Search results
- 1.0583644 - 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 - 2.0583632 - 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 - 3.0583572 - 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
https://library.utia.cas.cz/separaty/2023/SI/kalina-0583572.pdf
Permanent Link: https://hdl.handle.net/11104/0351580 - 4.0582611 - NHÚ 2024 RIV NL eng J - Journal Article
Anatolyev, Stanislav - Sølvsten, M.
Testing many restrictions under heteroskedasticity.
Journal of Econometrics. Roč. 236, č. 1 (2023), č. článku 105473. ISSN 0304-4076. E-ISSN 1872-6895
Institutional support: RVO:67985998
Keywords : linear regression * ordinary least squares * many regressors
OECD category: Applied Economics, Econometrics
Impact factor: 6.3, year: 2022
Method of publishing: Limited access
https://doi.org/10.1016/j.jeconom.2023.03.011
Permanent Link: https://hdl.handle.net/11104/0350692 - 5.0582056 - NHU-C 2024 CZ eng D - Thesis
Skolkova, Alena
Essays on model uncertainty and model averaging.
Prague: Charles University, CERGE, 2023. 78 s.
Institutional support: Cooperatio-COOP
Keywords : model averaging * instrumental variables * linear regression
Subject RIV: AH - Economics
https://www.cerge-ei.cz/pdf/dissertations/Dissertation_Final_Skolkova.pdf
Permanent Link: https://hdl.handle.net/11104/0350168 - 6.0581709 - 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 - 7.0576123 - NHU-C 2024 CZ eng V - Research Report
Skolkova, Alena
Model averaging with ridge regularization.
Prague: CERGE-EI, 2023. 31 s. CERGE-EI Working Paper Series, 758. ISSN 2788-0443
Institutional support: Cooperatio-COOP
Keywords : linear regression * shrinkage * model averaging
OECD category: Applied Economics, Econometrics
https://www.cerge-ei.cz/pdf/wp/Wp758.pdf
Permanent Link: https://hdl.handle.net/11104/0345726 - 8.0574156 - NHU-C 2024 RIV NL eng J - Journal Article
Anatolyev, Stanislav - Sølvsten, M.
Testing many restrictions under heteroskedasticity.
Journal of Econometrics. Roč. 236, č. 1 (2023), č. článku 105473. ISSN 0304-4076. E-ISSN 1872-6895
R&D Projects: GA ČR(CZ) GA20-28055S
Institutional support: Cooperatio-COOP
Keywords : linear regression * ordinary least squares * many regressors
OECD category: Applied Economics, Econometrics
Impact factor: 6.3, year: 2022
Method of publishing: Limited access
https://doi.org/10.1016/j.jeconom.2023.03.011
Permanent Link: https://hdl.handle.net/11104/0344497 - 9.0564520 - ÚI 2023 CZ eng A - Abstract
Kalina, Jan - Janáček, P.
A Bootstrap Comparison of Robust Regression Estimators.
Mathematical Methods in Economics 2022: Book of Abstracts. Jihlava, 2022 - (Vojáčková, H.). s. 39-39. ISBN 978-80-88064-61-9.
[MME 2022: International Conference on Mathematical Methods in Economics /40./. 07.09.2022-09.09.2022, Jihlava]
R&D Projects: GA ČR GA21-05325S
Institutional support: RVO:67985807
Keywords : linear regression * robust estimation * nonparametric bootstrap * bootstrap hypothesis testing
https://mme2022.vspj.cz/download/book-of-abstracts-3.pdf
Permanent Link: https://hdl.handle.net/11104/0336183File Download Size Commentary Version Access 0564520-aw.pdf 2 125.1 KB volně online Publisher’s postprint open-access - 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