lmeNBBayes: Sample from the posterior of the negative binomial mixed-effect regression model. The random effect is modeled with DP mixture of beta distributions

This package contains a Gibbs sampler to sample from the posterior distribution of the negative binomial mixed-effect regression model. For the distribution of subject-specific random intercept, user can choose a beta distribution or an infinite mixture of beta distributions. For the safety monitoring, subject-specific conditional probability indices can be computed. For details, see Kondo,Y., Zhao, Y. and Petkau, J.A. A Flexible Mixed Effect Negative Binomial Regression for Detecting Abrupt Increase in MRI Lesion Counts in Multiple Sclerosis Patients.

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