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The case for a fully robust hierarchical Bayesian statistical analysis of clinical trials
(International Workshop on Objective Bayes Methodology (OBayes 09),, 2009-06)
Two clinical trials (past and present), conjugate priors are compared with (Robust) Cauchy- Student-t and what we call Berger's prior. The behavior of the latter Robust Bayesian methods is qualitatively di erent from ...
A Case for Robust Bayesian Priors with applications to Clinical Trials
(Bayesian Analysis, 2009)
Bayesian analysis is frequently confused with conjugate Bayesian analysis. This is particularly the case in the analysis of clinical trial data. Even though conjugate analysis is perceived to be simpler computationally ...