One may take a single value for a given hyperparameter .
One can iterate and take a probability distribution on the hyperparameter itself , called a hyperprior .
One may take a single value for a given hyperparameter , or one can iterate and take a probability distribution on the hyperparameter itself , called a hyperprior .