Integrated deviance information criterion for latent variable models

Deviance information criterion (DIC) has been widely used for Bayesian model comparison, especially after Markov chain Monte Carlo (MCMC) is used to estimate candidate models. This paper studies the problem of using DIC to compare latent variable models after the models are estimated by MCMC togethe...

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Main Authors: LI, Yong, YU, Jun, ZENG, Tao
格式: text
語言:English
出版: Institutional Knowledge at Singapore Management University 2018
主題:
AIC
DIC
在線閱讀:https://ink.library.smu.edu.sg/soe_research/2159
https://ink.library.smu.edu.sg/context/soe_research/article/3159/viewcontent/DIC_LatentVariable25_.pdf
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