Estimation in the Koziol-Green Model Using a Gamma Process Prior

Estimation in the Koziol-Green Model Using a Gamma Process Prior

The paper deals with nonparametric Bayes estimators in the Koziol-Green model of random censorship. A gamma process is assumed as a prior distribution for cumulative hazard rate and the Bayes estimator incorporating the proportional hazards censorship property of the model is presented. The estimato...

Full description

Bibliographic Details
Main Author: Michal Friesl
Format: Article
Language:English
Published: Austrian Statistical Society 2016-04-01
Series:Austrian Journal of Statistics
Online Access:http://www.ajs.or.at/index.php/ajs/article/view/371
id doaj-dac3c70921c648b7a2c2d933f917b4b3
record_format Article
spelling doaj-dac3c70921c648b7a2c2d933f917b4b32021-04-22T12:33:41ZengAustrian Statistical SocietyAustrian Journal of Statistics1026-597X2016-04-01352&310.17713/ajs.v35i2&3.371Estimation in the Koziol-Green Model Using a Gamma Process PriorMichal Friesl0University of West Bohemia in Pilsen, Czech RepublicThe paper deals with nonparametric Bayes estimators in the Koziol-Green model of random censorship. A gamma process is assumed as a prior distribution for cumulative hazard rate and the Bayes estimator incorporating the proportional hazards censorship property of the model is presented. The estimator is also applied to two data sets from literature.http://www.ajs.or.at/index.php/ajs/article/view/371
collection DOAJ
language English
format Article
sources DOAJ
author Michal Friesl
spellingShingle Michal Friesl
Estimation in the Koziol-Green Model Using a Gamma Process Prior
Austrian Journal of Statistics
author_facet Michal Friesl
author_sort Michal Friesl
title Estimation in the Koziol-Green Model Using a Gamma Process Prior
title_short Estimation in the Koziol-Green Model Using a Gamma Process Prior
title_full Estimation in the Koziol-Green Model Using a Gamma Process Prior
title_fullStr Estimation in the Koziol-Green Model Using a Gamma Process Prior
title_full_unstemmed Estimation in the Koziol-Green Model Using a Gamma Process Prior
title_sort estimation in the koziol-green model using a gamma process prior
publisher Austrian Statistical Society
series Austrian Journal of Statistics
issn 1026-597X
publishDate 2016-04-01
description The paper deals with nonparametric Bayes estimators in the Koziol-Green model of random censorship. A gamma process is assumed as a prior distribution for cumulative hazard rate and the Bayes estimator incorporating the proportional hazards censorship property of the model is presented. The estimator is also applied to two data sets from literature.
url http://www.ajs.or.at/index.php/ajs/article/view/371
work_keys_str_mv AT michalfriesl estimationinthekoziolgreenmodelusingagammaprocessprior
_version_ 1721514505327869952

Similar Items