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The recent development and implementation of Markov Chain Monte Carlo (MCMC) method is generating application of complicated models over a wide range of sciences. For two correlated binary responses, bivariate binary logistic regression is a suitable way to identify the related covariates and at the same time, their interactions validity can be investigated in terms of logarithm of odds ratio. Pre
