0438210 20240903170631.220150106235959.9 84920609441 000348961900001 10.14736/kyb-2014-6-0849 20 s. P cav_un_epca*02971630023-5954506 (2014)849-868Ústav teorie informace a automatizace AV ČR, v. v. i. Aalen model Bayesian estimation MCMC cav_un_auth*0257680 Timková Jana Stochastická informatika Department of Stochastic Informatics SI SI UTIA-B K 100 Ústav teorie informace a automatizace AV ČR, v. v. i. http://library.utia.cas.cz/separaty/2014/SI/timkova-0438210.pdf The paper describes a method of estimating the hazard rate of survival data following monotone Aalen regression model. The proposed approach is based on techniques which were introduced by Arjas and Gasbarra. The unknown functional parameters are assumed to be apriori piecewise constant on intervals of varying count and size. The estimates are obtained with the aid of the Gibbs sampler and its variants. The performance of the method is explored bysimulations. The results indicate that the method is applicable on small sample size datasets. 2015 BB 1 4 O 4o 20231122140729.8 BB RVO:67985556 http://hdl.handle.net/11104/0241900 S COMPUTERSCIENCECYBERNETICS 0.339 0.369 Q2 42.435 14.583 Q3 Q3 2014 Soubory v repozitáři: timkova-0438210.pdf 84920609441 SCOPUS 000348961900001 WOS cav_un_epca*0297163 Kybernetika 0023-5954 Roč. 50 č. 6 2014 849 868 Ústav teorie informace a automatizace AV ČR, v. v. i.