Publications of the IDA Lab since project start (March 2020)

[20] G. Zimmermann: To rank or to permute when comparing an ordinal outcome between two groups while adjusting for a covariate? In: La Rocca et al. (eds.), Nonparametric Statistics. 4th ISNPS, Salerno, Italy, Springer Proceedings in Mathematics and Statistics (2018)

[19] A. Egger-Rainer, E. Trinka, G. Zimmermann, S. Arnold, C. Boßelmann, H. Hamer, A. Hengsberger, J. Lang, H. Lerche, S. Noachtar, E. Pataraia, A. Schulze-Bonhage, A.M. Staack, I. Unterberger, S. Lorenzl: Assessing comfort in the epilepsy monitoring unit: Psychometric testing of an instrument. Epilepsy Behav (2020)

[18] M. Leitinger, K.N. Poppert, M. Mauritz, F. Rossini, G. Zimmermann, A. Rohracher, G. Kalss, G. Kuchukhidze, J. Höfler, P. Bosque Varela, R. Kreidenhuber, K. Volna, C. Neuray, T. Kobulashvili, C.A. Granbichler, U. Siebert, E. Trinka: Status epilepticus admissions during the COVID-19 pandemic in Salzburg. A population-based study. Epilepsia (2020)

[17] F.X.Vialard, R. Kwitt, S. Wei, M. Niethammer: A Shooting Formulation of Deep Learning. NeurIPS  2020 (ERA CORE A*)

[16] J.Y. Ahn, S. Fuchs, R. Oh: A copula transformation in multivariate mixed discrete-continuous models. Fuzzy Sets and Systems (2020)

[15]  M.R. Berthold, C. Borgelt, F. Höppner, F. Klawonn,  R. Silipo: Guide to Intelligent Data Science (2nd edition). Springer-Verlag, Berlin, Germany 2020, ISBN 978-3-030-45574-3. https://doi:10.1007/978-3-030-45574-3

[14] S. Fuchs and K.D. Schmidt: On order statistics and Kendall’s tau for copulas. Statistics and Probability Letters (2021)

[13] J. Fernández Sánchez, J.B. Seoane-Sepúlveda, W. Trutschnig: Lineability, algebrability, and sequences of random variables. To appear in Mathematische Nachrichten (2020) preprint (pdf)

[12] J. Fernández Sánchez, D.L. Rodríguez-Vidanes, J.B. Seoane-Sepúlveda, W. Trutschnig: Lineability, differentiable functions and special derivatives. To appear in Banach Journal of Mathematical Analysis (2020) preprint (pdf)

[11] M. Wagner, A.C. Bathke, S.C. Cary, T.G.A. Green, R.R. Junker, W. Trutschnig and U. Ruprecht: Myco- and photobiont associations in crustose lichens in the McMurdo Dry Valleys (Antarctica) reveal high differentiation along an elevational gradient. Polar Biology (2020)

[10] A.S. Berghoff, M. Gansterer, A.C. Bathke, W. Trutschnig, P. Hungerländer, J.M.Berger, J. Kreminger, A.M. Starzer, R. Strassl, R. Schmidt, MD, PhD5; H. Willschke, W. Lamm, M. Raderer, A.D. Gottlieb, N. J. Mauser and M. Preusser: SARS-CoV-2 Testing in Patients With Cancer Treated at a Tertiary Care Hospital During the COVID-19 Pandemic. Journal of Clinical Onkology (2020)

[9] E. Hidalgo-Lopez, G. Zimmermann, B. Pletzer: Intra-subject consistency of spontaneous eye blink rate in young women across the menstrual cycle. Scientific Reports (2020)

[8] M. Happ, G. Zimmermann, E. Brunner and A. Bathke: Pseudo-Ranks: How to Calculate Them Efficiently. R. Journal of Statistical Software, CodeSnippets (2020)

[7] G. Zimmermann and E. Trinka: Accounting for individual variability in baseline seizure frequencies when planning randomized clinical trials remains challenging. Epilepsia (2020)

[6] 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. To appear in Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A. Matemáticas (2020) preprint (pdf)

[5] R.R. Junker, F. Griessenberger, W. Trutschnig: Estimating scale-invariant directed dependence of bivariate distributions, to appear in Computational Statistics and Data Analysis (2020) preprint (pdf)

[4] 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. To appear in Journal of Mathematical Analysis and Applications (2020) preprint (pdf)

[3] C. Hofer, F. Graf, B. Rieck, M. Niethammer, R. Kwitt: Graph Filtration Learning. ICML 2020 (CORE: A*),

[2] C. Hofer, F. Graf, M. Niethammer, R. Kwitt: Topologically Densified Distributions. ICML 2020 (CORE: A*),

[1] C. Borgelt and O. Yarikova: Initializing k-Means Clustering. International Conference on Data Science, Technology and Applications (DATA) 2020,




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