Predict method for Gaussian Process objects — predict.GP • PEcAn.emulator

Performs kriging prediction from a fitted Gaussian Process model.

Usage

# S3 method for class 'GP'
predict(object, xpred, cI = NULL, pI = NULL, splinefcns = NULL, ...)

Arguments

object: a Gaussian Process object (class GP) as returned by GaussProcess
xpred: value of x where prediction should be made
cI: credible interval quantiles, or NULL to skip
pI: prediction interval quantiles, or NULL to skip
splinefcns: optional list of spline functions for trend-surface adjustment
...: additional arguments (currently unused)

Value

Kriged predictions or a list of credible/prediction interval quantiles.

Author

Michael Dietze