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A Monte Carlo EM algorithm to estimate structural equation systems with unobserved information
(Centro de Investigación y Docencia Económicas, División de Economía, 2005)
A Monte Carlo Expectation-Maximization algorithm for solving structural models with latent structures is formulated. It combines a Gibbs sampler to impute the unobserved information in the E-step, a sequential maximization ...