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Plot HSIC-Sensitivity Indices

Source: R/sensitivity-methods.R
plot.hsic_sensitivity.Rd

Bar plot of per-parameter HSIC-Sensitivity Index, ordered by first-order index magnitude. When total_order was set on the fit, which = "total" shows the total-order indices and which = "both" shows side-by-side bars for S and T.

Usage

# S3 method for class 'hsic_sensitivity'
plot(
  x,
  which = c("first", "total", "both"),
  alpha = 0.05,
  col_sig = "#0072B2",
  col_nonsig = "grey70",
  col_total = "#D55E00",
  ...
)

Arguments

x

An hsic_sensitivity object.

which

Character. "first" (default), "total", or "both". "total" / "both" require x$total_order to be TRUE.

alpha

Numeric in (0, 1). Significance level for colour coding (first-order only; ignored if the object carries no p-values or under which = "total").

col_sig, col_nonsig, col_total

Bar colours.

...

Additional arguments passed to graphics::barplot().

Value

Invisibly returns x. Side effect: produces a base R plot.