simData: Multi-scenario simulator of single-cell epigenomic data

Description Usage Arguments Details Value Author(s)

View source: R/simData.R

Description

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Usage

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simData(
  refList,
  cellList,
  noiseList,
  depthList,
  relDepthList,
  label,
  path,
  genome,
  binSize,
  cores = 1,
  shuffleProp = NULL,
  shuffleChunks = 5000,
  ...
)

Arguments

refList

either a list of GenomicRanges (each element specifies the cluster's peaks) or a list of bam paths (each element specifies the alignment to generate data from)

cellList

list of size length(refList) with the number of cells per cluster

noiseList

list of size length(refList) with cluster-specific vectors of noise values from each cell

depthList

list of size length(refList) with the baseline number of cells per cluster

relDepthList

list of size length(refList) with cluster-specific vectors of relative depth values from each cell

label

a character with the data label

path

a character with the path where the simulated data will be saved

genome

a character specifying the target genome

binSize

integer with the size of the bin window

cores

number of cores for parallel computing

shuffleProp

either NULL (default) or the proportion of the genome to be shuffled (only applicable for scChIPseqFromBam)

shuffleChunks

size of the chunks that will be swapped across the genome (applicable for scChIPseq data only)

...

Arguments to pass to the scChIPseqsim constructor.

Details

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Value

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Author(s)

Pedro L. Baldoni, pedrobaldoni@gmail.com


plbaldoni/scChIPseqsim documentation built on June 11, 2020, 7:41 p.m.