summaryplot

Arranges kernel density estimates and pie charts in a grid format

Bundles a number of established statistical methods to facilitate the visual interpretation of large datasets in sedimentary geology. Includes functionality for adaptive kernel density estimation, principal component analysis, correspondence analysis, multidimensional scaling, generalised procrustes analysis and individual differences scaling using a variety of dissimilarity measures. Univariate provenance proxies, such as single-grain ages or (isotopic) compositions are compared with the Kolmogorov-Smirnov, Kuiper, Wasserstein-2 or Sircombe-Hazelton L2 distances. Categorical provenance proxies such as chemical compositions are compared with the Aitchison and Bray-Curtis distances,and count data with the chi-square distance. Varietal data can either be converted to one or more distributional datasets, or directly compared using the multivariate Wasserstein distance. Also included are tools to plot compositional and count data on ternary diagrams and point-counting data on radial plots, to calculate the sample size required for specified levels of statistical precision, and to assess the effects of hydraulic sorting on detrital compositions. Includes an intuitive query-based user interface for users who are not proficient in R.

Pieter Vermeesch

provenance

Statistical Toolbox for Sedimentary Provenance Analysis

summaryplot function

<dl><dt>...</dt>
<dd>a sequence of datasets of class <code>compositional</code>,
<code>distributional</code>, <code>counts</code> or <code>KDEs</code>.</dd>
<dt>ncol</dt>
<dd>the number of columns</dd>
<dt>pch</dt>
<dd>(optional) symbol to be used to mark the sample points
along the x-axis of the KDEs (if appropriate).</dd></dl>

Arguments

Joint plot of several provenance datasets — summaryplot

<dl>

<dt>...</dt>
<dd>a sequence of datasets of class <code>compositional</code>,
<code>distributional</code>, <code>counts</code> or <code>KDEs</code>.</dd>


<dt>ncol</dt>
<dd>the number of columns</dd>


<dt>pch</dt>
<dd>(optional) symbol to be used to mark the sample points
along the x-axis of the KDEs (if appropriate).</dd>

</dl>

summaryplot: Joint plot of several provenance datasets

Description

Usage

Value

Arguments

See Also

Examples