Therefore , the posteriors are estimated using approaches such as MCMC sampling or variational Bayes .
In practice , the posterior can not usually be computed analytically due to the difficulty in computing the integral over the parameters .
The posteriors are estimated using approaches such as MCMC sampling or variational Bayes .
In practice , the posterior can not usually be computed analytically due to the difficulty in computing the integral over the parameters .