professor of Statistics at the Department of Artificial Intelligence and Human Interfaces (AIHI) at PLUS and head of the IDA Lab. He works mainly on methodological and applied issues in the field of dependency modelling and non-parametric statistics and can look back on many fruitful and exciting interdisciplinary projects with partners from industry and academia.
Wolfgang Trutschnig

Position: Head of the IDA Lab
E-Mail: wolfgang.trutschnig@plus.ac.at
Webseite: Persönliche Webseite
Publikationen
- L. Maislinger, W. Trutschnig: Multivariate Archimedean copulas with fractal support. (2026) https://doi.org/https://doi.org/10.1016/j.spl.2026.110692
- N. Dietrich, W. Trutschnig: On differentiability and mass distributions of multivariate Archimedean copulas. (2026) https://doi.org/https://doi.org/10.1016/j.jmaa.2026.130523
- J. Ansari, P. Langthaler, S. Fuchs, W. Trutschnig: Quantifying and estimating dependence via sensitivity of conditional distributions. (2026) https://doi.org/https://doi.org/10.3150/25-BEJ1854
- <a href="mailto:anna.goetz@plus.ac.at">A. Götz</a>, M. Andreev, R. R. Junker, L. Maislinger, L. G. Sancho, W. Trutschnig, U. Ruprecht: Future Range Shifts and Diversity Patterns of Antarctic Lecideoid Lichens Under Climate Change Scenarios. (2025) https://doi.org/https://doi.org/10.1002/gcb4.70000
- J. F. Sánchez, W. Trutschnig: On bivariate Archimedean copulas with fractal support. (2025) https://doi.org/https://doi.org/10.1515/demo-2025-0013
- L. Maislinger, W. Trutschnig: On bivariate lower semilinear copulas and the star product. (2025) https://doi.org/https://doi.org/10.1016/j.ijar.2025.109366
- M. Tschimpke, M. Schreyer, W. Trutschnig: Revisiting the region determined by Spearman's ρ and Spearman's footrule ϕ. (2025) https://doi.org/https://doi.org/10.1016/j.cam.2024.116259
- N. Dietrich, W. Trutschnig: On differentiability and mass distributions of typical bivariate copulas. (2025) https://doi.org/https://doi.org/10.1016/j.fss.2024.109150
- P. Langthaler, J. Ansari, S. Fuchs, W. Trutschnig: Constructing measures of dependence via sensitivity of conditional distributions. (2024) https://doi.org/ https://doi.org/10.1007/978-3-031-65993-5_28
- J. Ansari, S. Fuchs, W. Trutschnig, et al: Combining, Modelling and Analyzing Imprecision, Randomness and Dependence. (2024) https://doi.org/https://doi.org/10.1007/978-3-031-65993-5
- T. Kasper, N. Dietrich, W. Trutschnig: On convergence and mass distributions of multivariate Archimedean copulas and their interplay with the Williamson transform. (2024) https://doi.org/https://doi.org/10.1016/j.jmaa.2023.127555
- J. Fernández Sánchez, W. Trutschnig: A link between Kendall's τ , the length measure andthe surface of bivariate copulas, and a consequence to copulas with self-similar support. (2023) https://doi.org/https://doi.org/10.1515/demo-2023-0105
- M. Hanusch, X. He, S. Janssen, J. Selke, W. Trutschnig, R.R. Junker : Exploring the Frequency and Distribution of Ecological Non-monotonicity in Associations among Ecosystem Constituents. (2023) https://doi.org/https://doi.org/10.1007/s10021-023-00867-9
- J. Fernández-Sánchez, J. López-Salazar Codes, J.B. Seoane Sepúlveda, W. Trutschnig: Generalised Notions of Continued Fractions: Ergodicity and Number Theoretic Applications (1st ed.). (2023) https://doi.org/ https://doi.org/10.1201/9781003404064
- W. Senker, H. Stefanits, S. Aspalter, W. Trutschnig, J. Franke, A. Gruber: Nonsteroidal anti-inflammatory drugs (NSAID) do not increase blood loss or the incidence of postoperative epidural hematomas when using minimally invasive fusion techniques in the degenerative lumbar spine. (2022) https://doi.org/https://doi.org/10.3389%2Ffsurg.2022.1000238
- F. Griessenberger, W. Trutschnig: qad: An R-package to detect asymmetric and directed dependence in bivariate samples. (2022) https://doi.org/https://doi.org/10.1111/2041-210X.13951
- T. Kasper, W. Trutschnig: A Markov Kernel Approach to Multivariate Archimedean Copulas. (2022) https://doi.org/ https://doi.org/10.1007/978-3-031-15509-3_30
- N. Dietrich, J. Fernández Sánchez, W. Trutschnig: Convergence of Copulas Revisited: Different Notions of Convergence and Their Interrelations. (2022) https://doi.org/https://doi.org/10.1007/978-3-031-15509-3_16
- W. Trutschnig, F. Griessenberger: On Quantifying and Estimating Directed Dependence. (2022) https://doi.org/https://doi.org/10.1007/978-3-031-15509-3_50
- F. Griessenberger, W. Trutschnig: Maximal asymmetry of bivariate copulas and consequences to measures of dependence. (2022) https://doi.org/ https://doi.org/10.1515/demo-2022-0115
