Package index

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

get_beta(<PrestoGPModel>)

Extract the regression coefficients (beta) for a PrestoGP model.

get_converged(<PrestoGPModel>)

Did the PrestoGP model converge?

get_neighbors(<PrestoGPModel>)

Extract the number of neighbors for a PrestoGP model.

get_pen_loglik(<PrestoGPModel>)

Extract the penalized log likelihood for a PrestoGP model.

get_scaling(<PrestoGPModel>)

Extract the scaling parameter for a PrestoGP model.

get_theta(<PrestoGPModel>)

Extract the Matern (theta) parameters from a PrestoGP model.

max_min_ordering()

Maximum minimum distance ordering

prestogp_fit(<PrestoGPModel>)

Train a PrestoGP model.

prestogp_predict()

Prediction for PrestoGP models

show(<PrestoGPModel>)

show method for PrestoGP models

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