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sectionview

Plot a section view of a kriging or modelPredict model including design points, or a function.


Description

Plot one section view per dimension of a kriging, modelPredict model or function. It is useful for a better understanding of a model behaviour (including uncertainty).

Usage

sectionview(model, ...)

Arguments

model

an object of class "km", a list that can be used in a "modelPredict" call, or a function.

...

other arguments of the contourview.km, contourview.list or contourview.function function

Examples

## A 2D example - Branin-Hoo function
## a 16-points factorial design, and the corresponding response
d <- 2; n <- 16
design.fact <- expand.grid(seq(0, 1, length = 4), seq(0, 1, length = 4))
design.fact <- data.frame(design.fact); names(design.fact) <- c("x1", "x2")
y <- branin(design.fact)

## kriging model 1 : matern5_2 covariance structure, no trend, no nugget effect
m1 <- km(design = design.fact, response = y)

sectionview(m1, center = c(.333, .333))

sectionview(branin, dim = 2, center = c(.333, .333), add=TRUE)

DiceView

Methods for Visualization of Computer Experiments Design and Surrogate

v2.0-1
GPL-3
Authors
Yann Richet, Yves Deville, Clement Chevalier
Initial release
2020-11-27

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