P-splajnová regrese
| Thesis title in thesis language (Slovak): | P-splajnová regrese |
|---|---|
| Thesis title in Czech: | P-splajnová regrese |
| Thesis title in English: | P-splines Regression |
| Academic year of topic announcement: | 2009/2010 |
| Thesis type: | Bachelor's thesis |
| Thesis language: | slovenština |
| Department: | Department of Probability and Mathematical Statistics (32-KPMS) |
| Supervisor: | Mgr. Jozef Juríček |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 25.11.2009 |
| Date of assignment: | 25.11.2009 |
| Date and time of defence: | 14.09.2010 00:00 |
| Date of electronic submission: | 14.09.2010 |
| Date of proceeded defence: | 14.09.2010 |
| Opponents: | doc. Ing. Marek Omelka, Ph.D. |
| Guidelines |
| Student se seznámí s níže uvedenou literaturou, téma zpracuje podle těchto pramenů, teoretické poznatky bude ilustrovat na příkladech a provede statistickou analýzu reálných dat.
Ze statistického pohledu jde o konstrukci a použití regresního modelu se speciálním tvarem regresní funkce (po částech polynomiální). |
| References |
| [1] Bollaerts, K., Eilers, P. H. C., and van Mechelen, I. (2006). Simple and multiple P-splines regression with shape constraints. British Journal of Mathematical and Statistical Psychology, 59:451-469.
[2] Eilers, P. H. C. and Marx, B. D.(1996). Flexible smoothing with B-splines and penalties. Statistical Science, 11(2):89-121. |