Bc. Jakub Perniš
Master's thesis
Regresní modely pro cenzorovaná data
Regression models for censored data
Abstract:
This diploma thesis concerns regression models for censored data. We introduce concept of counting process and state nonparametric estimators of cumulative hazard and survival function. We discuss in detail Cox regression model and Aalen additive regression model, which are then applied on real data. For computational purposes we use software R.Abstract:
Táto diplomová práca sa zaoberá regresnými modelmi pre cenzúrované dáta. Predstavíme pojem čítacieho procesu a uvedieme neparametrické estimátory kumulatívneho rizika a funkcie prežitia. Podrobne preberieme Coxov regresný model a Aalenov aditívny regresný model, ktoré následne aplikujeme na reálne dáta. Na výpočetné účely používame software R.
Language used: Slovak
Date on which the thesis was submitted / produced: 14. 5. 2018
Identifier:
https://is.muni.cz/th/ktbio/
Thesis defence
- Date of defence: 12. 6. 2018
- Supervisor: Mgr. Andrea Kraus, M.Sc.
- Reader: Mgr. David Kraus, Ph.D.
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Přírodovědecká fakultaMasaryk University
Faculty of ScienceMaster programme / field:
Mathematics / Statistics and Data Analysis