Plot a section view of a kriging or modelPredict model including design points, or a function.
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).
sectionview(model, ...)
model |
an object of class |
... |
other arguments of the |
## 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)
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