This class inherits from the Hyperparameters class. This class is for hyperparameters which are hierachical over the batches.
Number of components
Prior mean for mu.
prior variance on mu
rate paramater for tau2
shape parameter for tau2
parameter for nu.0 distribution
shape for sigma2.0
rate for sigma2.0
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