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- 1.0579680 - 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 - 2.0497292 - ÚI 2019 RIV CZ eng C - Conference Paper (international conference)
Peštová, Barbora - Kalina, Jan
Robust Metalearning: Comparing Robust Regression Using A Robust Prediction Error.
The 12th International Days of Statistics and Economics Conference Proceedings. Slaný: Melandrium, 2018 - (Löster, T.; Pavelka, T.), s. 1367-1376. ISBN 978-80-87990-14-8.
[International Days of Statistics and Economics /12./. Prague (CZ), 06.09.2018-08.09.2018]
R&D Projects: GA ČR GA17-01251S
Institutional support: RVO:67985807
Keywords : metalearning * robust regression * outliers * robust prediction error
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://msed.vse.cz/msed_2018/article/13-Pestova-Barbora-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0289877File Download Size Commentary Version Access 0497292a.pdf 6 626.9 KB Volne na webu Publisher’s postprint open-access - 3.0490843 - ÚI 2019 RIV CH eng C - Conference Paper (international conference)
Peštová, Barbora - Pešta, M.
Change Point in Panel Data with Small Fixed Panel Size: Ratio and Non-ratio Test Statistics.
Statistics and Simulation. Cham: Springer, 2018 - (Pilz, J.; Rasch, D.; Melas, V.; Moder, K.), s. 259-271. Springer Proceedings in Mathematics and Statistics, 231. ISBN 978-3-319-76034-6. ISSN 2194-1009. E-ISSN 2194-1017.
[IWS 2015. International Workshop on Simulation /8./. Vienna (AT), 21.09.2015-25.09.2015]
R&D Projects: GA ČR(CZ) GBP402/12/G097
Institutional support: RVO:67985807
Keywords : Change point * Panel data * Change in mean * Hypothesis testing * Structural change * Ratio type statistics
OECD category: Statistics and probability
Permanent Link: http://hdl.handle.net/11104/0284981File Download Size Commentary Version Access a0490843.pdf 6 181 KB Author´s preprint require - 4.0489088 - ÚI 2019 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, Barbora
Various Approaches to Szroeter’s Test for Regression Quantiles.
Proceedings of the 11th International Scientific Conference INPROFORUM: Innovations, Enterprises, Regions and Management. České Budějovice: University of South Bohemia in České Budějovice, 2017 - (Pech, M.), s. 361-365. ISBN 978-80-7394-667-8. E-ISSN 2336-6788.
[INPROFORUM 2017. The International Scientific Conference. Innovations, Enterprises, Regions and Management /11./. České Budějovice (CZ), 09.11.2017-10.11.2017]
Institutional support: RVO:67985807
Keywords : Heteroscedasticity * Regression median * Diagnostic tools * Asymptotics
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://ocs.ef.jcu.cz/index.php/inproforum/INP2017/paper/view/916
Permanent Link: http://hdl.handle.net/11104/0283572File Download Size Commentary Version Access a0489088 .pdf 3 290.2 KB Publisher’s postprint require - 5.0484133 - ÚI 2018 RIV ES eng C - Conference Paper (international conference)
Peštová, Barbora - Pešta, M.
Change Point Detection in Autoregression Without Variability Estimation.
Proceedings of the International work-conference on Time Series 2017. Granada: Godel Editorial, 2017 - (Valenzuela, O.; Rojas, F.; Pomares, H.; Rojas, I.), s. 674-685. ISBN 978-84-17293-01-7.
[ITISE 2017. International Work-Conference on Time Series. Granada (ES), 18.09.2017-20.09.2017]
R&D Projects: GA ČR(CZ) GBP402/12/G097
Institutional support: RVO:67985807
Keywords : change point * structural change * change in autoregression * hypothesis testing * ratio type statistic * variance estimation free test
OECD category: Pure mathematics
Permanent Link: http://hdl.handle.net/11104/0279300File Download Size Commentary Version Access a0484133.pdf 7 516.9 KB Publisher’s postprint require - 6.0484127 - ÚI 2019 RIV CH eng C - Conference Paper (international conference)
Peštová, Barbora - Pešta, M.
Asymptotic and Bootstrap Tests for a Change in Autoregression Omitting Variability Estimation.
