Ivette’s work A robust Bayesian bias-adjusted random effects model for consideration of uncertainty about bias terms in evidence synthesis has been accepted for publication in Statistics in Medicine.
In this paper, we construct a set for the bias terms based on the qualitative information in a Cochrane risk of bias table. To accommodate the imprecision in bias terms, bias adjustment in a meta-analysis model is performed in a Robust Bayesian analysis framework which results in lower and upper bounds on the probability expressing uncertainty in quantities of interest.
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