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0510771 - ÚTIA 2020 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Neoral, A.
A Robustified Metalearning Procedure for Regression Estimators.
The 13th International Days of Statistics and Economics Conference Proceedings. Slaný: Melandrium, 2019 - (Löster, T.; Pavelka, T.), s. 617-626. ISBN 978-80-87990-18-6.
[International Days of Statistics and Economics /13./. Prague (CZ), 05.09.2019-07.09.2019]
R&D Projects: GA ČR GA17-07384S
Institutional support: RVO:67985556
Keywords : model choice * computational statistics * robustness * variable selection
OECD category: Pure mathematics
http://library.utia.cas.cz/separaty/2019/SI/kalina-0510771.pdf
Permanent Link: http://hdl.handle.net/11104/0301154

0506986 - ÚTIA 2020 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Pitra, Z.
How to down-weight observations in robust regression: A metalearning study.
Mathematical Methods in Economics 2018. Conference Proceedings. Prague: MatfyzPress, 2018 - (Váchová, L.; Kratochvíl, V.), s. 204-209. ISBN 978-80-7378-371-6.
[MME 2018. International Conference Mathematical Methods in Economics /36./. Jindřichův Hradec (CZ), 12.09.2018-14.09.2018]
R&D Projects: GA ČR GA17-07384S; GA ČR GA17-01251S
Institutional support: RVO:67985556 ; RVO:67985807
Keywords : metalearning * robust statistics * linear regression * outliers
OECD category: Statistics and probability; Statistics and probability (UIVT-O)
http://library.utia.cas.cz/separaty/2019/SI/kalina-0506986.pdf
Permanent Link: http://hdl.handle.net/11104/0298101

0497296 - ÚI 2019 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan
Nonparametric Bootstrap Techniques for Implicitly Weighted Robust Estimators.
The 12th International Days of Statistics and Economics Conference Proceedings. Slaný: Melandrium, 2018 - (Löster, T.; Pavelka, T.), s. 770-779. 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 GA17-07384S
Institutional support: RVO:67985807
Keywords : robust statistics * econometrics * correlation coefficient * multivariate data
OECD category: Statistics and probability
https://msed.vse.cz/msed_2018/article/3-Kalina-Jan-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0289872

0489955 - ÚTIA 2019 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, B.
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]
R&D Projects: GA ČR GA17-07384S
Institutional support: RVO:67985556
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://library.utia.cas.cz/separaty/2018/SI/kalina-0489955.pdf
Permanent Link: http://hdl.handle.net/11104/0284249

0475084 - ÚI 2018 RIV CZ eng C - Conference Paper (international conference)
Kalina, Jan - Peštová, Barbora
Exact Inference In Robust Econometrics under Heteroscedasticity.
The 11th International Days of Statistics and Economics Conference Proceedings. Slaný: Melandrium, 2017 - (Löster, T.; Pavelka, T.), s. 636-645. ISBN 978-80-87990-12-4.
[International Days of Statistics and Economics /11./. Prague (CZ), 14.09.2017-16.09.2017]
R&D Projects: GA ČR GA17-07384S
Institutional support: RVO:67985807
Keywords : heteroscedasticity * robust statistics * regression * diagnostic tools * economic data
OECD category: Statistics and probability
https://msed.vse.cz/msed_2017/article/6-Kalina-Jan-paper.pdf
Permanent Link: http://hdl.handle.net/11104/0271960