Neparametrické metody prostorové statistiky
| Thesis title in Czech: | Neparametrické metody prostorové statistiky |
|---|---|
| Thesis title in English: | Nonparametric methods in spatial statistics |
| Key words: | Bodový proces, neparametrické metody, klasifikace. |
| English key words: | Point process, nonparametric methods, classification. |
| Academic year of topic announcement: | 2018/2019 |
| Thesis type: | dissertation |
| Thesis language: | čeština |
| Department: | Department of Probability and Mathematical Statistics (32-KPMS) |
| Supervisor: | RNDr. Jiří Dvořák, Ph.D. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 27.09.2018 |
| Date of assignment: | 27.09.2018 |
| Confirmed by Study dept. on: | 29.10.2018 |
| Guidelines |
| Student/ka se bude zabývat neparametrickými metodami statistiky pro bodové procesy. Výchozím problémem je klasifikace v kontextu replikovaných bodových vzorků. Student/ka bude řešit tuto úlohu pomocí jádrové regrese, prozkoumá vlastnosti této metody a porovná ji s ostatními metodami dostupnými v literatuře. |
| References |
| D.J. Daley and D. Vere-Jones (2002). An Introduction to the Theory of Point Processes - Volume I: Elementary Theory and Methods, Springer Verlag, New York.
D.J. Daley and D. Vere-Jones (2008). An Introduction to the Theory of Point Processes - Volume II: General Theory and Structure, Springer Verlag, New York. J. Moller and R.P. Waagepetersen (2003). Statistical Inference and Simulation for Spatial Point Processes, Chapman and Hall/CRC, Boca Raton. F. Ferraty, P. Vieu (2006). Nonparametric functional data analysis: theory and practice, Springer Verlag, New York. |