Search results
- 1.0583632 - 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 - 2.0581711 - ÚI 2024 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
From John Graunt to Adolphe Quetelet: on the Origins Of Demography.
RELIK 2023. Conference Proceedings. Prague: Prague University of Economics and Business, 2023 - (Langhamrová, J.; Vrabcová, J.), s. 113-122. ISBN 978-80-245-2499-3.
[RELIK 2023: Reproduction of Human Capital - mutual links and connections /16./. Praha (CZ), 23.11.2023-24.11.2023]
Institutional support: RVO:67985807
Keywords : history of demography * history of statistics * probability theory * moral statistics * mortality tables
OECD category: Philosophy, History and Philosophy of science and technology
https://relik.vse.cz/2023/download/pdf/671-Kalina-Jan-paper.pdf
Permanent Link: https://hdl.handle.net/11104/0349892File Download Size Commentary Version Access 0581711-awfin.pdf 2 150.2 KB volně online Publisher’s postprint open-access - 3.0581709 - ÚI 2024 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Vidnerová, Petra - Večeř, M.
The 2022 Election in the United States: Reliability of a Linear Regression Model.
RELIK 2023. Conference Proceedings. Prague: Prague University of Economics and Business, 2023 - (Langhamrová, J.; Vrabcová, J.), s. 123-132. ISBN 978-80-245-2499-3.
[RELIK 2023: Reproduction of Human Capital - mutual links and connections /16./. Praha (CZ), 23.11.2023-24.11.2023]
Grant - others:GA ČR(CZ) GA21-19311S
Institutional support: RVO:67985807
Keywords : elections results * electoral demography * linear regression * reliability * variability
OECD category: Statistics and probability
https://relik.vse.cz/2023/download/pdf/689-Vidnerova-Petra-paper.pdf
Permanent Link: https://hdl.handle.net/11104/0349891File Download Size Commentary Version Access 0581709-awfin.pdf 2 386 KB volně online Publisher’s postprint open-access - 4.0581699 - ÚI 2024 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Some Robust Approaches to Reducing the Complexity of Economic Data.
The 17th International Days of Statistics and Economics Conference Proceedings. Praha: Melandrium, 2023 - (Löster, T.; Pavelka, T.), s. 246-255. ISBN 978-80-87990-31-5.
[International Days of Statistics and Economics /17./. Praha (CZ), 07.09.2023-09.09.2023]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985807
Keywords : dimensionality reduction * Big Data * variable selection * robustness * sparsity
OECD category: Statistics and probability
https://msed.vse.cz/msed_2023/article/687-Kalina-Jan-paper.pdf
Permanent Link: https://hdl.handle.net/11104/0349888File Download Size Commentary Version Access 0581699-awfin.pdf 2 588.2 KB volně online Publisher’s postprint open-access - 5.0580817 - ÚI 2024 RIV CH eng C - Conference Paper (international conference)
Kalina, Jan - Janáček, Patrik
Robustness Aspects of Optimized Centroids.
Classification and Data Science in the Digital Age. Cham: Springer, 2023 - (Brito, P.; Dias, J.; Lausen, B.; Montanari, A.; Nugent, R.), s. 193-201. Studies in Classification, Data Analysis, and Knowledge Organization. ISBN 978-3-031-09033-2.
[IFCS 2022: The Conference of the International Federation of Classification Societies /17./. Porto (PT), 19.07.2022-23.07.2022]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Image processing * Optimized centroids * Robustness * Sparsity * Low-energy replacements
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://doi.org/10.1007/978-3-031-09034-9_22
Permanent Link: https://hdl.handle.net/11104/0349582File Download Size Commentary Version Access 0580817-afinoa.pdf 1 283 KB OA CC BY 4.0 Publisher’s postprint open-access - 6.0579680 - ÚI 2024 RIV CH eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, Barbora
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:67985807
Keywords : Bayesian estimation * regularization * penalization * robustness * regression
OECD category: Statistics and probability
https://doi.org/10.1007/978-3-031-42508-0_31
Permanent Link: https://hdl.handle.net/11104/0348492 - 7.0577080 - ÚI 2024 RIV CH eng C - Conference Paper (international conference)
Kalina, Jan - Vidnerová, Petra
Properties of the Weighted and Robust Implicitly Weighted Correlation Coefficients.
