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The limitations of traditional statistical analyses of randomized clinical trials which follow the frequentist inference paradigm have been increasingly noted. This article discusses the Bayesian approach to statistical inference in randomized clinical trials, demonstrating its functioning, utility, and limitations through an examination of current cardiovascular examples. A simplified overview of the mechanics of Bayesian inference and a glossary of the Bayesian terminology is first provided. The duality of the Bayesian approach provid