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tgp (version 1.1-11)

plot.tgp: Plotting for Treed Gaussian Process Models

Description

A generic function for plotting of "tgp" class objects. 1-d posterior mean and error plots, 2-d posterior mean and error image and perspective plots, and 3+-dimensional mean and error image and perspective plots are supported via projection and slicing.

Usage

plot.tgp(x, pparts = TRUE, proj = NULL, slice = NULL, map = NULL,
         as = NULL, layout = "both", main = NULL, xlab = NULL,
         ylab = NULL, zlab = NULL, pc = "pc", method = "loess",
         gridlen = 40, span = 0.1, ...)

Arguments

x
"tgp" class object that is the output of one of the tgp functions: blm, btlm
pparts
If TRUE, partition-regions are plotted (default), otherwise they are not
proj
1-or-2-Vector describing the dimensions to be shown in a projection. The argument is ignored for 1-d data, i.e., if x$d == 1. For 2-d data, no projection needs be specified--- the default argument (proj = NULL) will
slice
list object with x and z fields, which are vectors of equal length describing the slice to be plotted, i.e., which z-values of the x$d - 2 inputs x$X and x$XX should
map
Optional 2-d map (longitude and latitude) from library(maps) to be shown on top of image plots
as
Optional string indicator for plotting of adaptive sampling statistics: specifying as = "alm" for ALM, as = "alc" for ALC, and as = "ego" for EGO. The default as = NULL plots error-bars (1d-
layout
Specify whether to plot the mean predictive surface (layout = "surf"), the error or adaptive sampling statistics (layout = "as"), or default (layout = "both") which shows both
main
Optional character string to add to the main title of the plot
xlab
Optional character string to add to the x label of the plots
ylab
Optional character string to add to the y label of the plots
zlab
Optional character string to add to the z label of the plots; ignored unless pc = "p"
pc
Selects perspective-posterior mean and image-error plots (pc = "pc", the default) or a double-image plot (pc = "c")
method
Method of interpolation onto a regular grid for perspective and image plotting of 2-d slices and projections. Ignored for 1-d plots and projections. Default is method = "loess" which results in the use of the built-in
gridlen
Number of regular grid points for 2-d slices and projections. Default is gridlen = 40. Ignored for 1-d plots and projections
span
Span for loess kernel. See help(loess) for mode details. This argument is ignored for 1-d plots and projections, and 2-d plots with method = "akima". The tgp
...
Extra arguments to 1-d (plot) and 2-d plotting functions persp and image

Value

  • The only output of this function is beautiful plots.

References

http://www.ams.ucsc.edu/~rbgramacy/tgp.html

See Also

plot, bgpllm, btlm, blm, bgp, btgpllm, tgp, tgp.trees, mapT, interp, loess