What Role Do Bayesian Models Play in Clinical Trials?
Bayesian models are increasingly used in the design and analysis of clinical trials. They can make trials more efficient by enabling adaptive designs, where the trial protocol is modified in response to interim results. This flexibility can lead to faster and more accurate identification of effective treatments. Moreover, Bayesian methods can incorporate historical data to reduce the required sample size, thus speeding up the trial process and reducing costs.