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A divergent transition in Stan tells you that the region of the posterior distribution around that divergent transition is geometrically difficult to explore. For example here is a quote from the.
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Bob Carpenter, one of the developers of Stan, provides a concrete example of a case where Stan can solve a problem that Gibbs sampling cannot in this thread on the Stan forums..
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