Robustly estimating the marginal likelihood for cognitive models via importance sampling

Minh-Ngoc Tran, Marcel Scharth, David Gunawan +3

Recent advances in Markov chain Monte Carlo (MCMC) extend the scope of Bayesian inference to models for which the likelihood function is intractable. Although these developments al…