A Comparison of Monte Carlo Methods for Computing Marginal Likelihoods of Item Response Theory Models
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Nowadays, Bayesian methods are routinely used for estimating parameters of item response theory (IRT) models. However, the marginal likelihoods are still rarely used for comparing IRT models due to their complexity and a relatively high dimension of the model ... ...
