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Plot specification curve against curves under the null

Source: R/generics.r
plot.specr.infer.Rd

This function plots the observed specification curve (estimates ranked from lowest to highest) on top of the median and the 2.5% and 97.5% quantiles of the ranked curves under the null (resulting from infer_curve()).

Usage

# S3 method for class 'specr.infer'
plot(x, ...)

Arguments

x

A specr.infer object, resulting from calling infer_curve().

...

further arguments passed to or from other methods (currently ignored).

Value

A ggplot object that can be customized further.

See also

infer_curve(), summary.specr.infer()

Examples

specs <- setup(data = example_data,
   y = "y1",
   x = c("x1", "x2"),
   model = "lm",
   controls = c("c1", "c2"))

set.seed(42)
inference <- infer_curve(specr(specs), specs, n_samples = 200) # better 1,000 or more

# Observed curve against the curves under the null
plot(inference)