environ.4.data: Environmental model function

In RobustGaSP: Robust Gaussian Stochastic Process Emulation

Environmental model function

Description

This function is the environmental model where the output is the concentration of the pollutant at the space-time grid used in in Bliznyuk et al. (2008). The physical inputs are 4 dimensions.

Usage

environ.4.data(x, s=c(0.5, 1, 1.5, 2, 2.5), t=seq(from=0.3, to=60, by=0.3))

Arguments

x	a 4-dimensional vector specifying input parameters.

s	spatial location to be evaluated.

t	time point to be evaluated.

Details

Bliznyuk, N., Ruppert, D., Shoemaker, C., Regis, R., Wild, S., & Mugunthan, P. (2008). Bayesian calibration and uncertainty analysis for computationally expensive models using optimization and radial basis function approximation. Journal of Computational and Graphical Statistics, 17(2), 270-294.

Value

A real value of this function evaluated at x.

Author(s)

Mengyang Gu [aut, cre], Jesus Palomo [aut], James Berger [aut]

Maintainer: Mengyang Gu <[e-mail]>

References

N. Bliznyuk, D. Ruppert, C. Shoemaker, R. Regis, S. Wild, & P. Mugunthan (2008). Bayesian calibration and uncertainty analysis for computationally expensive models using optimization and radial basis function approximation. Journal of Computational and Graphical Statistics, 17(2), 270-294.

S. Surjanovic, D. Bingham, Virtual Library of Simulation Experiments: Test Functions and Datasets, retrieved March 29, 2016, from http://www.sfu.ca/~ssurjano/fried.html.

RobustGaSP documentation built on June 1, 2022, 9:08 a.m.