Aplikace EM-algoritmu
| Thesis title in Czech: | Aplikace EM-algoritmu |
|---|---|
| Thesis title in English: | Applications of EM-algorithm |
| Key words: | EM algoritmus, problém neúplných dat, metoda maximální věrohodnosti |
| English key words: | EM algorithm, incomplete data problem, maximum likelihood method |
| Academic year of topic announcement: | 2010/2011 |
| Thesis type: | Bachelor's thesis |
| Thesis language: | čeština |
| Department: | Department of Probability and Mathematical Statistics (32-KPMS) |
| Supervisor: | doc. Ing. Marek Omelka, Ph.D. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 05.11.2010 |
| Date of assignment: | 05.11.2010 |
| Date and time of defence: | 05.09.2011 00:00 |
| Date of electronic submission: | 03.08.2011 |
| Date of submission of printed version: | 04.08.2011 |
| Date of proceeded defence: | 05.09.2011 |
| Opponents: | doc. Mgr. Michal Kulich, Ph.D. |
| Guidelines |
| EM-algoritmus je metoda výpočtu maximálně věrohodného odhadu
v případě chybějících dat. Student(ka) se seznámí s tímto algoritmem, popíše jeho vlastnosti a ukáže jeho využití na praktických problémech. |
| References |
| McLachlan, Krishnan: The EM Algorithms and Extensions, Wiley, 2008 |