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a method of estimating parameters of a statistical model by choosing the parameter value that optimizes the probability of observing the given sample.

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simulating random samples with a given MLE

One option would be to use a constrained HMC variant as described in A Family of MCMC Methods on Implicitly Defined Manifolds by Brubaker et al (1). This requires that we can express the condition tha …
Matt Graham's user avatar