Function reference • PrestoGP

All functions

FullModel-class FullModel: Univariate full PrestoGP model class

MultivariateVecchiaModel-class MultivariateVecchiaModel: Multivariate Vecchia PrestoGP model class

PrestoGPModel-class PrestoGPModel: PrestoGPModel superclass

VecchiaModel-class VecchiaModel: Univariate Vecchia PrestoGP model class

create.param.sequence(): Extract specific Matern parameters from a parameter sequence

createUMultivariate(): Create the sparse triangular matrix U for multivariate Vecchia models

max_min_ordering(): Maximum minimum distance ordering

prestogp_fit(<PrestoGPModel>): Train a PrestoGP model.

prestogp_predict(): Prediction for PrestoGP models

show(<PrestoGPModel>): show

show_theta(<PrestoGPModel>): show_theta

soil: Soil data from North Bavaria, Germany

vecchia_Mlikelihood(): Evaluation of the multivariate Vecchia likelihood

vecchia_Mprediction(): Multivariate Vecchia prediction

vecchia_Mspecify(): Specify a multivariate Vecchia approximation

weather: Pressure and temperature forecast errors over the Pacific Northwest