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stat.ME2021
Quantification of empirical determinacy: the impact of likelihood weighting on posterior location and spread in Bayesian meta-analysis estimated with JAGS and INLA
Sona Hunanyan, Håvard Rue, Martyn Plummer +1
The popular Bayesian meta-analysis expressed by Bayesian normal-normal hierarchical model (NNHM) synthesizes knowledge from several studies and is highly relevant in practice. More…
stat.ME2013
Sensitivity analysis for Bayesian hierarchical models
Malgorzata Roos, Thiago G. Martins, Leonhard Held +1
Prior sensitivity examination plays an important role in applied Bayesian analyses. This is especially true for Bayesian hierarchical models, where interpretability of the paramete…