plot.image_set

Indices of the images in the image_set to be plotted.

Logical. TRUE, then idx is understood as an index to <code>image_set$obs</code>,
otherwise to <code>image_set$sim_m</code>.

Either "ggplot2" or "basic". (Similar to the argument in <code><a rd-options="" href="/link/plot.global_envelope?package=GET&version=0.1-6" data-mini-rdoc="GET::plot.global_envelope">plot.global_envelope</a></code>.)

plot_style

main

Colours to be passed to <code><a rd-options="spatstat" href="/link/plot.im?package=GET&version=0.1-6&to=spatstat" data-mini-rdoc="spatstat::plot.im">plot.im</a></code> if
<code>plot_style = "basic"</code>. A default exists.

The maximum number of columns for the figures. Default 4.

max_ncols_of_plots

Additional parameters to be passed to <code><a rd-options="spatstat" href="/link/plot.im?package=GET&version=0.1-6&to=spatstat" data-mini-rdoc="spatstat::plot.im">plot.im</a></code>.

Plot method for the class 'image_set'

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 (2019) <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. (2016) <doi: 10.1016/j.spasta.2016.04.005>, Mrkvi<c4><8d>ka et al. (2018) <arXiv:1612.03608>, Mrkvi<c4><8d>ka et al. (2019) <arXiv:1906.09004>, Mrkvi<c4><8d>ka et al. (2019) <arXiv:1902.04926>.

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.image_set function

Either "ggplot2" or "basic". (Similar to the argument in <code><a rd-options='' href='plot.global_envelope'>plot.global_envelope</a></code>.)

Colours to be passed to <code><a rd-options='spatstat' href='plot.im'>plot.im</a></code> if
<code>plot_style = "basic"</code>. A default exists.

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

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

Description

Usage

Arguments