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Performance and sample size requirements of Bayesian methods for binary outcomes in fixed-dose combination drug
Melinda M Holt1, James D Stamey, John W Seaman
1Department of Mathematics and Statistics, Sam Houston State University, Huntsville, Texas 77341-2206, USA. mholt@shsu.edu
Abstract:
We develop a Bayesian analysis for the study of fixed-dose combinations of two or more drugs. The approach described here does not require knowledge of the dose-response relationships of the components or large sample approximations. We provide a procedure to estimate sample size in this context. In addition, we explore the performance of the Bayesian procedure in situations where existing methods are known to perform poorly.
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