Statistical Methods Research group

Groupleader
Ing. Michal Fusek, Ph.D.

Main research areas

  • Research in statistical methods in the theory of extreme values.
  • Research in statistical methods in the area of censored probability distributions.
  • Application of statistical methods in modeling engineering problems.

Main practical research results

  • Finding a new method for better estimates of amount of biogenic amines in fish meat (see the BUT news; in Czech)
  • Establishing statistical methods for left-censored Weibull distribution.
  • Establishing the estimate of the extremal index based on censored probability distributions.
  • Modeling precipitation in the South Moravian region.
  • Analysis of environmental pollution (elementary and organic carbon dioxide, musk compounds in fish, PCB in water).
     

Main research publications

  • RADÓ-BLOŽOŇOVÁ, A.; RAUŠEROVÁ-LEXMAULOVÁ, L.; ČERNÁ, L.; PAVLÍK, M.; RADÓ, M.; FUSEK, M. Continuous versus intermittent enteral nutrition in hospitalised dogs and cats using a new scoring system: A prospective clinical study. Veterinární medicína, 2023, Vol. 68, No. 6, 246-252. (AIS2022=Q3)
  • HOLEŠOVSKÝ, J.; FUSEK, M. Improved interexceedance-times-based estimator of the extremal index using truncated distribution. Extremes, 2022, Vol. 25, No. 4, 695-720. (Q2) 
  • RAUŠEROVÁ-LEXMAULOVÁ, L.; PROKEŠOVÁ, B.; BLOŽOŇOVÁ, A.; VÁŇOVÁ-UHRÍKOVÁ, I.; ŘEHÁKOVÁ, K.; FUSEK, M. Effects of the administration of different buffered balanced crystalloid solutions on acid-base and electrolyte status in dogs with gastric dilation-volvulus syndrome: a randomized clinical trial. Topics in Companion Animal Medicine, Vol. 2022, No. 46, 100613. (Q3) 
  • FUSEK, M.; MICHÁLEK, J.; BUŇKOVÁ, L.; BUŇKA, F. Modelling biogenic amines in fish meat in Central Europe using censored distributions. Chemosphere, 2020, Vol. 251, No. 126390, s. 1-7. (Q2) 
  • HOLEŠOVSKÝ, J.; FUSEK, M. Estimation of the extremal index using censored distributions. Extremes, 2020, Vol. 23, No. 2, 197-213. (Q2)
Statistical Methods Research group
Statistical Methods Research group
Statistical Methods Research group
Statistical methods research group
Statistical Methods Research group
Statistical Methods Research group
Statistical Methods Research group

Projects/Industrial contracts