Regresní hloubka a podobné metody
| Thesis title in Czech: | Regresní hloubka a podobné metody |
|---|---|
| Thesis title in English: | Regression depth and related methods |
| Key words: | regresní hloubka|hloubka|robustní regrese |
| English key words: | regression depth|depth|robust regression |
| Academic year of topic announcement: | 2019/2020 |
| Thesis type: | diploma thesis |
| Thesis language: | čeština |
| Department: | Department of Probability and Mathematical Statistics (32-KPMS) |
| Supervisor: | doc. Mgr. Stanislav Nagy, Ph.D. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 28.09.2019 |
| Date of assignment: | 28.09.2019 |
| Confirmed by Study dept. on: | 27.02.2020 |
| Date and time of defence: | 12.09.2022 09:00 |
| Date of electronic submission: | 20.07.2022 |
| Date of submission of printed version: | 25.07.2022 |
| Date of proceeded defence: | 12.09.2022 |
| Opponents: | doc. Ing. Marek Omelka, Ph.D. |
| Guidelines |
| V práci bude predstavený koncept regresnej hĺbky, a príslušný robustný odhad regresných koeficientov v lineárnom modele. Tento odhad bude kriticky porovnaný s ďalšími robustnými regresnými odhadmi známymi z literatúry. |
| References |
| Ryan, T. P. (2009). Modern regression methods. Second edition. Wiley Series in Probability and Statistics. John Wiley & Sons, Inc., Hoboken, NJ. xx+642 pp.
Rousseeuw, P. J., Hubert, M. (1999). Regression depth. J. Amer. Statist. Assoc. 94(446): 388–433. Zuo, Y. (2019). On general notions of depth for regression. arXiv preprint arXiv:1805.02046 |