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conformalInference.fd (version 1.1.1)

plot_fun: Plot Functional Split Conformal Confidence Bands

Description

The function plots the confidence bands provided by the conformal.fun.split #'function, conformal.fun.msplit and conformal.fun.jackplus.

Usage

plot_fun(
  out,
  y0 = NULL,
  ylab = NULL,
  titles = NULL,
  date = NULL,
  ylim = NULL,
  fillc = "red"
)

Arguments

out

The output of the split/msplit/jackknife+ function.

y0

The true values at x0.

ylab

The label for the y-axes.

titles

The title for the plot.

date

A vector of dates.

ylim

A vector containing the extremes for the y-axes.

fillc

A string of color.

Value

None

Details

It exploits the package ggplot, ggarrange and annotate_figure. to better visualize the results. It outputs n0=length(x0) plots.

It plots, for each value in x0, the predicted functional value and bands in all the dimensions of the multivariate functional response.