plot_topsa: plot 'topsa' objects

In maikol-solis/TopSA: Topological Sensitivity Analysis

Description

Plot method for objects of class topsa.

Usage

plot_topsa(topsaObj, nvar = "all", ...)

Arguments

topsaObj	an object of class topsa
nvar	it could be a sequence from 1 to the number of variables indicating which variables should be plotted. It could be the character 'all' for plot all the variables.
...	further arguments passed to the plot function

Value

A plot of generated with the output of topsa. For each variable in the model, it creates the plot of the corresponding manifold, its symmetric reflection and its symmetric difference.

Examples

ishigami.fun <- function(X) {
A <- 7
B <- 0.1
sin(X[, 1]) + A * sin(X[, 2])^2 + B * X[, 3]^4 * sin(X[, 1])
}

X <- matrix(runif(3*50, -pi, pi), ncol = 3)
Y <- ishigami.fun(X)

estimation <- topsa(Ydat = Y, Xdat = X)

plot_topsa(estimation)

maikol-solis/TopSA documentation built on Sept. 24, 2020, 12:53 a.m.