plot.TAG: Main Effects Plots from a TAG Process

In TAG: Transformed Additive Gaussian Processes

Description

This function produces the main effects plot from a TAG process.

Usage

plotTAG(object, include.legend = TRUE, legend.position = "bottomright")

Arguments

object	object of class inheriting from "TAG".
include.legend	logical value indicating if the legend of the main effects plot is required.
legend.position	a character indicating the position of the legend.

Details

The location of the legend is "bottomright", "bottom", "bottomleft", "left", "topleft", "top", "topright", "right", or "center".

Value

A main effects plot in the transformed scale of the response is returned.

References

Lin, L.-H. and Joseph, V. R. (2020) "Transformation and Additivity in Gaussian Processes",Technometrics, 62, 525-535. DOI:10.1080/00401706.2019.1665592.

See Also

TAG for finding estimates for the parameters in a TAG process.

Examples

n <- 20
p <- 2
library(randtoolbox)
X <-  sobol(n, dim = p, init = TRUE, scrambling = 2, seed = 20, normal = FALSE)
y <- exp(2*sin(0.5*pi*X[,1]) + 0.5*cos(2.5*pi*X[,2]))
ini.TAG <- initial.TAG(y, X)
par.TAG <- TAG(ini.TAG)
plotTAG(par.TAG)

TAG documentation built on June 8, 2021, 1:06 a.m.