George Tomlinson, Ali Al-Khafaji, Steven A Conrad, Faith N F Factora, Debra M Foster, Claude Galphin, Kyle J Gunnerson, Sobia Khan, Roopa Kohli-Seth, Paul McCarthy, Nikhil K Meena, Ronald G Pearl, Jean-Sebastien Rachoin, Ronald Rains, Michael Seneff, Mark Tidswell, Paul M Walker, John A Kellum
BACKGROUND: Given the success of recent platform trials for COVID-19, Bayesian statistical methods have become an option for complex, heterogenous syndromes like sepsis. However, study design will require careful consideration of how statistical power varies using Bayesian methods across different choices for how historical data are incorporated through a prior distribution and how the analysis is ultimately conducted. Our objective with the current analysis is to assess how different uses of historical data through a prior distribution, and type of analysis influence results of a proposed trial that will be analyzed using Bayesian statistical methods...
November 8, 2023: Critical Care: the Official Journal of the Critical Care Forum