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Indeed I think you can, but it comes at a price. To be clear: Neither have I done this myself nor have I attempted it. The main idea is typical Bayesian: In computing the posterior return parameters for the random variable $\mu$, you can calculate the conditional expectation subject to your inequality constraints, say $A\mu \leq b$). There are three, ...

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