plotIntensityDistribution

<code>plotIntensityDistribution</code> Plots the distribution of sample-tile intensities for a give cell type
<code>plotIntensityDistribution</code> Plots the distribution of sample-tile intensities for a give cell type

A statistical framework and analysis tool for open chromatin
analysis designed specifically for single cell ATAC-seq (Assay for
Transposase-Accessible Chromatin) data, after cell type/cluster
identification. These novel modules remove unwanted technical variation,
identify open chromatin, robustly models repeated measures in single cell
data, implement advanced statistical frameworks to model zero-inflation for
differential and co-accessibility analyses, and integrate with existing
databases and modules for downstream analyses to reveal biological insights.
MOCHA provides a statistical foundation for complex downstream analysis to
help advance the potential of single cell ATAC-seq for applied studies.
Methods for zero-inflated statistics are as described in:
Ghazanfar, S., Lin, Y., Su, X. et al. (2020) <doi:10.1038/s41592-020-0885-x>.
Pimentel, Ronald Silva, "Kendall's Tau and Spearman's Rho for Zero-Inflated
Data" (2009) <https://scholarworks.wmich.edu/dissertations/721/>.

Imran McGrath

MOCHA

Modeling for Single-Cell Open Chromatin Analysis

Samir Rachid Zaim

Mark-Phillip Pebworth

Lauren Okada

Xiaojun Li

plotIntensityDistribution function

<dl><dt>TSAM_object</dt>
<dd>SummarizedExperiment from getSampleTileMatrix</dd>
<dt>cellPopulation</dt>
<dd>Cell type names (assay name) within the TSAM_object</dd>
<dt>returnDF</dt>
<dd>If TRUE, return the data frame without plotting. Default is FALSE.</dd>
<dt>density</dt>
<dd>Boolean to determine whether to plot density or histogram. Default is TRUE (plots density).</dd></dl>

Arguments

plotIntensityDistribution — plotIntensityDistribution

<dl>

<dt>TSAM_object</dt>
<dd>SummarizedExperiment from getSampleTileMatrix</dd>


<dt>cellPopulation</dt>
<dd>Cell type names (assay name) within the TSAM_object</dd>


<dt>returnDF</dt>
<dd>If TRUE, return the data frame without plotting. Default is FALSE.</dd>


<dt>density</dt>
<dd>Boolean to determine whether to plot density or histogram. Default is TRUE (plots density).</dd>

</dl>

plotIntensityDistribution: `plotIntensityDistribution`

Description

Usage

Value

Arguments