model.genewise: Modeling NB Genewise Dispersion Using NBPSeq

Description Usage Arguments Details Value Author(s) References

View source: R/model.genewise.R

Description

This function fits an NB regression model with genewise dispersions using the adjusted profile likelihood estimator. See details below. The output of this function will be passed to the main GOF function nb.gof.m.

Usage

1
model.genewise(counts, x)

Arguments

counts

an m-by-n count matrix of non-negative integers. For a typical RNA-Seq experiment, this is the read counts with m genes and n samples.

x

an n-by-p design matrix.

Details

details here (HOA)

Value

A list of quantities to be used in the main nb.gof.m function.

Author(s)

Gu Mi <neo.migu@gmail.com>, Yanming Di, Daniel Schafer

References

See https://github.com/gu-mi/NBGOF/wiki/ for more details.


gu-mi/NBGOF documentation built on Oct. 25, 2020, 3:30 a.m.