plot_dtt

Support function for plotting data generated by any of the simulation model
 functions <code>simulation_model1() - simulation_model9()</code>.

A collection of functions for outlier detection in functional data analysis.
Methods implemented include directional outlyingness by
Dai and Genton (2019) <doi:10.1016/j.csda.2018.03.017>,
MS-plot by Dai and Genton (2018) <doi:10.1080/10618600.2018.1473781>,
total variation depth and modified shape similarity index by
Huang and Sun (2019) <doi:10.1080/00401706.2019.1574241>, and sequential transformations by
Dai et al. (2020) <doi:10.1016/j.csda.2020.106960 among others. Additional outlier detection
tools and depths for functional data like functional boxplot, (modified) band depth etc.,
are also available.

Oluwasegun Taiwo Ojo

fdaoutlier

Outlier Detection Tools for Functional Data Analysis

Rosa Elvira Lillo

Antonio Fernandez Anta

plot_dtt function

<dl><dt>y</dt>
<dd>A matrix of \(n\) observations by \(p\) domain points</dd>
<dt>grid_points</dt>
<dd>A vector of the evaluation/domain points of <code>y</code></dd>
<dt>p</dt>
<dd>A value indicating the number of evaluation/domain points</dd>
<dt>true_outliers</dt>
<dd>An integer vector indicating the indices of the
true outliers</dd>
<dt>show_legend</dt>
<dd>A logical indicating whether to add legend to plot if <code>plot = TRUE</code>.</dd>
<dt>plot_title</dt>
<dd>Title of plot if <code>plot</code> is <code>TRUE</code></dd>
<dt>title_cex</dt>
<dd>Numerical value indicating the size of the plot title relative to the device default.
Set to 1.5 by default. Ignored if <code>plot = FALSE</code>.</dd>
<dt>ylabel</dt>
<dd>The label of the y-axis. Set to <code>""</code> by default.</dd>
<dt>xlabel</dt>
<dd>The label of the x-axis if <code>plot = TRUE</code>. Set to
<code>"gridpoints"</code> by default.</dd>
<dt>legend_pos</dt>
<dd>A character value indicating the position of the
legend. Can be one of <code>"bottomright"</code>, <code>"bottom"</code>,
<code>"bottomleft"</code>, <code>"left"</code> <code>"topleft"</code>, <code>"top"</code>,
<code>"topright"</code>, <code>"right"</code>, <code>""center</code>.</dd></dl>

Arguments

Plot Data from simulation models — plot_dtt

<dl>

<dt>y</dt>
<dd>A matrix of \(n\) observations by \(p\) domain points</dd>


<dt>grid_points</dt>
<dd>A vector of the evaluation/domain points of <code>y</code></dd>


<dt>p</dt>
<dd>A value indicating the number of evaluation/domain points</dd>


<dt>true_outliers</dt>
<dd>An integer vector indicating the indices of the
true outliers</dd>


<dt>show_legend</dt>
<dd>A logical indicating whether to add legend to plot if <code>plot = TRUE</code>.</dd>


<dt>plot_title</dt>
<dd>Title of plot if <code>plot</code> is <code>TRUE</code></dd>


<dt>title_cex</dt>
<dd>Numerical value indicating the size of the plot title relative to the device default.
Set to 1.5 by default. Ignored if <code>plot = FALSE</code>.</dd>


<dt>ylabel</dt>
<dd>The label of the y-axis. Set to <code>""</code> by default.</dd>


<dt>xlabel</dt>
<dd>The label of the x-axis if <code>plot = TRUE</code>. Set to
<code>"gridpoints"</code> by default.</dd>


<dt>legend_pos</dt>
<dd>A character value indicating the position of the
legend. Can be one of <code>"bottomright"</code>, <code>"bottom"</code>,
<code>"bottomleft"</code>, <code>"left"</code> <code>"topleft"</code>, <code>"top"</code>,
<code>"topright"</code>, <code>"right"</code>, <code>""center</code>.</dd>

</dl>

plot_dtt: Plot Data from simulation models

Description

Usage

Arguments