Advanced search
Advanced search
Advanced search
Advanced search
Advanced search
Raport Badawczy = Research Report ; RB/94/2007
Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
24 stron ; 21 cm ; Bibliografia s. 22-24
MCMC setups are among the best known methods for conducting computer simulations necessary in statistics, physics, biology, etc. However, to obtain appropriate solutions, additional convergence diagnosis must be applied for trajectory generated by Markov Chain. In the paper we present the method for dealing with this problem, based on features of so called ”secondary” chain (the chain with specially selected state space). The secondary chain is created from the initial chain by picking only some observations connected with atoms or renewal sets. The discussed method has some appealing properties, like high degree of diagnosis automation. Apart from theoretical lemmas, the example of application is also provided.
Raport Badawczy = Research Report
Licencja Creative Commons Uznanie autorstwa 4.0
Zasób chroniony prawem autorskim. [CC BY 4.0 Międzynarodowe] Korzystanie dozwolone zgodnie z licencją Creative Commons Uznanie autorstwa 4.0, której pełne postanowienia dostępne są pod adresem: ; -
Instytut Badań Systemowych Polskiej Akademii Nauk
Biblioteka Instytutu Badań Systemowych PAN
Oct 19, 2021
Oct 19, 2021
36
https://rcin.org.pl./publication/255051
Edition name | Date |
---|---|
RB-2007-94 : Romaniuk Maciej Piotr : On some method for diagnosing convergence in MCMC setups via atoms and renewal sets | Oct 19, 2021 |
Romaniuk, Maciej
Romaniuk, Maciej
Romaniuk, Maciej
Romaniuk, Maciej
Nowak, Piotr Romaniuk, Maciej
Nowak, Piotr Romaniuk, Maciej