how to approximate a predictive posterior from a model how to approximate a predictive posterior why sampling a bayesian model which sampling method is used for the prediction of posterior what is the sampling procedure for a Bayesian model does mcmc help with posterior distribution what sample would be used to approximate a posterior distribution sample in bayesian regression what is the statistical posterior distribution from a bayesian model what does predictive posterior mean? how to estimate posterior distribution of bayesian model how do you approximate the posterior distribution of a bayesian model with mcmc? how to obtain a predictive posterior model which of the following models should be sampled to obtain a predictive posterior can mcmc sample a posterior how to sample a bayesian posterior model which model would be better to sample with Bayesian or MCMC how to approximate a posterior distribution in a Bayesian model? what model is used for pre-parametrics how to obtain an approximate posterior