On the use of marginal posteriors in marginal likelihood estimation via importance-sampling

K. Perrakis, I. Ntzoufras, E. G. Tsionas

We investigate the efficiency of a marginal likelihood estimator where the product of the marginal posterior distributions is used as an importance-sampling function. The approach…