A comparison of Monte Carlo methods for computing marginal likelihoods of item response theory models

Author:

Liu Yang,Hu GuanyuORCID,Cao Lei,Wang Xiaojing,Chen Ming-HuiORCID

Funder

Dean’s office of the College of Liberal Arts and Sciences at University of Connecticut

US NIH grants

Publisher

Springer Science and Business Media LLC

Subject

Statistics and Probability

Reference29 articles.

1. A hierarchical item response model for educational testing;Bock,1989

2. Bayesian IRT Guessing models for partial guessing behaviors;Cao;Psychometrika,2008

3. Importance-weighted marginal Bayesian posterior density estimation;Chen;Journal of the American Statistical Association,1994

4. Computing marginal likelihoods from a single MCMC output;Chen;Statistica Neerlandica,2005

5. Marginal likelihood from the Gibbs output;Chib;Journal of the American Statistical Association,1995

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