Assessing convergence diagnostic tests for Bayesian Cox regression
| dc.authorid | alkan, nesrin/0000-0003-1452-4780 | |
| dc.contributor.author | Alkan, Nesrin | |
| dc.date.accessioned | 2025-03-23T19:35:16Z | |
| dc.date.available | 2025-03-23T19:35:16Z | |
| dc.date.issued | 2017 | |
| dc.department | Sinop Üniversitesi | |
| dc.description.abstract | The Markov chain Monte Carlo (MCMC) method generates samples from the posterior distribution and uses these samples to approximate expectations of quantities of interest. For the process, researchers have to decide whether the Markov chain has reached the desired posterior distribution. Using convergence diagnostic tests are very important to decide whether the Markov chain has reached the target distribution. Our interest in this study was to compare the performances of convergence diagnostic tests for all parameters of Bayesian Cox regression model with different number of iterations by using a simulation and a real lung cancer dataset. | |
| dc.identifier.doi | 10.1080/03610918.2015.1080835 | |
| dc.identifier.endpage | 3212 | |
| dc.identifier.issn | 0361-0918 | |
| dc.identifier.issn | 1532-4141 | |
| dc.identifier.issue | 4 | |
| dc.identifier.scopus | 2-s2.0-85006919192 | |
| dc.identifier.scopusquality | Q2 | |
| dc.identifier.startpage | 3201 | |
| dc.identifier.uri | https://doi.org/10.1080/03610918.2015.1080835 | |
| dc.identifier.uri | https://hdl.handle.net/11486/5829 | |
| dc.identifier.volume | 46 | |
| dc.identifier.wos | WOS:000400186200046 | |
| dc.identifier.wosquality | Q3 | |
| dc.indekslendigikaynak | Web of Science | |
| dc.indekslendigikaynak | Scopus | |
| dc.institutionauthor | Alkan, Nesrin | |
| dc.language.iso | en | |
| dc.publisher | Taylor & Francis Inc | |
| dc.relation.ispartof | Communications in Statistics-Simulation and Computation | |
| dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.snmz | KA_WOS_20250323 | |
| dc.subject | Bayesian Cox regression | |
| dc.subject | Convergence diagnostic tests | |
| dc.subject | Markov Chain Monte Carlo | |
| dc.title | Assessing convergence diagnostic tests for Bayesian Cox regression | |
| dc.type | Article |
