simulationSpectral: Gaussian Process Simulation: Spectral Method

In martinzaefferer/COBBS: Continuous Optimization Benchmarks By Simulation

Gaussian Process Simulation: Spectral Method

Description

(Conditional) Simulation via spectral method.

Usage

simulationSpectral(object, conditionalSimulation = FALSE, Ncos = 100)

Arguments

object	fit of the GPR model (settings and parameters), of class cobbsGPR.
conditionalSimulation	logical, if set to TRUE (default), the simulation is conditioned with the training data of the GPR model. Else, the simulation is non-conditional.
Ncos	number of cosine functions used to construct the simulation
...	further arguments, not used

Value

Returned value depends on the setting of object$simulationReturnAll

References

N. A. Cressie. Statistics for Spatial Data. JOHN WILEY & SONS INC, 1993.

C. Lantuejoul. Geostatistical Simulation - Models and Algorithms. Springer-Verlag Berlin Heidelberg, 2002.

See Also

gaussianProcessRegression, simulationDecompose

martinzaefferer/COBBS documentation built on July 19, 2023, 4:12 a.m.