doc. Mgr. David Kraus, Ph.D.

docent – Ústav matematiky a statistiky

kancelář: pav. 08/03012
Kotlářská 267/2
611 37 Brno

telefon:	549 49 8473
e‑mail:

sociální a akademické sítě:

Curriculum vitae

Department, faculty, university

Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Brno

Current position

Education and academic qualifications

Professional experience

Since 2022: Masaryk University Brno, Department of Mathematics and Statistics, Associate Professor of Statistics
2016–2022: Masaryk University Brno, Department of Mathematics and Statistics, Assistant Professor of Statistics
2013–2015: University of Bern, Institute of Social and Preventive Medicine, Statistician
2012–2013: University Hospital Lausanne, Institute of Social and Preventive Medicine, Statistician
2008–2012: Swiss Federal Institute of Technology in Lausanne (Ecole Polytechnique Fédérale de Lausanne, EPFL), Institute of Mathematics, Chair of Mathematical Statistics, Postdoctoral Researcher
2005–2008: Institute of Information Theory and Automation, Prague, Research Assistant
2004–2008: Charles University in Prague, Department of Statistics, Research Assistant, Teaching Assistant

Research

Most of my research work is connected with the broad topic of statistical inference with stochastic processes: data are represented as stochastic processes, models and methods of their analysis are motivated by, developed through or justified by theories and techniques for stochastic processes. In particular, my interests include functional data analysis, survival and event history analysis, point processes, inverse problems, non- and semi-parametric procedures, quantile methods, goodness-of-fit inference, robust analysis, applications in the natural sciences.

Major publications

KRAUS, David. Prediction intervals and bands with improved coverage for functional data under noisy discrete observation. Journal of Applied Statistics. Taylor and Francis Ltd., 2024. ISSN 0266-4763. Dostupné z: https://dx.doi.org/10.1080