DNBcompute_custom.default: Compute the Dynamic Network Biomarkers(DNB) model with...

View source: R/process.R

DNBcompute_custom.defaultR Documentation

Compute the Dynamic Network Biomarkers(DNB) model with customized Modules

Description

Compute the Dynamic Network Biomarkers(DNB) model with customized Modules

Usage

## Default S3 method:
DNBcompute_custom(
  data,
  module_list,
  meta,
  meta_levels = NULL,
  force_allgene = TRUE,
  size_effect = TRUE,
  quiet = FALSE,
  ...
)

Arguments

data

the gene expression matrix, which can be a single-cell RNA-seq GEM with at least three group/clusters or a matrix merging bulk GEMs from at least three different sample

module_list

a customized list of module gene

meta

a data.frame with rownames as cell-id as well as one column of group infomation

meta_levels

the order of meta group, default ordered by decreasing if NULL

force_allgene

not use

size_effect

whether consider the effect of sample size when compute CI of DNB, default TRUE

quiet

do not message

...

not use

Value

S3:DNB_output


Kaiyu-W/DNBr documentation built on April 27, 2024, 10:09 a.m.