qqplot_small_test

This function returns a ggplot object used to visualize quantiles comparing distributions of two samples.

Useful to visualize the Poissoneity (an independent Poisson statistical framework,
where each RNA measurement for each cell comes from its own independent Poisson distribution) of
Unique Molecular Identifier (UMI) based single cell RNA sequencing (scRNA-seq) data, and explore
cell clustering based on model departure as a novel data representation.

Yue Pan

scpoisson

Single Cell Poisson Probability Paradigm

Justin Landis

Dirk Dittmer

James S. Marron

Di Wu

qqplot_small_test function

<dl><dt>P</dt>
<dd>A numeric vector from one sample.</dd>
<dt>Q</dt>
<dd>A numeric vector from the other sample.</dd>
<dt>sample1</dt>
<dd>A character to denote sample name of one distribution <code>P</code> generated from.</dd>
<dt>sample2</dt>
<dd>A character to denote sample name of the other distribution <code>Q</code> generated from.</dd></dl>

Arguments

Q-Q plot comparing two samples with small discrete counts — qqplot_small_test

<dl>

<dt>P</dt>
<dd>A numeric vector from one sample.</dd>


<dt>Q</dt>
<dd>A numeric vector from the other sample.</dd>


<dt>sample1</dt>
<dd>A character to denote sample name of one distribution <code>P</code> generated from.</dd>


<dt>sample2</dt>
<dd>A character to denote sample name of the other distribution <code>Q</code> generated from.</dd>

</dl>

qqplot_small_test: Q-Q plot comparing two samples with small discrete counts

Description

Usage

Value

Arguments

Details