Institute of Computer Science Czech Academy of Sciences

Statistical Modelling Group

Research group under the Department of Statistical Modelling and Artificial Intelligence

Research Scope

The workgroup focuses on developing and applying statistical models to real-world, interdisciplinary problems, while also conducting methodological research to advance statistical methodology.

Group Members

Jan Kalina group leader |
Marek Brabec
Jurjen Duintjer Tebbens
Zdeněk Fabián
Jan Klaschka
Ivana Malá
Marek Malý
Ctirad Matonoha
Ladislav Pecen
Jindra Reissigová
Zdeněk Valenta

Selected Publications

2025
Kalina, J., Kukal, J., Vyšata, O. "A novel class of rank tests for high-dimensional data with an application to Alzheimer's disease." Biocybernetics and Biomedical Engineering 45, 707-717. [PDF]
2024
Dudášová, J., Valenta, Zdeněk, Sachs, J. R. "Improving precision of vaccine efficacy evaluation using immune correlate data in time-to-event models." npj Vaccines 9, 214. [DOI]
Liczbińska, G., Antosik, S., Brabec, M., Tomczyk, A. M. "Ambient temperature-related sex ratio at birth in historical urban populations: the example of the city of Poznań, 1848–1900." Scientific Reports 14, 14001[DOI]
Cerioni, M., Brabec, M., Bače, R., et al. "Recovery and resilience of European temperate forests after large and severe disturbances."Global Change Biology 30, e17159.[DOI]
2023
Marmolejo-Ramos, F., Tejo, M., Brabec, M., et al. "Distributional regression modeling via generalized additive models for location, scale, and shape: An overview through a data set from learning analytics." Biocybernetics and Biomedical Engineering 45, 707-717. [DOI]

Seminars

Members of the group actively contribute to the seminar activities of the National Group of the International Society for Clinical Biostatistics (ISCB Czechia) and other seminars organized at the Institute of Computer Science.