Artificial Neural Networks and Machine Learning – ICANN 2023. Proceedings, Part IX. Cham: Springer, 2023 - (Iliadis, L.; Papaleonidas, A.; A, P.; Jayne, C.), s. 200-212. Lecture Notes in Computer Science, 14262. ISBN 978-3-031-44200-1. ISSN 0302-9743.
[ICANN 2023: International Conference on Artificial Neural Networks /32./. Heraklion (GR), 26.09.2023-29.09.2023]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Correlation coefficient * Outliers * Robustness * Image analysis * Approximate computing
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.1007/978-3-031-44201-8_17
Permanent Link: https://hdl.handle.net/11104/0346342 - 8.0571220 - ÚI 2024 RIV RS eng C - Conference Paper (international conference)
Kalina, Jan - Soukup, Lubomír
History of Statistical Thinking: From Uncertainty to Uncertain Knowledge.
PaKSoM 2022: Proceedings of the 4th Virtual International Conference Path to a Knowledge Society-Managing Risks and Innovation. Niš / Belgrade: Complex Systems Research Centre and Mathematical Institute of the Serbian Academy of Sciences and Arts, 2023 - (Stanković, M.; Nikolić, V.), s. 497-504. ISBN 978-86-82602-00-2.
[PaKSoM 2022: The Virtual International Conference Path to a Knowledge Society-Managing Risks and Innovation /4./. Virtual (RS), 08.12.2022-09.12.2022]
Institutional support: RVO:67985807 ; RVO:67985556
Keywords : history of statistics * information and knowledge * uncertainty * probability * data analysis * methodology of science
OECD category: Statistics and probability; Statistics and probability (UTIA-B)
https://paksom.cosrec.org/wp-content/uploads/2023/03/PaKSoM_2022.pdf
Permanent Link: https://hdl.handle.net/11104/0342488File Download Size Commentary Version Access 0571220-a.pdf 2 263.2 KB volně online / free at conference website Publisher’s postprint open-access - 9.0568613 - ÚI 2024 RIV CH eng C - Conference Paper (international conference)
Vidnerová, Petra - Kalina, Jan
Multi-objective Bayesian Optimization for Neural Architecture Search.
Artificial Intelligence and Soft Computing. 21st International Conference, ICAISC 2022. Proceedings, Part I. Cham: Springer, 2023 - (Rutkowski, L.; Scherer, R.; Korytkowski, M.; Pedrycz, W.; Tadeusiewicz, R.; Zurada, J.), s. 144-153. Lecture Notes in Computer Science, 13588. ISBN 978-3-031-23491-0. ISSN 0302-9743.
[ICAISC 2022: International Conference on Artificial Intelligence and Soft Computing /21./. Zakopane (PL), 18.06.2022-22.06.2022]
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Bayesian optimization * Multi-objective optimization * Neural architecture search * Number of parameters
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://dx.doi.org/10.1007/978-3-031-23492-7_13
Permanent Link: https://hdl.handle.net/11104/0339882 - 10.0564518 - ÚI 2023 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:67985807 ; RVO:67985556
Keywords : linear regression * robust estimation * nonparametric bootstrap * bootstrap hypothesis testing
OECD category: Statistics and probability; Statistics and probability (UTIA-B)
https://mme2022.vspj.cz/download/proceedings-4.pdf
Permanent Link: https://hdl.handle.net/11104/0336179File Download Size Commentary Version Access 0564518-aonl.pdf 3 1.5 MB Volně online Publisher’s postprint open-access