color.bar

Provides implementation of statistical methods for random objects
lying in various metric spaces, which are not necessarily linear spaces.
The core of this package is Fréchet regression for random objects with
Euclidean predictors, which allows one to perform regression analysis
for non-Euclidean responses under some mild conditions.
Examples include distributions in 2-Wasserstein space,
covariance matrices endowed with power metric (with Frobenius metric
as a special case), Cholesky and log-Cholesky metrics, spherical data.
References: Petersen, A., & Müller, H.-G. (2019) <doi:10.1214/17-AOS1624>.

Yaqing Chen

frechet

Statistical Analysis for Random Objects and Non-Euclidean Data

Yidong Zhou

Han Chen

Alvaro Gajardo

Jianing Fan

Qixian Zhong

Paromita Dubey

Kyunghee Han

Satarupa Bhattacharjee

Changbo Zhu

Su I Iao

Poorbita Kundu

Petersen Alexander

Hans-Georg Müller

color.bar function

<dl><dt>colVal</dt>
<dd>A numeric vector giving the variable values to which each color is corresponding. It overrides <code>min</code> (and <code>max</code>) if <code>min &gt; min(colVal)</code> (<code>max &lt; max(colVal)</code>).</dd>
<dt>colBreaks</dt>
<dd>A numeric vector giving the breaks dividing the range of variable into different colors. It overrides <code>min</code> and <code>max</code>.</dd>
<dt>min</dt>
<dd>A scalar giving the minimum value of the variable represented by colors.</dd>
<dt>max</dt>
<dd>A scalar giving the maximum value of the variable represented by colors.</dd>
<dt>lut</dt>
<dd>Color vector. Default is 
<code>colorRampPalette(colors = c("pink","royalblue"))(length(colBreaks)-1)</code>.</dd>
<dt>nticks</dt>
<dd>An integer giving the number of ticks used in the axis of color bar.</dd>
<dt>ticks</dt>
<dd>A numeric vector giving the locations of ticks used in the axis of color bar; it overrides <code>nticks</code>.</dd>
<dt>title</dt>
<dd>A character giving the label of the variable according to which the color bar is generated.</dd></dl>

Arguments

Generate color bar/scale. — color.bar

<dl>

<dt>colVal</dt>
<dd>A numeric vector giving the variable values to which each color is corresponding. It overrides <code>min</code> (and <code>max</code>) if <code>min &gt; min(colVal)</code> (<code>max &lt; max(colVal)</code>).</dd>


<dt>colBreaks</dt>
<dd>A numeric vector giving the breaks dividing the range of variable into different colors. It overrides <code>min</code> and <code>max</code>.</dd>


<dt>min</dt>
<dd>A scalar giving the minimum value of the variable represented by colors.</dd>


<dt>max</dt>
<dd>A scalar giving the maximum value of the variable represented by colors.</dd>


<dt>lut</dt>
<dd>Color vector. Default is 
<code>colorRampPalette(colors = c("pink","royalblue"))(length(colBreaks)-1)</code>.</dd>


<dt>nticks</dt>
<dd>An integer giving the number of ticks used in the axis of color bar.</dd>


<dt>ticks</dt>
<dd>A numeric vector giving the locations of ticks used in the axis of color bar; it overrides <code>nticks</code>.</dd>


<dt>title</dt>
<dd>A character giving the label of the variable according to which the color bar is generated.</dd>

</dl>

Generate color bar/scale.

color.bar: Generate color bar/scale.

Description

Usage

Value

Arguments