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Bayesian Equivalence Testing and Meta-Analysis in Two-Arm Trials with Binary Data. | LitMetric

Bayesian Equivalence Testing and Meta-Analysis in Two-Arm Trials with Binary Data.

Comput Math Methods Med

Department of Statistics, University of Manitoba, Winnipeg, MB, Canada R3T 2N2.

Published: December 2018

We consider a Bayesian approach for assessing hypotheses of equivalence in two-arm trials with binary Data. We discuss the development of likelihood, the prior, and the posterior distributions of parameters of interest. We then examine the suitability of a normal approximation to the posterior distribution obtained via a Taylor series expansion. The Bayesian inference is carried out using Markov Chain Monte Carlo (MCMC) methods. We illustrate the methods using actual data arising from two-arm clinical trials on preventing mortality after myocardial infarction.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6109545PMC
http://dx.doi.org/10.1155/2018/8134132DOI Listing

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