Search results
- 1.0586040 - ÚI 2025 RIV CZ eng J - Journal Article
Kalina, Jan - Vidnerová, Petra - Janáček, Patrik
Highly Robust Training of Regularized Radial Basis Function Networks.
Kybernetika. Roč. 60, č. 1 (2024), s. 38-59. ISSN 0023-5954
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : effective regularization * quantile regression * regression neural networks * robust training * robustness
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 0.5, year: 2022
Method of publishing: Open access
https://doi.org/85190739311
Permanent Link: https://hdl.handle.net/11104/0353642File Download Size Commentary Version Access 0586040-oaf.pdf 1 1.2 MB Freely available: https://www.kybernetika.cz/content/2024/1/38/paper.pdf Publisher’s postprint require - 2.0574582 - ÚTIA 2024 RIV GB eng J - Journal Article
Hudecová, Š. - Šiman, Miroslav
Testing axial symmetry by means of integrated rank scores.
Journal of Nonparametric Statistics. Roč. 35, č. 3 (2023), s. 474-490. ISSN 1048-5252. E-ISSN 1029-0311
R&D Projects: GA ČR GA21-05325S
Grant - others:GA MŠk(CZ) GF22-01639K
Institutional support: RVO:67985556
Keywords : axial symmetry * symmetry around a line * exchangeability * directional quantile * quantile regression
OECD category: Statistics and probability
Impact factor: 1.2, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2023/SI/siman-0574582.pdf https://www.tandfonline.com/doi/full/10.1080/10485252.2022.2159399
Permanent Link: https://hdl.handle.net/11104/0344805 - 3.0564724 - ÚTIA 2023 RIV US eng J - Journal Article
Hlubinka, D. - Kotík, L. - Šiman, Miroslav
Multivariate quantiles with both overall and directional probability interpretation.
Scandinavian Journal of Statistics. Roč. 49, č. 4 (2022), s. 1586-1604. ISSN 0303-6898. E-ISSN 1467-9469
R&D Projects: GA ČR GA17-07384S; GA ČR GA21-05325S
Institutional support: RVO:67985556
Keywords : directional quantile * kernel estimation * multivariate quantile * nonconvex quantile * quantile regression * reference region * tolerance region
OECD category: Statistics and probability
Impact factor: 1, year: 2022
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2022/SI/siman-0564724.pdf https://onlinelibrary.wiley.com/doi/10.1111/sjos.12603
Permanent Link: https://hdl.handle.net/11104/0336421 - 4.0559056 - ÚI 2023 RIV CZ eng J - Journal Article
Kalina, Jan - Vidnerová, Petra
Least Weighted Squares Quantiles Reveal How Competitiveness Contributes to Tourism Performance.
Finance a úvěr-Czech Journal of Economics and Finance. Roč. 72, č. 2 (2022), s. 150-171. ISSN 0015-1920. E-ISSN 0015-1920
R&D Projects: GA ČR(CZ) GA22-02067S
Grant - others:GA ČR(CZ) GA21-19311S
Institutional support: RVO:67985807
Keywords : quantile regression * travel and tourism * robust regression * least weighted squares
OECD category: Statistics and probability
Impact factor: 0.5, year: 2022
Method of publishing: Open access
https://doi.org/10.32065/CJEF.2022.02.03
Permanent Link: https://hdl.handle.net/11104/0332474File Download Size Commentary Version Access 0559056-aoa.pdf 4 1.8 MB volně online Publisher’s postprint open-access - 5.0555814 - ÚTIA 2023 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Vidnerová, P.
Application Of Implicitly Weighted Regression Quantiles: Analysis Of The 2018 Czech Presidential Election.
RELIK 2021. Conference Proceedings. Prague: Prague University of Economics and Business, 2021 - (Langhamrová, J.; Vrabcová, J.), s. 332-341. ISBN 978-80-245-2429-0.
[RELIK 2021: Reproduction of Human Capital - mutual links and connections. Praha (CZ), 04.11.2021-05.11.2021]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985556
Keywords : linear regression * quantile regression * robustness, outliers * elections results
OECD category: Applied mathematics
http://library.utia.cas.cz/separaty/2021/SI/kalina-0555814.pdf
Permanent Link: http://hdl.handle.net/11104/0330264 - 6.0553132 - ÚI 2022 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Vidnerová, Petra
Application Of Implicitly Weighted Regression Quantiles: Analysis Of The 2018 Czech Presidential Election.
