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Sampling from a truncated multivariate distribution subject to multiple linear inequality constraints is a recurring problem in many areas in statistics and econometrics, such as the order-restricted regressions, censored data models, and shape-restricted non-parametric regressions. However, the sampling problem remains nontrivial due to the analytically intractable normalizing constant of the truncated...
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