Definition of Term: HyperparameterΒΆ

A parameter is any variable in a probability distribution. For instance, a normal distribution is generally defined to have two parameters, its mean and its variance.

The term hyperparameter is used (fairly loosely) in Bayesian statistics to mean a parameter in the prior distribution.

For the Gaussian process emulator the term denotes the parameters in the mean or variance functions.