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A prior distribution in Bayesian statistics that is such that, when combined with the likelihood, the resulting posterior is from the same family of distributions.

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A hierarchical model with conjugate hyperprior

I have a modeling problem that I am trying to formulate in a Bayesian manner to do inference. Basically, I have a prior where the variance is unknown, and we want to treat it as uncertain (though with …
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