Time Series Analysis and Forecasting: Selected Contributions from ITISE 2017. Cham: Springer, 2018 - (Rojas, I.; Pomares, H.; Valenzuela, O.), s. 187-202. Contributions to Statistics. ISBN 978-3-319-96943-5. ISSN 1431-1968.
[ITISE 2017. International Work-Conference on Time Series. Granada (ES), 18.09.2017-20.09.2017]
Grant - others:GA ČR(CZ) GJ18-01781Y
Institutional support: RVO:67985807
Keywords : change point * structural change * change in autoregression * hypothesis testing * bootstrap * ratio type statistic * variance estimation free test
OECD category: Statistics and probability
Permanent Link: http://hdl.handle.net/11104/0279297 - 7.0483701 - ÚI 2020 RIV CH eng C - Conference Paper (international conference)
Peštová, Barbora - Pešta, M.
Variance estimation free tests for structural changes in regression.
Nonparametric Statistics : 3rd ISNPS, Avignon, France, June 2016. Cham: Springer, 2018 - (Bertail, P.; Blanke, D.; Cornillon, P.; Matzner-Lober, E.), February, s. 357-373. Springer Proceedings in Mathematics & Statistics, 250. ISBN 978-3-319-96941-1. ISSN 2194-1009.
[ISNPS 2016. Conference of the International Society for Non-Parametric Statistics /3./. Avignon (FR), 11.06.2016-16.06.2016]
Grant - others:GA ČR(CZ) GBP402/12/G097
Program: GB
Institutional support: RVO:67985807
Keywords : change point * structural change * change in regression * hypothesis testing * ratio type statistics * robustness * variance estimation free test
OECD category: Statistics and probability
Permanent Link: http://hdl.handle.net/11104/0278906 - 8.0476538 - ÚI 2018 RIV CH eng C - Conference Paper (international conference)
Peštová, Barbora - Pešta, M.
Ratio Tests of a Change in Panel Means with Small Fixed Panel Size.
Advances in Time Series Analysis and Forecasting. Cham: Springer, 2017 - (Rojas, I.; Pomares, H.; Valenzuela, O.), s. 223-240. Contributions to Statistics. ISBN 978-3-319-55788-5. ISSN 1431-1968.
[ITISE 2016. International Work-Conference on Time Series. Granada (ES), 27.06.2016-29.06.2016]
R&D Projects: GA ČR(CZ) GBP402/12/G097
Institutional support: RVO:67985807
Keywords : change point * panel data * change in mean * hypothesis testing * structural change * fixed panel size * short panels * ratio type statistics
OECD category: Pure mathematics
Permanent Link: http://hdl.handle.net/11104/0273018 - 9.0475090 - ÚI 2018 RIV DE eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, Barbora
Nonparametric Bootstrap Estimation for Implicitly Weighted Robust Regression.
Proceedings ITAT 2017: Information Technologies - Applications and Theory. Aachen & Charleston: Technical University & CreateSpace Independent Publishing Platform, 2017 - (Hlaváčová, J.), s. 78-85. CEUR Workshop Proceedings, V-1885. ISBN 978-1974274741. ISSN 1613-0073.
[ITAT 2017. Conference on Theory and Practice of Information Technologies - Applications and Theory /17./. Martinské hole (SK), 22.09.2017-26.09.2017]
R&D Projects: GA ČR GA17-01251S
Institutional support: RVO:67985807
Keywords : robust regression * nonlinear regression * nonparametric estimation
OECD category: Statistics and probability
http://ceur-ws.org/Vol-1885/78.pdf
Permanent Link: http://hdl.handle.net/11104/0271964File Download Size Commentary Version Access a0475090.pdf 1 698.8 KB Publisher’s postprint require - 10.0475088 - ÚI 2018 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, Barbora
Robust Regression Estimators: A Comparison of Prediction Performance.
MME 2017 Mathematical Methods in Economics. Hradec Králové: University of Hradec Králové, 2017 - (Pražák, P.), s. 307-312. ISBN 978-80-7435-678-0.
[MME 2017. International Conference Mathematical Methods in Economics /35./. Hradec Králové (CZ), 13.09.2017-15.09.2017]
R&D Projects: GA ČR GA17-01251S
Institutional support: RVO:67985807
Keywords : robust estimation * linear regression * prediction * outliers * metalearning
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Permanent Link: http://hdl.handle.net/11104/0271963File Download Size Commentary Version Access a0475088.pdf 1 1.9 MB Publisher’s postprint require