Likelihood Analysis of Multivariate Probit Models Using a Parameter Expanded MCEM Algorithm
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Multivariate binary data arise in a variety of settings. In this paper, we propose a practical and efficient computational framework for maximum likelihood estimation of multivariate probit regression models. This approach uses the Monte Carlo EM (MCEM) algori... ...