Container for GP results

The gpParams infrastructure is used to store and process the GP results for output from using the fitGP functions in bandle

Details

Objects of the gpParams class are created with the fitGP, fitGPmaternPC or fitGPmatern functions

These objects a list of posterior predictive means and standard deviations. As well as maximum marginal likelihood for the GP

Slots

method

character indicating the GP method used

M

A list of the posterior predictive means for each K components of GPs fitted to the data

sigma

A numeric of length K standard deviations fitted to the data

V

A list of the variance fitted to the data

params

A matrix array of the MAP hyperparameters for the GP