Průměrování modelů
| Thesis title in Czech: | Průměrování modelů |
|---|---|
| Thesis title in English: | Model averaging |
| Key words: | průměrování modelů|MCP-Mod|závislost odpovědi na dávce|konfidenční intervaly |
| English key words: | model-averaging|MCP-Mod|dose-response|confidence intervals |
| Academic year of topic announcement: | 2020/2021 |
| Thesis type: | diploma thesis |
| Thesis language: | čeština |
| Department: | Department of Probability and Mathematical Statistics (32-KPMS) |
| Supervisor: | doc. RNDr. Zdeněk Hlávka, Ph.D. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 18.02.2021 |
| Date of assignment: | 18.02.2021 |
| Confirmed by Study dept. on: | 09.03.2021 |
| Date and time of defence: | 08.06.2022 08:20 |
| Date of electronic submission: | 05.05.2022 |
| Date of submission of printed version: | 09.05.2022 |
| Date of proceeded defence: | 08.06.2022 |
| Opponents: | prof. RNDr. Jaromír Antoch, CSc. |
| Guidelines |
| Uchazeč podrobně rozebere metodu `model averaging' založenou na průměrování většího počtu modelů. Hlavním cílem práce je prozkoumání možností konstrukce konfidenčních intervalů při použití metody MCP-Mod v modelech závislosti odpovědi na dávce. |
| References |
| Bretz, F., Pinheiro, J. C., & Branson, M. (2005). Combining multiple comparisons and modeling techniques in dose‐response studies. Biometrics, 61(3), 738-748.
Claeskens, G., & Hjort, N. L. (2008). Model selection and model averaging. Cambridge Books. Hansen, B. E. (2007). Least squares model averaging. Econometrica, 75(4), 1175-1189. Moral‐Benito, E. (2015). Model averaging in economics: An overview. Journal of Economic Surveys, 29(1), 46-75. Verrier, D., Sivapregassam, S., & Solente, A. C. (2014). Dose-finding studies, MCP-Mod, model selection, and model averaging: two applications in the real world. Clinical Trials, 11(4), 476-484. |