E3CalcAcrossGroupIntervalRescaleFactors: Estimate an interval rescale factor for each feature/gene...

Description Usage Arguments

Description

This goal is to find genes that are prone to batch effects, i.e. that differ between batches more than their intervals would suggest.

Usage

1
2
E3CalcAcrossGroupIntervalRescaleFactors(sampledata, id.col = "Gene",
  bg.samples = NULL, upper.quantile = 0.85, min.factor = 1)

Arguments

sampledata

- a list with tables "expression", "expression.low", "expression.high"

id.col

- character strings. Name of column in sampledata that identifies the gene/transcript species

bg.samples

- list of sample names. Each vector should represent a group of related samples (replicates). The function will compute variability between across these groups.

upper.quantile

- numeric. The quantile used to equalize the input and output intervals.

min.factor

- numeric. Minimum rescaling factor, i.e. when procedure gives a suggestion to rescale by a factor lower than this, the output will in fact be min.factor.


tkonopka/ExpCube documentation built on May 31, 2019, 3:44 p.m.