Research
Research Interests
Integer valued time series, multivariate time series, multivariate analysis and correlation,
multivariate ranks, permutation tests, functional data, and other related topics.
List of publications in
Scopus.
Codes to some papers
Center-outwards ranks and signs
(Page with links to codes and data files used in the paper) Hallin, M., Hlubinka, D., Hudecová, Š. (2023): Efficient Fully Distribution-Free Center-Outward Rank Tests for Multiple-Output Regression and MANOVA. Journal of the American Statistical Association 118.543: 1923-1939.
OMT based permutation tests
(R Markdown page with commented codes) Hlávka, Hlubinka, Hudecová (2025): Multivariate quantile-based permutation tests with application to functional data Journal of Computational and Graphical Statistics: 1-15.
Testing axial symmetry
(R Markdown page with commented codes) Hudecová Š., Šiman, M. (2023): Testing Axial Symmetry by Means of Integrated Rank Scores. Journal of Nonparametric Statistics 35.3: 474-490
Hyperplane-based one sample test.
(R Markdown page with commented codes) Hudecová Š. and Šiman M. (2022): Multivariate ranks based on randomized lift-interdirections. Computational Statistics & Data Analysis 172.
Stochastic hyperplane-based ranks and their use in multivariate portmanteau tests
(R Markdown page with commented codes) Hudecová, Š. and Šiman, M. (2024): Stochastic hyperplane-based ranks and their use in multivariate portmanteau tests. Journal of Multivariate Analysis, 204, 105344.