new_quantile_pois

This function returns a data frame including the probability
from cumulative distribution function (CDF) and corresponding quantiles.

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

new_quantile_pois function

<dl><dt>data</dt>
<dd>A numeric vector of sampled data points to compare with theoretical Poisson.</dd>
<dt>lambda</dt>
<dd>A numeric value for theoretical Poisson distribution parameter (equal to mean).</dd></dl>

Arguments

A more "continuous" approximation of quantiles from the theoretical Poisson distribution. — new_quantile_pois

<dl>

<dt>data</dt>
<dd>A numeric vector of sampled data points to compare with theoretical Poisson.</dd>


<dt>lambda</dt>
<dd>A numeric value for theoretical Poisson distribution parameter (equal to mean).</dd>

</dl>

new_quantile_pois: A more "continuous" approximation of quantiles from the theoretical Poisson distribution.

Description

Usage

Value

Arguments

Details