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A Family of BlackBox Samplers
Bayesian Method for Estimating Multidimensional Ability in Item Response Analysis
A Simulation Based Approach
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algorithm American Statistical Association applied approximation assume assumption asymptotic Bayes factor Bayesian analysis Bayesian approach Bayesian inference Bayesian method Bayesian Statistics Berger binomial Bradley-Terry model classical coefficients comparison compute conditional distribution consider control charts convergence defined denote derived Dirichlet process entropy equation estimates evaluation EWMA example exchange rate exponential family Figure forecasting frequentist full conditional Gateaux Gateaux derivative Gelfand Gibbs sampler given ID index independent iterations joint Journal LARC likelihood function linear model loss function marginal Markov chain measure Monte Carlo multivariate nonparametric normal distribution observed obtained parameters posterior density posterior distribution posterior mean posterior quantity predictive densities prior density prior distribution probability procedure random variable raters regression robustness sample scale invariant scores Section selection shelf-life simulation SOUP specific Table Theorem tion University values variance vector Zellner zero