plot.combined_global_envelope

An 'combined_global_envelope' object

See <code><a rd-options="" href="/link/plot.default?package=GET&version=0.2" data-mini-rdoc="GET::plot.default">plot.default</a></code>. A sensible default exists.

main

ylim

xlab

ylab

The color for the envelope lines (or dotplot arrows) for 1d functions. Default 1 (black).

env.col

Logical. Whether to color the places where the data function goes
outside the envelope. Relevant only for 1d functions.

color_outside

The color for the significant regions. Default to "red".

sign.col

Base font size, to be passed to theme style when <code>plot_style = "ggplot2"</code>.

base_size

A character vector of suitable length.
If <code>dotplot = TRUE</code> (for the level 2 test), then labels for the tests at x-axis.
Otherwise labels for the separate plots.

labels

Whether to add the plot to an existing plot (TRUE) or to draw a new plot (FALSE).
Not available for <code>plot_style = "ggplot2"</code>.

The number of digits used for printing the p-value or p-interval in the main,
if using the default main.

digits

1 or 2. In the case of two-step combined tests (with several test functions), two different plots are available:
1 for plotting the combined global envelopes (default and most often wanted) or
2 for plotting the second level test result.

level

The maximum number of columns for the figures.
Default 2 or 3, if the length of x equals 3.
(Relates to the number of curve_sets that have been combined.)

ncol

nticks

Logical. If FALSE, then the legend is removed from the "ggplot2" style plot.

legend

Additional parameters to be passed to <code><a rd-options="" href="/link/plot?package=GET&version=0.2" data-mini-rdoc="GET::plot">plot</a></code> or <code><a rd-options="" href="/link/lines?package=GET&version=0.2" data-mini-rdoc="GET::lines">lines</a></code>.

This function provides plots for combined global envelopes.

Implementation of global envelopes for a set of general d-dimensional vectors T
in various applications. A 100(1-alpha)% global envelope is a band bounded by two
vectors such that the probability that T falls outside this envelope in any of the d
points is equal to alpha. Global means that the probability is controlled simultaneously
for all the d elements of the vectors. The global envelopes can be used for graphical
Monte Carlo and permutation tests where the test statistic is a multivariate vector or
function (e.g. goodness-of-fit testing for point patterns and random sets, functional
analysis of variance, functional general linear model, n-sample test of correspondence
of distribution functions), for central regions of functional or multivariate data (e.g.
outlier detection, functional boxplot) and for global confidence and prediction bands
(e.g. confidence band in polynomial regression, Bayesian posterior prediction). See
Myllym<c3><a4>ki and Mrkvi<c4><8d>ka (2020) <arXiv:1911.06583>,
Myllym<c3><a4>ki et al. (2017) <doi: 10.1111/rssb.12172>,
Mrkvi<c4><8d>ka et al. (2017) <doi: 10.1007/s11222-016-9683-9>,
Mrkvi<c4><8d>ka et al. (2020) <doi: 10.14736/kyb-2020-3-0432>,
Mrkvi<c4><8d>ka et al. (2019) <doi: 10.1007/s11009-019-09756-y>,
Mrkvi<c4><8d>ka et al. (2019) <arXiv:1902.04926>,
Mrkvi<c4><8d>ka et al. (2016) <doi: 10.1016/j.spasta.2016.04.005>, and
Myllym<c3><a4>ki et al. (2020) <doi: 10.1016/j.spasta.2020.100436>.

Mari Myllym<c3><a4>ki

Global Envelopes

Tom<c3><a1><c5><a1> Mrkvi<c4><8d>ka

Pavel Grabarnik

Ute Hahn

Mikko Kuronen

Michael Rost

Henri Seijo

plot.combined_global_envelope function

See <code><a rd-options='' href='plot.default'>plot.default</a></code>. A sensible default exists.

Additional parameters to be passed to <code><a rd-options='' href='plot'>plot</a></code> or <code><a rd-options='' href='lines'>lines</a></code>.

plot.combined_global_envelope: Plot method for the class 'combined_global_envelope'

Description

Usage

Arguments

Details

See Also