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 0 1.2 MB Freely available: https://www.kybernetika.cz/content/2024/1/38/paper.pdf Publisher’s postprint require - 2.0585917 - ÚI 2025 RIV US eng J - Journal Article
Fotiadis, A. - Vlachos, Ioannis - Kugiumtzis, D.
The causality measure of partial mutual information from mixed embedding (PMIME) revisited.
Chaos. Roč. 34, č. 3 (2024), č. článku 033113. ISSN 1054-1500. E-ISSN 1089-7682
Institutional support: RVO:67985807
Keywords : Non linear dynamics * Financial economics * Information and communication theory * Information theory entropy * Signal processing * Computer simulation * Regression analysis * Statistical analysis * Stochastic processes * Time series analysis
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 2.9, year: 2022
Method of publishing: Limited access
https://doi.org/10.1063/5.0189056
Permanent Link: https://hdl.handle.net/11104/0353555 - 3.0585911 - ÚI 2025 RIV DE eng J - Journal Article
Kovář, R. - Brabec, Marek - Moravec, P. - Husák, T.
Fire Salamander, Salamandra salamandra, niche selection in Central European conditions.
Salamandra. Roč. 60, č. 2 (2024), s. 129-146. ISSN 0036-3375
Institutional support: RVO:67985807
Keywords : Amphibia * Caudata * Salamandridae * climate preferences * habitat preferences * logistic regression * niche modelling
OECD category: Statistics and probability
Impact factor: 1.3, year: 2022
Method of publishing: Open access
https://www.salamandra-journal.com/index.php/contents/2024-vol-60/2149-kovar,-r-,-m-brabec,-p-moravec-t-husak/file
Permanent Link: https://hdl.handle.net/11104/0353550 - 4.0585224 - ÚI 2025 RIV GB eng J - Journal Article
Dudášová, J. - Valenta, Zdeněk - Sachs, J. R.
Elucidating vaccine efficacy using a correlate of protection, demographics, and logistic regression.
BMC Medical Research Methodology. Roč. 24, 30 April 2024 (2024), č. článku 101. E-ISSN 1471-2288
Institutional support: RVO:67985807
Keywords : Correlate of protection * Vaccine efficacy * Relative risk * Baseline covariates * Logistic regression
OECD category: Infectious Diseases
Impact factor: 4, year: 2022
Method of publishing: Open access
https://doi.org/10.1186/s12874-024-02197-3
Permanent Link: https://hdl.handle.net/11104/0352993File Download Size Commentary Version Access 0585224-foa.pdf 0 2.5 MB OA CC BY 4.0 Publisher’s postprint open-access
Research data: Publisher web - Supplementary material - 5.0585174 - ÚTIA 2025 RIV CZ eng J - Journal Article
Volf, Petr - Kouřim, T.
A model and application of binary random sequence with probabilities depending on history.
Kybernetika. Roč. 60, č. 1 (2024), s. 110-124. ISSN 0023-5954
Institutional support: RVO:67985556
Keywords : statistics * discrete time process * logistic regression,
OECD category: Statistics and probability
Impact factor: 0.5, year: 2022
Method of publishing: Open access
http://library.utia.cas.cz/separaty/2024/SI/volf-0585174.pdf
Permanent Link: https://hdl.handle.net/11104/0353495 - 6.0583644 - ÚTIA 2024 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Statistical Method Selection Matters: Vanilla Methods in Regression May Yield Misleading Results.
Proceedings of the 17th International Scientific Conference INPROFORUM: Challenges and Opportunities in the Digital World. České Budějovice: University of South Bohemia in České Budějovice, Faculty of Economics, 2023 - (Rolínek, L.), s. 5-10. ISBN 978-80-7694-053-6. E-ISSN 2336-6788.
[INPROFORUM 2023: Challenges and Opportunities in the Digital World. International Scientific Conference /17./. České Budějovice (CZ), 02.11.2023-03.11.2023]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985556
Keywords : linear regression * assumptions * non-standard situations * robustness * diagnostics
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2024/SI/kalina-0583644.pdf
Permanent Link: https://hdl.handle.net/11104/0351666 - 7.0583632 - ÚI 2024 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Statistical Method Selection Matters: Vanilla Methods in Regression May Yield Misleading Results.
Proceedings of the 17th International Scientific Conference INPROFORUM: Challenges and Opportunities in the Digital World. České Budějovice: University of South Bohemia in České Budějovice, Faculty of Economics, 2023 - (Rolínek, L.), s. 5-10. ISBN 978-80-7694-053-6. E-ISSN 2336-6788.
[INPROFORUM 2023: Challenges and Opportunities in the Digital World. International Scientific Conference /17./. České Budějovice (CZ), 02.11.2023-03.11.2023]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985807
Keywords : linear regression * assumptions * non-standard situations * robustness * diagnostics
OECD category: Statistics and probability
https://inproforum.ef.jcu.cz/incfiles/inf-990000-0900_007.pdf https://doi.org/10.32725/978-80-7694-053-6.63
Permanent Link: https://hdl.handle.net/11104/0351663 - 8.0583584 - ÚTIA 2024 RIV PL eng J - Journal Article
Kalina, Jan - Tichavský, J.
On Robust Estimation of Error Variance in (Highly) Robust Regression.
Measurement Science Review. Roč. 20, č. 1 (2020), s. 6-14. ISSN 1335-8871. E-ISSN 1335-8871
R&D Projects: GA ČR(CZ) GA19-05704S; GA ČR GA17-07384S
Institutional support: RVO:67985556
Keywords : high robustness * simulation * least weighted squares * variance of errors * outliers * robust regression
OECD category: Statistics and probability
Impact factor: 1.319, year: 2020
Method of publishing: Open access
https://sciendo.com/article/10.2478/msr-2020-0002
Permanent Link: https://hdl.handle.net/11104/0351590 - 9.0583574 - ÚTIA 2024 RIV CH eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, B.
On the Bayesian Interpretation of Penalized Statistical Estimators.
Artificial Intelligence and Soft Computing. 22nd International Conference, ICAISC 2023, Proceedings, Part 2. Cham: Springer, 2023 - (Rutkowski, L.; Scherer, R.; Korytkowski, M.; Pedrycz, W.; Tadeusiewicz, R.; Zurada, J.), s. 343-352. Lecture Notes in Computer Science, 14126. ISBN 978-3-031-42507-3.
[ICAISC 2023: International Conference on Artificial Intelligence and Soft Computing /22./. Zakopane (PL), 18.07.2023-22.07.2023]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985556
Keywords : Bayesian estimation * regularization * penalization * robustness * regression
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2023/SI/kalina-0583574.pdf
Permanent Link: https://hdl.handle.net/11104/0351579 - 10.0583572 - ÚTIA 2024 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Janáček, Patrik
A Bootstrap Comparison of Robust Regression Estimators.
Mathematical Methods in Economics 2022: Proceedings. Jihlava: College of Polytechnics Jihlava, 2022 - (Vojáčková, H.), s. 161-167. ISBN 978-80-88064-62-6.
[MME 2022: International Conference on Mathematical Methods in Economics /40./. Jihlava (CZ), 07.09.2022-09.09.2022]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985556
Keywords : linear regression * robust estimation * nonparametric bootstrap * bootstrap hypothesis testing
OECD category: Statistics and probability
http://library.utia.cz/separaty/2023/SI/kalina-0583572.pdf
Permanent Link: https://hdl.handle.net/11104/0351580