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Assessment of Noninferiority (and Equivalence) for Simple Crossover Trials Using Bayesian Approach
Authors:Mingan Yang
Affiliation:1.Division of Biostatistics and Epidemiology, Graduate School of Public Health,San Diego State University,San Diego,USA
Abstract:To assess the noninferiority or equivalence of a general drug to a standard one, researchers generally use the odds ratio of patient response rates to evaluate the relative treatment efficacy. In this paper, we use a logistic random effects model to test noninferiority and equivalence based on the odds ratio of patient response rates for crossover trials with binary data. We use Bayesian sampling algorithm, data augmentation, and scaled mixture of normal representation to implement the approach and improve efficiency. The performance of the proposed approach is assessed via simulation and real data examples.
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