- T. Mroz, J. Fernández Sánchez, S. Fuchs, W. Trutschnig: On distributions with fixed marginals maximising the joint or the prior default probability, estimation, and related results. (2022) https://doi.org/https://doi.org/10.1016/j.jspi.2022.07.005
- 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
- J. Carmona Tapia, J. Fernández Sánchez, J.B. Seoane-Sepúlveda, W. Trutschnig: Lineability, Spaceability, and Latticeability of subsets of C([0,1]) and Sobolev Spaces. (2022) https://doi.org/ https://doi.org/10.1007/s13398-022-01256-y
- J. Fernández-Sánchez, D.L. Rodríguez-Vidanes, J.B. Seoane-Sepúlveda, W. Trutschnig: Lineability and K-linear discontinuous functions. (2022) https://doi.org/https://doi.org/10.1016/j.laa.2022.03.007
- F. Griessenberger, R.R. Junker, W. Trutschnig: On a multivariate copula-based dependence measure and its estimation. (2022) https://doi.org/https://doi.org/10.1214/22-EJS2005
- J. Fernández-Sánchez, J.B. Seoane-Sepúlveda, W. Trutschnig: Lineability, algebrability, and sequences of random variables. (2022) https://doi.org/https://doi.org/10.1002/mana.202000102
- L. Bernal-González, J. Fernández Sánchez, J.B., Seoane-Sepúlveda, W. Trutschnig: On special partitions of [0,1] and lineability within families of bounded variation functions. (2022) https://doi.org/https://doi.org/10.1016/j.laa.2022.03.007
- 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
- F. Griessenberger, J. Fernández Sánchez, W. Trutschnig: Some properties of double shuffles of bivariate copulas and (extreme) copulas invariant with respect to Lüroth double shuffles. (2022) https://doi.org/https://doi.org/10.1016/j.fss.2021.02.014
- T. Kasper, S. Fuchs, W. Trutschnig: On weak conditional convergence of bivariate Archimedean and Extreme Value copulas, and consequences to nonparametric estimation. (2021) https://doi.org/https://doi.org/10.3150/20-BEJ1306
- T. Kasper, S. Fuchs, W. Trutschnig: On convergence of associative copulas and related results. (2021) https://doi.org/https://doi.org/10.1515/demo-2021-0114
- E. Gfrerer, D. Laina, G. Danae, M. Gibernau, R. Fuchs, M. Happ, T. Tolasch, W. Trutschnig, A.C. Hörger, H.P. Comes, S. Dötterl: Floral scents of a deceptive plant are hyperdiverse and under population-specific phenotypic selection. (2021) https://doi.org/https://doi.org/10.3389/fpls.2021.719092
- 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
- T. Mroz, S. Fuchs, W. Trutschnig: How simplifying and flexible is the simplifying assumption in pair-copula constructions - analytic answers in dimension three and a glimpse beyond. (2021) https://doi.org/https://doi.org/10.1214/21-EJS1832
- J. Fernández Sánchez, W. Trutschnig, M. Tschimpke: Markov product invariance in classes of bivariate copulas characterised by univariate functions. (2021) https://doi.org/ https://doi.org/10.1016/j.jmaa.2021.125184
- W. Senker, H. Stefanits, M. Gmeiner, W. Trutschnig, C. Radl, A. Gruber: The Influence of Smoking in Minimally Invasive Spinal Fusion Surgery. (2021) https://doi.org/https://doi.org/10.1515/med-2021-0223
- R.R. Junker, F. Griessenberger, W. Trutschnig: Estimating scale-invariant directed dependence of bivariate distributions. (2021) https://doi.org/ https://doi.org/10.1016/j.csda.2020.107058
- S. Fuchs, W. Trutschnig: On quantile-based co-risk measures and their estimation. (2020) https://doi.org/ https://doi.org/10.1515/demo-2020-0021
- F. Durante, J. Fernández Sánchez, W. Trutschnig, M. Úbeda-Flores: On the size of subclasses of quasi-copulas and their Dedekind-MacNeille completion. (2020) https://doi.org/ https://doi.org/10.3390/math8122238
- F. Durante, J. Fernández Sánchez, C. Ignazzi, W. Trutschnig: On extremal problems for pairs of uniformly distributed sequences and integrals with respect to copula measures. (2020) https://doi.org/https://doi.org/10.2478/udt-2020-0013
- J. Fernández Sánchez, D.L. Rodríguez-Vidanes, J.B. Seoane-Sepúlveda, W. Trutschnig: Lineability, differentiable functions and special derivatives. (2020) https://doi.org/https://doi.org/10.1007/s43037-020-00103-9
- 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
- L. Bernal-González, J. Fernández Sánchez, J.B. Seoane-Sepúlveda, W. Trutschnig: Highly tempering infinite matrices II: From divergence to convergence via Toeplitz-Silverman matrices. (2020) https://doi.org/ https://doi.org/10.1007/s13398-020-00934-z
- 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
- J. Fernández-Sánchez, D.L. Rodríguez-Vidanes, J.B. Seoane-Sepúlveda, W. Trutschnig: Lineability and integrability in the sense of Riemann, Lebesgue, Denjoy, and Khintchine. (2020) https://doi.org/https://doi.org/10.1016/j.jmaa.2020.124433
