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Cheers, this will be a splendid fix since I ran into the same issue as reported in #391 where the diagnostic is quite misleading since it doesn't mention the parameter name mu which is responsible for the failure.
This is a summary of our recent discussions in person
Overview
General idea is to move away from treating the
mu
parameter in any special way. This would involve:mu
parametermu
and distributional parametersmu
parameter, do not redactmu
anywhere (e.g., Intercept_mu, not Intercept, do not hide in priors, etc)This would be a breaking change, so delegated to v3.0.
Additional context
Here are some relevant previous issues/PR requests. I have closed them as we discussed, and the current issue consolidates the info in one place.
#1610
#1596
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