plot_fun: Plot Functional Split Conformal Confidence Bands

In conformalInference.fd: Tools for Conformal Inference for Regression in Multivariate Functional Setting

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.

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.

Value

None

conformalInference.fd documentation built on March 23, 2022, 5:09 p.m.