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This is an adaption of the VMR based selection of variants from Miller et al. This selection process is designed for ATAC data and not scRNAseq data.

Usage

VariantSelection_VMR(
  SE,
  stabilize_variance = TRUE,
  low_coverage_threshold = 10,
  minimum_fw_rev_reads = 2,
  verbose = TRUE
)

Arguments

SE

SummarizedExperiment object.

stabilize_variance

Should the variance be stabilized by using the mean allele frequency for cells with a low coverage? Coverage threshold is set by low_coverage_threshold.

low_coverage_threshold

Cells below this threshold are set to the mean.

minimum_fw_rev_reads

How many forward and reverse reads should a cell have? Default = 2

verbose

Should the function be verbose?