RELIK 2021. Conference Proceedings. Prague: Prague University of Economics and Business, 2021 - (Langhamrová, J.; Vrabcová, J.), s. 332-341. ISBN 978-80-245-2429-0.
[RELIK 2021: Reproduction of Human Capital - mutual links and connections. Praha (CZ), 04.11.2021-05.11.2021]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985807
Keywords : linear regression * quantile regression * robustness * outliers * elections results
OECD category: Political science
https://relik.vse.cz/2021/download/pdf/381-Vidnerova-Petra-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0328139File Download Size Commentary Version Access 0553132-aoa.pdf 6 625.8 KB Volně online Author´s preprint open-access - 7.0553129 - ÚI 2022 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
The 2020 Election In The United States: Beta Regression Versus Regression Quantiles.
RELIK 2021. Conference Proceedings. Prague: Prague University of Economics and Business, 2021 - (Langhamrová, J.; Vrabcová, J.), s. 321-331. ISBN 978-80-245-2429-0.
[RELIK 2021: Reproduction of Human Capital - mutual links and connections. Praha (CZ), 04.11.2021-05.11.2021]
Institutional support: RVO:67985807
Keywords : elections results * electoral demography * quantile regression * heteroscedasticity * outliers
OECD category: Political science
https://relik.vse.cz/2021/download/pdf/380-Kalina-Jan-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0328134File Download Size Commentary Version Access 0553129-aoa.pdf 5 471.1 KB Volně online Publisher’s postprint open-access - 8.0548703 - ÚI 2022 CZ eng A - Abstract
Kalina, Jan
The 2020 Election In The United States: Beta Regression Versus Regression Quantiles.
14th International Scientific Conference RELIK 2021. Book of Abstracts. Prague: Prague University of Economics and Business, 2021 - (Vrabcová, J.; Langhamrová, J.). s. 34-34
[RELIK 2021: Reproduction of Human Capital - mutual links and connections. 04.11.2021-05.11.2021, Praha]
Institutional support: RVO:67985807
Keywords : elections results * electoral demography * quantile regression * heteroscedasticity, outliers
Permanent Link: http://hdl.handle.net/11104/0324756File Download Size Commentary Version Access 0548703-aoa.pdf 1 126.4 KB Publisher’s postprint open-access - 9.0548702 - ÚI 2022 CZ eng A - Abstract
Kalina, Jan - Vidnerová, Petra
Application Of Implicitly Weighted Regression Quantiles: Analysis Of The 2018 Czech Presidential Election.
14th International Scientific Conference RELIK 2021. Book of Abstracts. Prague: Prague University of Economics and Business, 2021 - (Vrabcová, J.; Langhamrová, J.). s. 33-33
[RELIK 2021: Reproduction of Human Capital - mutual links and connections. 04.11.2021-05.11.2021, Praha]
Institutional support: RVO:67985807
Keywords : linear regression * quantile regression * robustness * outliers * elections results
Permanent Link: http://hdl.handle.net/11104/0324755File Download Size Commentary Version Access 0548702-aoa.pdf 1 181.2 KB Publisher’s postprint open-access - 10.0542338 - ÚTIA 2022 RIV US eng J - Journal Article
Hudecová, Š. - Šiman, Miroslav
Testing axial symmetry by means of directional regression quantiles.
Electronic Journal of Statistics. Roč. 15, č. 1 (2021), s. 2690-2715. ISSN 1935-7524. E-ISSN 1935-7524
R&D Projects: GA ČR GA17-07384S; GA ČR GA21-05325S
Institutional support: RVO:67985556
Keywords : axial symmetry * exchangeability * permutation symmetry * symmetry around a line * directional quantile * quantile regression
OECD category: Statistics and probability
Impact factor: 1.225, year: 2021
Method of publishing: Open access
http://library.utia.cas.cz/separaty/2021/SI/siman-0542338.pdf https://projecteuclid.org/journals/electronic-journal-of-statistics/volume-15/issue-1/Testing-axial-symmetry-by-means-of-directional-regression-quantiles/10.1214/21-EJS1850.full
Permanent Link: http://hdl.handle.net/11104/0320290